Paper Citation Record · LEDGER

DanceGRPO: Unleashing GRPO on Visual Generation

As of 7 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 100 inbound Pith citation observations for arXiv:2505.07818.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.07818 v4

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-11T22:28:24.929046Z

measured 157 of 157 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 100 of 174 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:57:17.252627Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-09T03:05:55.316091Z

Reference resolution

57 of 57 outbound references displayed

verified exact29
verified fuzzy26
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 426753ca-efa9-4eca-a8cb-50c475a3ef8d · outbound

This paper cites Denoising diffusion probabilistic models.

DanceGRPO: Unleashing GRPO on Visual Generation Denoising diffusion probabilistic models

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:29.011451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation eb6d62aa-6864-41be-a441-290f9cdb73d0 · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

DanceGRPO: Unleashing GRPO on Visual Generation High-resolution image synthesis with latent diffusion models

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:28.901503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9817204a-8e1b-41b8-a82b-531d59e9b91b · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

DanceGRPO: Unleashing GRPO on Visual Generation SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:28:28.836349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation aba0a249-4968-4167-8f47-a7284f227ee7 · outbound

This paper cites Raphael: Text- to-image generation via large mixture of diffusion paths.Advances in Neural Information Processing Systems, 36:41693–41706.

DanceGRPO: Unleashing GRPO on Visual Generation Raphael: Text- to-image generation via large mixture of diffusion paths.Advances in Neural Information Processing Systems, 36:41693–41706

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:28.919194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7add1c9d-4c68-4505-9c46-b495e76cdfe7 · outbound

This paper cites Flow Matching for Generative Modeling.

DanceGRPO: Unleashing GRPO on Visual Generation Flow Matching for Generative Modeling

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:28:28.851125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7600eafe-4f03-4a54-9005-8a810ac1bf56 · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

DanceGRPO: Unleashing GRPO on Visual Generation Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:28:28.874352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 288ba8fd-ff33-4266-a698-a04ca8f7ed76 · outbound

This paper cites Scaling rectified flow transformers for high-resolution image synthesis.

DanceGRPO: Unleashing GRPO on Visual Generation Scaling rectified flow transformers for high-resolution image synthesis

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:28.948740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e445d52f-54b6-46d3-963c-f563bed39666 · outbound

This paper cites Seedream 2.0: A Native Chinese-English Bilingual Image Generation Foundation Model.

DanceGRPO: Unleashing GRPO on Visual Generation Seedream 2.0: A Native Chinese-English Bilingual Image Generation Foundation Model

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-17T08:27:36.473449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e3241fe5-218b-4202-83ed-34778f0fee1e · outbound

This paper cites Imagereward: Learning and evaluating human preferences for text-to-image generation.

DanceGRPO: Unleashing GRPO on Visual Generation Imagereward: Learning and evaluating human preferences for text-to-image generation

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:28.958139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8cddac71-2b2c-4350-aeff-6e02d069e6b9 · outbound

This paper cites UniFL: Improve Latent Diffusion Model via Unified Feedback Learning.

DanceGRPO: Unleashing GRPO on Visual Generation UniFL: Improve Latent Diffusion Model via Unified Feedback Learning

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:25.907759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 13dfed84-cdec-4831-b384-9688d17d2912 · outbound

This paper cites Controlnet++: Improving conditional controls with efficient consistency feedback: Project page: liming-ai.

DanceGRPO: Unleashing GRPO on Visual Generation Controlnet++: Improving conditional controls with efficient consistency feedback: Project page: liming-ai

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:28.974296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation dc2bc1f9-5416-4524-9561-8594d3e9e47b · outbound

This paper cites Diffusion model alignment using direct preference optimization.

DanceGRPO: Unleashing GRPO on Visual Generation Diffusion model alignment using direct preference optimization

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:28.981141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c6f9f267-9f74-4ea7-9ee7-83052f813b8b · outbound

This paper cites Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step.

DanceGRPO: Unleashing GRPO on Visual Generation Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:26.031397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 07e5119d-9f36-49ab-8af4-8e82d0cf758e · outbound

This paper cites Improving Video Generation with Human Feedback.

DanceGRPO: Unleashing GRPO on Visual Generation Improving Video Generation with Human Feedback

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-13T15:30:03.116566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 35aef298-8c0d-4610-818e-de2c2589c833 · outbound

This paper cites Onlinevpo: Align video diffusion model with online video-centric preference optimization.

DanceGRPO: Unleashing GRPO on Visual Generation Onlinevpo: Align video diffusion model with online video-centric preference optimization

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:25.616430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation df31366f-6e2d-4e01-aef3-1464aff1211e · outbound

This paper cites MIT press Cambridge.

DanceGRPO: Unleashing GRPO on Visual Generation MIT press Cambridge

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:29.018628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 85642b33-2b4a-422d-b771-a63fb78ae464 · outbound

This paper cites Proximal Policy Optimization Algorithms.

DanceGRPO: Unleashing GRPO on Visual Generation Proximal Policy Optimization Algorithms

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:28:26.357918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9590ca90-e478-4ea7-9de6-6cc1773b7d4a · outbound

This paper cites Training Diffusion Models with Reinforcement Learning.

DanceGRPO: Unleashing GRPO on Visual Generation Training Diffusion Models with Reinforcement Learning

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:28:26.505387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ab9e73d5-5eec-46ff-be20-1ab4f5e9ad42 · outbound

This paper cites Dpok: Reinforcement learning for fine-tuning text-to-image diffusion models.

DanceGRPO: Unleashing GRPO on Visual Generation Dpok: Reinforcement learning for fine-tuning text-to-image diffusion models

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:29.046856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 11809140-14c3-4f97-ae15-67bf556b4edb · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

DanceGRPO: Unleashing GRPO on Visual Generation DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:28:26.684350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3b84322b-3598-4741-a962-8733933dcc06 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

DanceGRPO: Unleashing GRPO on Visual Generation DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:28:26.747356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3ab6331c-aa81-4c44-b3ef-d421b22191e2 · outbound

This paper cites HunyuanVideo: A Systematic Framework For Large Video Generative Models.

DanceGRPO: Unleashing GRPO on Visual Generation HunyuanVideo: A Systematic Framework For Large Video Generative Models

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:28:26.762461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8c9f5525-5a9c-47b9-a1b2-7bf5e3943a26 · outbound

This paper cites Flux.https://github.com/black-forest-labs/flux.

DanceGRPO: Unleashing GRPO on Visual Generation Flux.https://github.com/black-forest-labs/flux

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:29.083348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5f221d81-a302-4a4a-8442-6cc54993c810 · outbound

This paper cites Skyreels v1: Human-centric video foundation model.https://github.com/SkyworkAI/SkyReels-V1.

DanceGRPO: Unleashing GRPO on Visual Generation Skyreels v1: Human-centric video foundation model.https://github.com/SkyworkAI/SkyReels-V1

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:29.091248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 40de40b4-d039-477b-9bb2-36c17acae0c8 · outbound

This paper cites Human Preference Score: Better Aligning Text-to-Image Models with Human Preference.

DanceGRPO: Unleashing GRPO on Visual Generation Human Preference Score: Better Aligning Text-to-Image Models with Human Preference

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:26.788189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 76e5d1cf-c27e-4c66-b93e-92e90e301307 · outbound

This paper cites Learning transferable visual models from natural language supervision.

DanceGRPO: Unleashing GRPO on Visual Generation Learning transferable visual models from natural language supervision

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:29.105343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1eca748b-9526-416a-9900-279c4b075879 · outbound

This paper cites Geneval: An object-focused framework for evaluating text-to-image alignment.Advancesin Neural Information Processing Systems, 36:52132–52152.

DanceGRPO: Unleashing GRPO on Visual Generation Geneval: An object-focused framework for evaluating text-to-image alignment.Advancesin Neural Information Processing Systems, 36:52132–52152

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:29.116126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c733f2bd-47a9-47f7-84b4-cee1eac48f2f · outbound

This paper cites Denoising Diffusion Implicit Models.

DanceGRPO: Unleashing GRPO on Visual Generation Denoising Diffusion Implicit Models

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:28:26.905414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 18425d88-c183-4bb7-a56c-6570ce476d14 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

DanceGRPO: Unleashing GRPO on Visual Generation Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:28:26.988358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 87a5062f-0e9b-47b2-8b72-cac741c1117f · outbound

This paper cites Generative modeling by estimating gradients of the data distribution.Advances in neural information processing systems, 32.

DanceGRPO: Unleashing GRPO on Visual Generation Generative modeling by estimating gradients of the data distribution.Advances in neural information processing systems, 32

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:28.940098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2b08c3bc-6bd8-4ae8-8239-7d16e23831cf · outbound

This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

DanceGRPO: Unleashing GRPO on Visual Generation Score-Based Generative Modeling through Stochastic Differential Equations

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:28:27.074493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5269415d-3cde-420a-8240-ccec98a09685 · outbound

This paper cites Building Normalizing Flows with Stochastic Interpolants.

DanceGRPO: Unleashing GRPO on Visual Generation Building Normalizing Flows with Stochastic Interpolants

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:54:01.013583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 470e7afa-c5fe-4e9d-80c6-6b21241c262b · outbound

This paper cites Stochastic Interpolants: A Unifying Framework for Flows and Diffusions.

DanceGRPO: Unleashing GRPO on Visual Generation Stochastic Interpolants: A Unifying Framework for Flows and Diffusions

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:28:27.145433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cfa434c3-7cf6-4534-b2b0-40002f8b8b4b · outbound

This paper cites Murphy, and Tim Salimans.

DanceGRPO: Unleashing GRPO on Visual Generation Murphy, and Tim Salimans

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:29.000073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 86730dc8-a827-4500-ad7e-c059181bdaa3 · outbound

This paper cites Classifier-Free Diffusion Guidance.

DanceGRPO: Unleashing GRPO on Visual Generation Classifier-Free Diffusion Guidance

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:28:27.188213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 65f57bec-92fb-46b0-9906-f4b9bbf6ff22 · outbound

This paper cites VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models.

DanceGRPO: Unleashing GRPO on Visual Generation VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models

Reference 36

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T22:28:27.310047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a6ebc306-20d0-4cb4-9457-571ce7ba2243 · outbound

This paper cites Identity- preserving text-to-video generation by frequency decomposition.

DanceGRPO: Unleashing GRPO on Visual Generation Identity- preserving text-to-video generation by frequency decomposition

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:29.063033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0745a413-434a-4aa1-a221-d8f7fc2d1dcc · outbound

This paper cites Efficient-vdit: Efficient video diffusion transformers with attention tile.

DanceGRPO: Unleashing GRPO on Visual Generation Efficient-vdit: Efficient video diffusion transformers with attention tile

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:29.068583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 40323822-7aff-41a4-a190-3b1483ad7dd6 · outbound

This paper cites Fast video generation with sliding tile attention.

DanceGRPO: Unleashing GRPO on Visual Generation Fast video generation with sliding tile attention

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:29.076345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5f4f86ad-a0b2-4662-b72f-db9f0633578f · outbound

This paper cites Pick-a-pic: An open dataset of user preferences for text-to-image generation.Advances in Neural Information Processing Systems, 36:36652–36663.

DanceGRPO: Unleashing GRPO on Visual Generation Pick-a-pic: An open dataset of user preferences for text-to-image generation.Advances in Neural Information Processing Systems, 36:36652–36663

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:29.097066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 254274c1-bab8-4519-a71c-5e0dd76505c2 · outbound

This paper cites VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation.

DanceGRPO: Unleashing GRPO on Visual Generation VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:27.476623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2635a10f-4537-4b0a-8c68-80d7b95ed258 · outbound

This paper cites VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation.

DanceGRPO: Unleashing GRPO on Visual Generation VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-16T11:49:14.981353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a42c5f67-3c70-44ae-93d8-3777305c1103 · outbound

This paper cites GPT-4 Technical Report.

DanceGRPO: Unleashing GRPO on Visual Generation GPT-4 Technical Report

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:28:27.730364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7fd9586e-0963-45d7-85b4-78352592ed28 · outbound

This paper cites A survey on evaluation of large language models.ACM transactions on intelligent systems and technology, 15(3):1–45.

DanceGRPO: Unleashing GRPO on Visual Generation A survey on evaluation of large language models.ACM transactions on intelligent systems and technology, 15(3):1–45

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:28.963441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6abe51d5-373b-4a22-a54a-ba440df7fbd1 · outbound

This paper cites Language models are few-shot learners.

DanceGRPO: Unleashing GRPO on Visual Generation Language models are few-shot learners

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:28.992385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b535a36d-ea4c-41c5-a2b5-ce5feb495481 · outbound

This paper cites The Llama 3 Herd of Models.

DanceGRPO: Unleashing GRPO on Visual Generation The Llama 3 Herd of Models

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:28:27.835307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0487606e-481b-460a-ae41-64267afc368d · outbound

This paper cites Qwen2.5 Technical Report.

DanceGRPO: Unleashing GRPO on Visual Generation Qwen2.5 Technical Report

Reference 47

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:28:27.985335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b9533714-4461-473c-b25a-2026a7eacfc7 · outbound

This paper cites Training language models to follow instructions with human feedback.

DanceGRPO: Unleashing GRPO on Visual Generation Training language models to follow instructions with human feedback

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:28.908083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d4ab36b1-dd7c-4ed8-b058-81841902ed3f · outbound

This paper cites Rlaif: Scaling reinforcement learning from human feedback with ai feedback.

DanceGRPO: Unleashing GRPO on Visual Generation Rlaif: Scaling reinforcement learning from human feedback with ai feedback

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:28.930110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d20e972f-e7d9-4149-9b91-d92783632b90 · outbound

This paper cites Scaling laws for reward model overoptimization.

DanceGRPO: Unleashing GRPO on Visual Generation Scaling laws for reward model overoptimization

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:28.952288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 066370cc-31e2-493e-8ba5-732a54999552 · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

DanceGRPO: Unleashing GRPO on Visual Generation Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 51

Resolution: verified exact; local_arxiv, observed 2026-05-11T22:28:28.155357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 44f513f4-df0f-4a6e-a520-5520c2fbb6f2 · outbound

This paper cites Direct preference optimization: Your language model is secretly a reward model.Advancesin Neural Information Processing Systems, 36:53728–53741.

DanceGRPO: Unleashing GRPO on Visual Generation Direct preference optimization: Your language model is secretly a reward model.Advancesin Neural Information Processing Systems, 36:53728–53741

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:29.041455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 22a8705e-4e9f-4749-a376-3564740d0eea · outbound

This paper cites Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization.

DanceGRPO: Unleashing GRPO on Visual Generation Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:28.248699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2baae8cb-bf2e-48a9-8519-a5e2fc54b2d7 · outbound

This paper cites Diffusionmodelasanoise-aware latent reward model for step-level preference optimization.

DanceGRPO: Unleashing GRPO on Visual Generation Diffusionmodelasanoise-aware latent reward model for step-level preference optimization

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:28.376284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b74fbdc7-39f1-4517-87e0-b738f5e2b367 · outbound

This paper cites Video Diffusion Alignment via Reward Gradients.

DanceGRPO: Unleashing GRPO on Visual Generation Video Diffusion Alignment via Reward Gradients

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:28.506507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5ecedf08-e5a1-426d-b533-aee05a7e6a66 · outbound

This paper cites JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation.

DanceGRPO: Unleashing GRPO on Visual Generation JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation

Reference 56

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T22:28:28.729406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 03fffc57-6046-4c1e-ae5c-31bbec1ab05b · outbound

This paper cites A photo of cup.

DanceGRPO: Unleashing GRPO on Visual Generation A photo of cup

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T22:28:29.023535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

Observation a183a8b0-58dc-4a3a-b06b-7231f1504913 · inbound

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning cites this paper.

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning DanceGRPO: Unleashing GRPO on Visual Generation

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-05-12T12:12:08.975118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0cfb2fe1-b763-4334-90bb-4cac6f17a111 · inbound

Seedance 1.0: Exploring the Boundaries of Video Generation Models cites this paper.

Seedance 1.0: Exploring the Boundaries of Video Generation Models DanceGRPO: Unleashing GRPO on Visual Generation

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c0cc6b09-20e3-45f6-bc16-bb1f3161bde2 · inbound

Nabla-R2D3: Effective and Efficient 3D Diffusion Alignment with 2D Rewards cites this paper.

Nabla-R2D3: Effective and Efficient 3D Diffusion Alignment with 2D Rewards DanceGRPO: Unleashing GRPO on Visual Generation

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T23:57:17.252627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af23b2b7-c6d2-49f7-971e-1fa979cc42cb · inbound

Reinforcement Learning for Flow-Matching Policies cites this paper.

Reinforcement Learning for Flow-Matching Policies DanceGRPO: Unleashing GRPO on Visual Generation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T15:47:41.947500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b523e086-e4e2-4522-80f8-1bcec5691206 · inbound

MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE cites this paper.

MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE DanceGRPO: Unleashing GRPO on Visual Generation

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-05-13T13:27:50.087125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 62db4790-5ff8-4029-a1fa-820c03bead13 · inbound

HPSv3: Towards Wide-Spectrum Human Preference Score cites this paper.

HPSv3: Towards Wide-Spectrum Human Preference Score DanceGRPO: Unleashing GRPO on Visual Generation

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T04:23:08.436009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd881245-93b7-4c2e-93ee-b2049952b257 · inbound

Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning cites this paper.

Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning DanceGRPO: Unleashing GRPO on Visual Generation

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-05-18T20:31:50.169583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cec61d60-bdd0-42d8-8c52-e8536c5318c7 · inbound

OneReward: Unified Mask-Guided Image Generation via Multi-Task Human Preference Learning cites this paper.

OneReward: Unified Mask-Guided Image Generation via Multi-Task Human Preference Learning DanceGRPO: Unleashing GRPO on Visual Generation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T14:39:44.939135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90c78021-d30b-476e-b4c8-42f86399d1f1 · inbound

UMO: Scaling Multi-Identity Consistency for Image Customization via Matching Reward cites this paper.

UMO: Scaling Multi-Identity Consistency for Image Customization via Matching Reward DanceGRPO: Unleashing GRPO on Visual Generation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T23:06:09.124619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b31f2086-0538-4936-8c03-06d9442abf05 · inbound

Directly Aligning the Full Diffusion Trajectory with Fine-Grained Human Preference cites this paper.

Directly Aligning the Full Diffusion Trajectory with Fine-Grained Human Preference DanceGRPO: Unleashing GRPO on Visual Generation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T22:58:08.856771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04c91260-2b23-467c-90c4-d1a0b87aea58 · inbound

RewardDance: Reward Scaling in Visual Generation cites this paper.

RewardDance: Reward Scaling in Visual Generation DanceGRPO: Unleashing GRPO on Visual Generation

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-04T20:09:01.340171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f882a89c-4057-43c2-a9a0-8f003447366f · inbound

Layout-Conditioned Autoregressive Text-to-Image Generation via Structured Masking cites this paper.

Layout-Conditioned Autoregressive Text-to-Image Generation via Structured Masking DanceGRPO: Unleashing GRPO on Visual Generation

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-04T16:43:52.719714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13844d2c-8f9a-48e6-887f-d444a867f0ce · inbound

DiffusionNFT: Online Diffusion Reinforcement with Forward Process cites this paper.

DiffusionNFT: Online Diffusion Reinforcement with Forward Process DanceGRPO: Unleashing GRPO on Visual Generation

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-05-13T16:54:30.989230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e30eb040-bcaf-4bc6-8777-50645f45be56 · inbound

Reinforcement Learning Meets Large Language Models: A Survey of Advancements and Applications Across the LLM Lifecycle cites this paper.

Reinforcement Learning Meets Large Language Models: A Survey of Advancements and Applications Across the LLM Lifecycle DanceGRPO: Unleashing GRPO on Visual Generation

Reference 212

Resolution: unresolved; no resolver link, observed 2026-08-04T16:07:44.897456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fea12741-86e6-4681-ace8-42890765b195 · inbound

Seedream 4.0: Toward Next-generation Multimodal Image Generation cites this paper.

Seedream 4.0: Toward Next-generation Multimodal Image Generation DanceGRPO: Unleashing GRPO on Visual Generation

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-05-12T16:39:00.901528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 14f9b6e8-e358-4aec-9f5d-d9408407c343 · inbound

Dynamic-TreeRPO: Breaking the Independent Trajectory Bottleneck with Structured Sampling cites this paper.

Dynamic-TreeRPO: Breaking the Independent Trajectory Bottleneck with Structured Sampling DanceGRPO: Unleashing GRPO on Visual Generation

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-21T21:30:39.210451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0644b20b-a136-4e7a-aa29-43647acdf5a2 · inbound

Self-Forcing++: Towards Minute-Scale High-Quality Video Generation cites this paper.

Self-Forcing++: Towards Minute-Scale High-Quality Video Generation DanceGRPO: Unleashing GRPO on Visual Generation

Reference 65

Resolution: verified exact; local_arxiv, observed 2026-05-15T22:39:54.262275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8afffa9f-1194-44f1-b8fb-40e94f36eee3 · inbound

SRUM: Fine-Grained Self-Rewarding for Unified Multimodal Models cites this paper.

SRUM: Fine-Grained Self-Rewarding for Unified Multimodal Models DanceGRPO: Unleashing GRPO on Visual Generation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T09:54:26.476843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 681582c1-61a5-474e-840c-bc1aad5d9923 · inbound

Principled RL for Flow Matching Emerges from the Chunk-level Policy Optimization cites this paper.

Principled RL for Flow Matching Emerges from the Chunk-level Policy Optimization DanceGRPO: Unleashing GRPO on Visual Generation

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-05-21T19:50:33.806287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9ee5dfa2-8121-4572-bebb-5a49863d3549 · inbound

Sharpness-Guided Group Relative Policy Optimization via Probability Shaping cites this paper.

Sharpness-Guided Group Relative Policy Optimization via Probability Shaping DanceGRPO: Unleashing GRPO on Visual Generation

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-05-18T03:12:22.247702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3444eb43-3312-41bc-bf04-ee2f35ca7e65 · inbound

Distribution Matching Distillation Meets Reinforcement Learning cites this paper.

Distribution Matching Distillation Meets Reinforcement Learning DanceGRPO: Unleashing GRPO on Visual Generation

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-03T21:47:20.147853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a937f489-b4e9-4927-827b-ba03bc64c31a · inbound

Seeing What Matters: Visual Preference Policy Optimization for Visual Generation cites this paper.

Seeing What Matters: Visual Preference Policy Optimization for Visual Generation DanceGRPO: Unleashing GRPO on Visual Generation

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-05-21T18:44:18.936262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 27b698f3-cd13-49ca-985c-5b610c9a5b47 · inbound

Rethinking Reward Signals in Video GRPO: When Scores Become Targets cites this paper.

Rethinking Reward Signals in Video GRPO: When Scores Become Targets DanceGRPO: Unleashing GRPO on Visual Generation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T20:36:08.085061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be7c7f1f-2e49-480c-ae5c-464390e86625 · inbound

RubricRL: Simple Generalizable Rewards for Text-to-Image Generation cites this paper.

RubricRL: Simple Generalizable Rewards for Text-to-Image Generation DanceGRPO: Unleashing GRPO on Visual Generation

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-03T20:15:31.023210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17ca1af3-a0b1-477c-8239-664b9338d849 · inbound

PSR: Scaling Multi-Subject Personalized Image Generation with Pairwise Subject-Consistency Rewards cites this paper.

PSR: Scaling Multi-Subject Personalized Image Generation with Pairwise Subject-Consistency Rewards DanceGRPO: Unleashing GRPO on Visual Generation

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-05-17T03:51:29.415349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f095ed45-5c07-41a7-967a-cb9ab8de1b9a · inbound

Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation cites this paper.

Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation DanceGRPO: Unleashing GRPO on Visual Generation

Reference 80

Resolution: verified exact; local_arxiv, observed 2026-05-16T18:17:55.066796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 88b0bbfe-06b2-4378-986e-7363374a76c4 · inbound

LongCat-Image Technical Report cites this paper.

LongCat-Image Technical Report DanceGRPO: Unleashing GRPO on Visual Generation

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-05-16T08:04:13.004401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d0e33d47-11d2-454e-89eb-f16eebb9e1cb · inbound

Seedance 1.5 pro: A Native Audio-Visual Joint Generation Foundation Model cites this paper.

Seedance 1.5 pro: A Native Audio-Visual Joint Generation Foundation Model DanceGRPO: Unleashing GRPO on Visual Generation

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-05-16T01:35:37.903853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 75731f24-1ecf-435e-a7c2-e9967ff96e99 · inbound

FinPercep-RM: A Fine-grained Reward Model and Co-evolutionary Curriculum for RL-based Real-world Super-Resolution cites this paper.

FinPercep-RM: A Fine-grained Reward Model and Co-evolutionary Curriculum for RL-based Real-world Super-Resolution DanceGRPO: Unleashing GRPO on Visual Generation

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-05-16T19:01:11.685765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 58c1c28c-3a5e-4154-b1c0-77c66ce8e922 · inbound

VideoGPA: Distilling Geometry Priors for 3D-Consistent Video Generation cites this paper.

VideoGPA: Distilling Geometry Priors for 3D-Consistent Video Generation DanceGRPO: Unleashing GRPO on Visual Generation

Reference 16

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T09:17:40.216874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 099431bf-dcbd-44db-b788-29eeca3bfd44 · inbound

VideoGPA: Distilling Geometry Priors for 3D-Consistent Video Generation cites this paper.

VideoGPA: Distilling Geometry Priors for 3D-Consistent Video Generation DanceGRPO: Unleashing GRPO on Visual Generation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T06:13:20.513799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a50eaa08-f5fb-4fdf-bef9-62c3a9ba542a · inbound

Alleviating Sparse Rewards by Modeling Step-Wise and Long-Term Sampling Effects in Flow-Based GRPO cites this paper.

Alleviating Sparse Rewards by Modeling Step-Wise and Long-Term Sampling Effects in Flow-Based GRPO DanceGRPO: Unleashing GRPO on Visual Generation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T03:58:50.281427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ee61fc4-e7cf-4060-ac6f-b40857050408 · inbound

Bird-SR: Bidirectional Reward-Guided Diffusion for Real-World Image Super-Resolution cites this paper.

Bird-SR: Bidirectional Reward-Guided Diffusion for Real-World Image Super-Resolution DanceGRPO: Unleashing GRPO on Visual Generation

Reference 67

Resolution: verified exact; local_arxiv, observed 2026-05-16T06:37:28.494186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 84a71f7e-eeef-4cea-92d6-c64ceaf692b9 · inbound

Joint Reward Modeling: Internalizing Chain-of-Thought for Efficient Visual Reward Models cites this paper.

Joint Reward Modeling: Internalizing Chain-of-Thought for Efficient Visual Reward Models DanceGRPO: Unleashing GRPO on Visual Generation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T03:37:50.221794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43ed9649-9c31-41c5-a44e-d8411dd7ffda · inbound

Beyond VLM-Based Rewards: Diffusion-Native Latent Reward Modeling cites this paper.

Beyond VLM-Based Rewards: Diffusion-Native Latent Reward Modeling DanceGRPO: Unleashing GRPO on Visual Generation

Reference 51

Resolution: verified exact; local_arxiv, observed 2026-05-25T06:45:26.068061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e1476b77-fab6-4c7c-887e-7c89babad4c9 · inbound

EchoTorrent: Towards Swift, Sustained, and Streaming Multi-Modal Video Generation cites this paper.

EchoTorrent: Towards Swift, Sustained, and Streaming Multi-Modal Video Generation DanceGRPO: Unleashing GRPO on Visual Generation

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-05-15T22:20:22.462942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 19f15215-b5c7-44b9-ac39-fc122d19d1b8 · inbound

LucidNFT: LR-Anchored Multi-Reward Preference Optimization for Flow-Based Real-World Super-Resolution cites this paper.

LucidNFT: LR-Anchored Multi-Reward Preference Optimization for Flow-Based Real-World Super-Resolution DanceGRPO: Unleashing GRPO on Visual Generation

Reference 41

Resolution: metadata mismatch; local_arxiv, observed 2026-05-15T15:46:12.272655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2953a878-e04e-4173-ac27-387ca3d35eb2 · inbound

SPIRAL: Self-Evolving Action-Conditioned Video Generation via Reflective Planning Agents cites this paper.

SPIRAL: Self-Evolving Action-Conditioned Video Generation via Reflective Planning Agents DanceGRPO: Unleashing GRPO on Visual Generation

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-05-22T11:16:27.861683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e6718861-7cda-4028-a645-ffdad54657b9 · inbound

WeEdit: A Dataset, Benchmark and Glyph-Guided Framework for Text-centric Image Editing cites this paper.

WeEdit: A Dataset, Benchmark and Glyph-Guided Framework for Text-centric Image Editing DanceGRPO: Unleashing GRPO on Visual Generation

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-02T18:25:58.162492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d07fead-3202-40a1-98f1-d21c77790297 · inbound

Finite Difference Flow Optimization for RL Post-Training of Text-to-Image Models cites this paper.

Finite Difference Flow Optimization for RL Post-Training of Text-to-Image Models DanceGRPO: Unleashing GRPO on Visual Generation

Reference 68

Resolution: unresolved; no resolver link, observed 2026-07-14T22:03:10.367971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37528562-b462-4e30-b8b8-b8caadef6b3d · inbound

AR-CoPO: Align Autoregressive Video Generation with Contrastive Policy Optimization cites this paper.

AR-CoPO: Align Autoregressive Video Generation with Contrastive Policy Optimization DanceGRPO: Unleashing GRPO on Visual Generation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-13T23:09:50.674516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d6a1ec0-9410-49c3-be20-fbb173cb1c0d · inbound

CellFluxRL: Biologically-Constrained Virtual Cell Modeling via Reinforcement Learning cites this paper.

CellFluxRL: Biologically-Constrained Virtual Cell Modeling via Reinforcement Learning DanceGRPO: Unleashing GRPO on Visual Generation

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-05-15T01:08:25.868636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 26854377-b5ac-4968-b6f1-6015dfc67269 · inbound

CellFluxRL: Biologically-Constrained Virtual Cell Modeling via Reinforcement Learning cites this paper.

CellFluxRL: Biologically-Constrained Virtual Cell Modeling via Reinforcement Learning DanceGRPO: Unleashing GRPO on Visual Generation

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-05-22T10:44:47.555842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 64acbbb9-a085-4b51-b145-affca76dd1e7 · inbound

OP-GRPO: Efficient Off-Policy GRPO for Flow-Matching Models cites this paper.

OP-GRPO: Efficient Off-Policy GRPO for Flow-Matching Models DanceGRPO: Unleashing GRPO on Visual Generation

Reference 44

Resolution: metadata mismatch; local_arxiv, observed 2026-05-13T16:48:02.828982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8588a7ed-e7da-4fd9-9f15-aa6a6884f77f · inbound

FP4 Explore, BF16 Train: Diffusion Reinforcement Learning via Efficient Rollout Scaling cites this paper.

FP4 Explore, BF16 Train: Diffusion Reinforcement Learning via Efficient Rollout Scaling DanceGRPO: Unleashing GRPO on Visual Generation

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 27f6e87f-fff0-455d-9eee-91c23ce35053 · inbound

MAR-GRPO: Stabilized GRPO for AR-diffusion Hybrid Image Generation cites this paper.

MAR-GRPO: Stabilized GRPO for AR-diffusion Hybrid Image Generation DanceGRPO: Unleashing GRPO on Visual Generation

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fa6f65c7-43f4-4d3b-a1a8-e925044068a1 · inbound

Seedance 2.0: Advancing Video Generation for World Complexity cites this paper.

Seedance 2.0: Advancing Video Generation for World Complexity DanceGRPO: Unleashing GRPO on Visual Generation

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 51a55814-a69e-4d78-84f0-eb2ee9fcf3ac · inbound

Reward-Aware Trajectory Shaping for Few-step Visual Generation cites this paper.

Reward-Aware Trajectory Shaping for Few-step Visual Generation DanceGRPO: Unleashing GRPO on Visual Generation

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5fa2d165-9619-4ef6-a584-38278e51bcc8 · inbound

LeapAlign: Post-Training Flow Matching Models at Any Generation Step by Building Two-Step Trajectories cites this paper.

LeapAlign: Post-Training Flow Matching Models at Any Generation Step by Building Two-Step Trajectories DanceGRPO: Unleashing GRPO on Visual Generation

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9680c317-4f08-4dfe-9e7b-807e481e8120 · inbound

Reward Score Matching: Unifying Reward-based Fine-tuning for Flow and Diffusion Models cites this paper.

Reward Score Matching: Unifying Reward-based Fine-tuning for Flow and Diffusion Models DanceGRPO: Unleashing GRPO on Visual Generation

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 03b4c7e0-ad50-4a66-ad1c-4ce7fd3523d3 · inbound

Reward Score Matching: Unifying Reward-based Fine-tuning for Flow and Diffusion Models cites this paper.

Reward Score Matching: Unifying Reward-based Fine-tuning for Flow and Diffusion Models DanceGRPO: Unleashing GRPO on Visual Generation

Reference 59

Resolution: verified exact; local_arxiv, observed 2026-07-05T17:51:14.843178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 93493545-5e5d-407f-9421-ad39a11f39bc · inbound

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models cites this paper.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models DanceGRPO: Unleashing GRPO on Visual Generation

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 714ec4cd-7f0a-4bf7-8eab-9095dc0d635a · inbound

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models cites this paper.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models DanceGRPO: Unleashing GRPO on Visual Generation

Reference 47

Resolution: verified exact; local_arxiv, observed 2026-07-05T11:41:02.721740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b08aac69-db34-4a1c-820f-3e735b7c3cbe · inbound

Guiding Distribution Matching Distillation with Gradient-Based Reinforcement Learning cites this paper.

Guiding Distribution Matching Distillation with Gradient-Based Reinforcement Learning DanceGRPO: Unleashing GRPO on Visual Generation

Reference 56

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7bc703c5-ba25-4533-8e74-2d0ab82cd11c · inbound

Generative Texture Filtering cites this paper.

Generative Texture Filtering DanceGRPO: Unleashing GRPO on Visual Generation

Reference 84

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation aa2feedf-3034-46fa-a690-5fc526e84233 · inbound

Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation cites this paper.

Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation DanceGRPO: Unleashing GRPO on Visual Generation

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7144fc69-1518-4b1f-b1c4-28f7bc09ad48 · inbound

HP-Edit: A Human-Preference Post-Training Framework for Image Editing cites this paper.

HP-Edit: A Human-Preference Post-Training Framework for Image Editing DanceGRPO: Unleashing GRPO on Visual Generation

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d88da40d-cc65-4048-b81a-0b2fe183e67f · inbound

V-GRPO: Online Reinforcement Learning for Denoising Generative Models Is Easier than You Think cites this paper.

V-GRPO: Online Reinforcement Learning for Denoising Generative Models Is Easier than You Think DanceGRPO: Unleashing GRPO on Visual Generation

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c44fb5c4-e179-40d7-8355-9906da667198 · inbound

POCA: Pareto-Optimal Curriculum Alignment for Visual Text Generation cites this paper.

POCA: Pareto-Optimal Curriculum Alignment for Visual Text Generation DanceGRPO: Unleashing GRPO on Visual Generation

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9374bff5-7beb-443b-b19a-4166235974b2 · inbound

ViPO: Visual Preference Optimization at Scale cites this paper.

ViPO: Visual Preference Optimization at Scale DanceGRPO: Unleashing GRPO on Visual Generation

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2f781947-4427-416b-9933-774d85a2c125 · inbound

A Systematic Post-Train Framework for Video Generation cites this paper.

A Systematic Post-Train Framework for Video Generation DanceGRPO: Unleashing GRPO on Visual Generation

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-05-11T23:26:21.455125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c25d9c85-cabc-4024-a324-d784b274e793 · inbound

DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing cites this paper.

DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing DanceGRPO: Unleashing GRPO on Visual Generation

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-05-11T23:36:14.547536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ef28c4e2-4ec9-4282-b9f8-e7528eb0a731 · inbound

Leveraging Verifier-Based Reinforcement Learning in Image Editing cites this paper.

Leveraging Verifier-Based Reinforcement Learning in Image Editing DanceGRPO: Unleashing GRPO on Visual Generation

Reference 66

Resolution: verified exact; local_arxiv, observed 2026-05-12T10:06:27.531226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b527f18f-2922-45a2-85c2-93265c52a9bc · inbound

Leveraging Verifier-Based Reinforcement Learning in Image Editing cites this paper.

Leveraging Verifier-Based Reinforcement Learning in Image Editing DanceGRPO: Unleashing GRPO on Visual Generation

Reference 66

Resolution: verified exact; local_arxiv, observed 2026-05-21T09:14:05.949717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 94c97aaf-bf80-4fdf-9ce0-9ebb3e7c264a · inbound

AesRM: Improving Video Aesthetics with Expert-Level Feedback cites this paper.

AesRM: Improving Video Aesthetics with Expert-Level Feedback DanceGRPO: Unleashing GRPO on Visual Generation

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-05-12T10:36:28.613267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0b35d0d6-5578-45aa-9f45-8d3b6fb2350c · inbound

Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling cites this paper.

Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling DanceGRPO: Unleashing GRPO on Visual Generation

Reference 90

Resolution: verified exact; local_arxiv, observed 2026-05-12T10:16:28.882129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2cd549e3-f5c6-45bc-851e-7383c284cbef · inbound

Stream-R1: Reliability-Perplexity Aware Reward Distillation for Streaming Video Generation cites this paper.

Stream-R1: Reliability-Perplexity Aware Reward Distillation for Streaming Video Generation DanceGRPO: Unleashing GRPO on Visual Generation

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-05-11T23:16:36.817812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bab2a8a1-908f-4d2f-bb47-85ccc8a4b95e · inbound

Towards General Preference Alignment: Diffusion Models at Nash Equilibrium cites this paper.

Towards General Preference Alignment: Diffusion Models at Nash Equilibrium DanceGRPO: Unleashing GRPO on Visual Generation

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 76b0f76f-ee53-4416-904f-372bbbb7c139 · inbound

Threshold-Guided Optimization for Visual Generative Models cites this paper.

Threshold-Guided Optimization for Visual Generative Models DanceGRPO: Unleashing GRPO on Visual Generation

Reference 54

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 24e82b2a-2b1c-4188-a909-85476f1eb194 · inbound

D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models cites this paper.

D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models DanceGRPO: Unleashing GRPO on Visual Generation

Reference 106

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b71dc30c-bb72-4256-93cb-bbe47cf15b3f · inbound

D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models cites this paper.

D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models DanceGRPO: Unleashing GRPO on Visual Generation

Reference 107

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T23:19:13.758115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5cd50fc0-13fa-4436-acda-8f55ea967f5f · inbound

D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models cites this paper.

D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models DanceGRPO: Unleashing GRPO on Visual Generation

Reference 107

Resolution: metadata mismatch; local_arxiv, observed 2026-06-30T23:45:07.701227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1f73ba69-fde9-4e65-8704-6d02b1c20329 · inbound

MotionGRPO: Overcoming Low Intra-Group Diversity in GRPO-Based Egocentric Motion Recovery cites this paper.

MotionGRPO: Overcoming Low Intra-Group Diversity in GRPO-Based Egocentric Motion Recovery DanceGRPO: Unleashing GRPO on Visual Generation

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2e49bd4a-5977-482a-baef-b18445022387 · inbound

MotionGRPO: Overcoming Low Intra-Group Diversity in GRPO-Based Egocentric Motion Recovery cites this paper.

MotionGRPO: Overcoming Low Intra-Group Diversity in GRPO-Based Egocentric Motion Recovery DanceGRPO: Unleashing GRPO on Visual Generation

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-05-13T07:52:32.187545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6e6e9c65-3e7f-4e4e-802b-21d68d780bfe · inbound

Think, then Score: Decoupled Reasoning and Scoring for Video Reward Modeling cites this paper.

Think, then Score: Decoupled Reasoning and Scoring for Video Reward Modeling DanceGRPO: Unleashing GRPO on Visual Generation

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-05-13T07:42:30.761563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 619d2178-fad2-404c-a8d8-26456627a8a4 · inbound

Arena as Offline Reward: Efficient Fine-Grained Preference Optimization for Diffusion Models cites this paper.

Arena as Offline Reward: Efficient Fine-Grained Preference Optimization for Diffusion Models DanceGRPO: Unleashing GRPO on Visual Generation

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2f10fb85-98a5-4d31-94aa-f057b80d6b09 · inbound

Improved techniques for fine-tuning flow models via adjoint matching: a deterministic control pipeline cites this paper.

Improved techniques for fine-tuning flow models via adjoint matching: a deterministic control pipeline DanceGRPO: Unleashing GRPO on Visual Generation

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 33a526d0-062b-4bb2-b5bc-d4a6de36a0f1 · inbound

RCoT-Seg: Reinforced Chain-of-Thought for Video Reasoning and Segmentation cites this paper.

RCoT-Seg: Reinforced Chain-of-Thought for Video Reasoning and Segmentation DanceGRPO: Unleashing GRPO on Visual Generation

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3be5411c-a46e-49d5-bb45-46ff1bb0052b · inbound

Diffusion-APO: Trajectory-Aware Direct Preference Alignment for Video Diffusion Transformers cites this paper.

Diffusion-APO: Trajectory-Aware Direct Preference Alignment for Video Diffusion Transformers DanceGRPO: Unleashing GRPO on Visual Generation

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b743bd39-1565-49bd-860e-eb7e438acf45 · inbound

SARA: Semantically Adaptive Relational Alignment for Video Diffusion Models cites this paper.

SARA: Semantically Adaptive Relational Alignment for Video Diffusion Models DanceGRPO: Unleashing GRPO on Visual Generation

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4bbcf157-c2be-4bcb-abd2-727dc6c6a233 · inbound

SARA: Semantically Adaptive Relational Alignment for Video Diffusion Models cites this paper.

SARA: Semantically Adaptive Relational Alignment for Video Diffusion Models DanceGRPO: Unleashing GRPO on Visual Generation

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-06-30T23:15:07.960763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 87ffa8f4-7afe-4b6f-ae09-4ecdd2c63e5e · inbound

From Synthetic to Real: Toward Identity-Consistent Makeup Transfer with Synthetic and Real Data cites this paper.

From Synthetic to Real: Toward Identity-Consistent Makeup Transfer with Synthetic and Real Data DanceGRPO: Unleashing GRPO on Visual Generation

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:29.121023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation db086537-5a1a-4652-88ab-eb0b70abcdb6 · inbound

From Synthetic to Real: Toward Identity-Consistent Makeup Transfer with Synthetic and Real Data cites this paper.

From Synthetic to Real: Toward Identity-Consistent Makeup Transfer with Synthetic and Real Data DanceGRPO: Unleashing GRPO on Visual Generation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T14:39:01.028002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e147f5c-8042-4785-9923-2dee8dcbfac1 · inbound

RewardHarness: Self-Evolving Agentic Post-Training cites this paper.

RewardHarness: Self-Evolving Agentic Post-Training DanceGRPO: Unleashing GRPO on Visual Generation

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-05-12T08:31:24.020704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e6e007f0-b106-4a57-8bcc-fd668a7e7a33 · inbound

Offline Preference Optimization for Rectified Flow with Noise-Tracked Pairs cites this paper.

Offline Preference Optimization for Rectified Flow with Noise-Tracked Pairs DanceGRPO: Unleashing GRPO on Visual Generation

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-05-12T02:11:15.571321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9de86898-9f6a-46d5-9a49-b3b74caa0017 · inbound

Power Reinforcement Post-Training of Text-to-Image Models with Super-Linear Advantage Shaping cites this paper.

Power Reinforcement Post-Training of Text-to-Image Models with Super-Linear Advantage Shaping DanceGRPO: Unleashing GRPO on Visual Generation

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-12T07:16:29.478416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4b387e45-5eaa-4e31-bd33-50e7ce464aba · inbound

TMPO: Trajectory Matching Policy Optimization for Diverse and Efficient Diffusion Alignment cites this paper.

TMPO: Trajectory Matching Policy Optimization for Diverse and Efficient Diffusion Alignment DanceGRPO: Unleashing GRPO on Visual Generation

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-13T07:37:29.198645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2bd37f12-5e2c-47ad-a723-ba0ef46293ce · inbound

TMPO: Trajectory Matching Policy Optimization for Diverse and Efficient Diffusion Alignment cites this paper.

TMPO: Trajectory Matching Policy Optimization for Diverse and Efficient Diffusion Alignment DanceGRPO: Unleashing GRPO on Visual Generation

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-14T22:03:02.953526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1b2ed899-1832-4410-94b3-a63dd97347b9 · inbound

Efficient Adjoint Matching for Fine-tuning Diffusion Models cites this paper.

Efficient Adjoint Matching for Fine-tuning Diffusion Models DanceGRPO: Unleashing GRPO on Visual Generation

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-05-13T01:52:04.820825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation feee7181-53b9-4625-a41e-28acdb7d9de9 · inbound

Efficient Adjoint Matching for Fine-tuning Diffusion Models cites this paper.

Efficient Adjoint Matching for Fine-tuning Diffusion Models DanceGRPO: Unleashing GRPO on Visual Generation

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-05-20T22:09:07.041622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 650a49eb-846f-4f1a-8cb8-612cde5904f9 · inbound

CaC: Advancing Video Reward Models via Hierarchical Spatiotemporal Concentrating cites this paper.

CaC: Advancing Video Reward Models via Hierarchical Spatiotemporal Concentrating DanceGRPO: Unleashing GRPO on Visual Generation

Reference 61

Resolution: verified exact; local_arxiv, observed 2026-05-13T06:02:22.061890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1bcdd844-3af5-416b-b909-c4620f1b8557 · inbound

CaC: Advancing Video Reward Models via Hierarchical Spatiotemporal Concentrating cites this paper.

CaC: Advancing Video Reward Models via Hierarchical Spatiotemporal Concentrating DanceGRPO: Unleashing GRPO on Visual Generation

Reference 73

Resolution: verified exact; local_arxiv, observed 2026-07-01T13:55:45.267435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 353a119b-6125-46ff-aaf7-25fec8cfbc73 · inbound

When Policy Entropy Constraint Fails: Preserving Diversity in Flow-based RLHF via Perceptual Entropy cites this paper.

When Policy Entropy Constraint Fails: Preserving Diversity in Flow-based RLHF via Perceptual Entropy DanceGRPO: Unleashing GRPO on Visual Generation

Reference 73

Resolution: verified exact; local_arxiv, observed 2026-05-13T05:52:22.221531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7636cf4c-0cdd-493f-9122-d8af3c1413f8 · inbound

Cutting rules in strong field QED with application to trident pair production cites this paper.

Cutting rules in strong field QED with application to trident pair production DanceGRPO: Unleashing GRPO on Visual Generation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-12T16:57:23.214654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ab3ade3-262f-4b3b-87f8-8d4cb74e0407 · inbound

OmniNFT: Modality-wise Omni Diffusion Reinforcement for Joint Audio-Video Generation cites this paper.

OmniNFT: Modality-wise Omni Diffusion Reinforcement for Joint Audio-Video Generation DanceGRPO: Unleashing GRPO on Visual Generation

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-05-13T06:17:22.863951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6ad9b4cd-c5ff-4bff-a168-78c23ea3f3f2 · inbound

CreFlow: Corrective Reflow for Sparse-Reward Embodied Video Diffusion RL cites this paper.

CreFlow: Corrective Reflow for Sparse-Reward Embodied Video Diffusion RL DanceGRPO: Unleashing GRPO on Visual Generation

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-05-15T02:43:33.295242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 780ebbbe-00ba-488e-8b7a-a84f17e85d31 · inbound

KVPO: ODE-Native GRPO for Autoregressive Video Alignment via KV Semantic Exploration cites this paper.

KVPO: ODE-Native GRPO for Autoregressive Video Alignment via KV Semantic Exploration DanceGRPO: Unleashing GRPO on Visual Generation

Reference 21

Resolution: metadata mismatch; local_arxiv, observed 2026-05-15T02:38:34.550417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 401c4157-a278-4421-8770-f423bbc45190 · inbound

DiffusionOPD: A Unified Perspective of On-Policy Distillation in Diffusion Models cites this paper.

DiffusionOPD: A Unified Perspective of On-Policy Distillation in Diffusion Models DanceGRPO: Unleashing GRPO on Visual Generation

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-07-01T14:25:46.837051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cfc91d1c-af53-4552-a4d9-89ae74fcaf7d · inbound

ATLAS: Agentic or Latent Visual Reasoning? One Word is Enough for Both cites this paper.

ATLAS: Agentic or Latent Visual Reasoning? One Word is Enough for Both DanceGRPO: Unleashing GRPO on Visual Generation

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-05-15T03:14:53.401861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5938a23f-e2d5-40f3-b458-2d015d952637 · inbound

Video Models Can Reason with Verifiable Rewards cites this paper.

Video Models Can Reason with Verifiable Rewards DanceGRPO: Unleashing GRPO on Visual Generation

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-05-19T15:07:37.145691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.