Paper Citation Record · LEDGER

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

As of 11 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 2 inbound Pith citation observations for arXiv:2604.18518.

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

pith.paper-citation-record.v1
2604.18518 v4

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-05T11:32:38.636335Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T04:57:36.109021Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

50 of 50 outbound references displayed

verified exact25
verified fuzzy19
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cb0c44a9-7a71-473d-8e6d-cf8f71918e3e · outbound

This paper cites write newline.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models write newline

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T11:41:03.244801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9b9d4042-14be-4dea-b1c5-7cdd5635e7ed · outbound

This paper cites D., Ho, J., Tarlow, D., and Van Den Berg, R.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models D., Ho, J., Tarlow, D., and Van Den Berg, R

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T11:41:03.246692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ab1e2d61-29db-4d9a-95c5-b0c3d3027d31 · outbound

This paper cites Meissonic: Revitalizing masked generative transformers for efficient high-resolution text-to-image synthesis.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Meissonic: Revitalizing masked generative transformers for efficient high-resolution text-to-image synthesis

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T11:41:03.249053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6882a1a8-5c97-4e5e-a449-bd959d409a9b · outbound

This paper cites Training Diffusion Models with Reinforcement Learning.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Training Diffusion Models with Reinforcement Learning

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-07-05T11:41:02.703395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 22695962-c0ef-48c1-a953-bc06483c924c · outbound

This paper cites Video generation models as world simulators.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Video generation models as world simulators

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T11:41:03.287586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 70fc3d91-0db1-4a37-90bc-f00a097725d3 · outbound

This paper cites an unresolved cited work.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-07-05T11:41:03.269624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7d97494e-1a26-412c-a643-e19525e82873 · outbound

This paper cites Muse: Text-To-Image Generation via Masked Generative Transformers.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Muse: Text-To-Image Generation via Masked Generative Transformers

Reference 7

Resolution: metadata mismatch; local_arxiv, observed 2026-07-05T11:41:02.733153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0a6cd5dd-dda3-41c9-b163-87feb64903e3 · outbound

This paper cites Emu3.5: Native Multimodal Models are World Learners.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Emu3.5: Native Multimodal Models are World Learners

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-07-05T11:41:02.738836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a776e8f9-68c0-4624-85ac-3f8a6cc338e1 · outbound

This paper cites Prdp: Proximal reward difference prediction for large-scale reward finetuning of diffusion models.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Prdp: Proximal reward difference prediction for large-scale reward finetuning of diffusion models

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T11:41:03.263482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 00f966d5-e693-450b-955b-7caf90ae087f · outbound

This paper cites Autoregressive Video Generation without Vector Quantization.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Autoregressive Video Generation without Vector Quantization

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-07-05T11:41:02.773900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1f92f6cd-4fbd-4d96-a996-fcb1f73e3004 · outbound

This paper cites Uniform discrete diffusion with metric path for video generation.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Uniform discrete diffusion with metric path for video generation

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-05T11:41:02.744358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6856cada-94e8-476f-a217-c4ab6a4b2050 · outbound

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

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Scaling rectified flow transformers for high-resolution image synthesis

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T11:41:03.259628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9249372a-a7bd-43fd-92bb-d43023588d16 · outbound

This paper cites T., Synnaeve, G., Adi, Y., and Lipman, Y.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models T., Synnaeve, G., Adi, Y., and Lipman, Y

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T11:41:03.261571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ed94b8f1-1c71-4248-a5c0-f7b4047cb54c · outbound

This paper cites Geneval: An object-focused framework for evaluating text-to-image alignment.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Geneval: An object-focused framework for evaluating text-to-image alignment

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T11:41:03.265409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3a394d73-db75-477a-b3e2-451a84a9010c · outbound

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

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-07-05T11:41:02.709455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a40fd1f7-f686-412b-8192-792a638a6738 · outbound

This paper cites TempFlow-GRPO: When Timing Matters for GRPO in Flow Models.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models TempFlow-GRPO: When Timing Matters for GRPO in Flow Models

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-07-05T11:41:02.736138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a768d9a1-0079-4627-bcc7-22f10a16f5da · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilibrium.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Gans trained by a two time-scale update rule converge to a local nash equilibrium

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T11:41:03.255688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9b66c1c5-6a2a-4d4e-a7cb-0180b8814afd · outbound

This paper cites Denoising diffusion probabilistic models.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Denoising diffusion probabilistic models

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T11:41:03.257701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b32a3501-3f69-4e89-afdf-f150a9d66e55 · outbound

This paper cites CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-07-05T11:41:02.757009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 77e73b82-03e3-4e0f-a6db-978ac209e8ca · outbound

This paper cites Argmax flows and multinomial diffusion: Learning categorical distributions.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Argmax flows and multinomial diffusion: Learning categorical distributions

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T11:41:03.267736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f0995c2f-587e-42f3-bdd3-97f8e854be63 · outbound

This paper cites Democratizing Text-to-Image Masked Generative Models with Compact Text-Aware One-Dimensional Tokens.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Democratizing Text-to-Image Masked Generative Models with Compact Text-Aware One-Dimensional Tokens

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-05T11:41:02.696875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 911fe3f4-1e57-49cb-9b2b-234fa6b99c77 · outbound

This paper cites Pick-a-pic: An open dataset of user preferences for text-to-image generation.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Pick-a-pic: An open dataset of user preferences for text-to-image generation

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T11:41:03.253269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4417b52a-f941-4960-9990-e6d9ab624258 · outbound

This paper cites an unresolved cited work.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-07-05T11:41:03.251085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b5c8e692-e264-402f-8f0a-a85f612b7fe0 · outbound

This paper cites Aligning Text-to-Image Models using Human Feedback.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Aligning Text-to-Image Models using Human Feedback

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-07-05T11:41:02.691097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b81c3fca-2bca-4437-979b-38122cd35747 · outbound

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

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-07-05T11:41:02.741472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0775978b-cf29-4203-8b46-d8ef832ab3e1 · outbound

This paper cites Flow Matching for Generative Modeling.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Flow Matching for Generative Modeling

Reference 26

Resolution: metadata mismatch; local_arxiv, observed 2026-07-05T11:41:02.727340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 96da687b-17c1-4a7e-bd1a-82ee1751759c · outbound

This paper cites Towards Out-Of-Distribution Generalization: A Survey.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Towards Out-Of-Distribution Generalization: A Survey

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-07-05T11:41:02.688507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b640459f-ed0b-4348-bb53-b8f8b7e216bf · outbound

This paper cites Flow-grpo: Training flow matching models via online rl.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Flow-grpo: Training flow matching models via online rl

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T11:41:03.283195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9869a29e-bc9e-4b39-8157-0264ecad0691 · outbound

This paper cites and Hutter, F.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models and Hutter, F

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T11:41:03.281262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b7f09390-328a-49e9-a48b-9fe86ef07b36 · outbound

This paper cites Next-omni: Towards any-to-any omnimodal foundation models with discrete flow matching.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Next-omni: Towards any-to-any omnimodal foundation models with discrete flow matching

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-05T11:41:02.776969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f15ea21e-23da-4c7a-8eb2-9fb0313dfc23 · outbound

This paper cites Reinforcement learning meets masked generative models: Mask- grpo for text-to-image generation.arXiv preprint arXiv:2510.13418.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Reinforcement learning meets masked generative models: Mask- grpo for text-to-image generation.arXiv preprint arXiv:2510.13418

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-07-05T11:41:02.751239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 05f2e48e-353b-45d8-8ebe-620ec8419267 · outbound

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

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-07-05T11:41:02.768393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 53e87148-3260-458c-8c54-baa7c96f3e4e · outbound

This paper cites D., Ermon, S., and Finn, C.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models D., Ermon, S., and Finn, C

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T11:41:03.285164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7d731e9b-1ba6-4632-9bc2-aa257d198dd7 · outbound

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

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models High-resolution image synthesis with latent diffusion models

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T11:41:03.279112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5eb561f2-ae11-49e1-9af3-8fad8d862a72 · outbound

This paper cites Proximal Policy Optimization Algorithms.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Proximal Policy Optimization Algorithms

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-07-05T11:41:02.762955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation be9bdce0-d43f-4a2b-acb1-2251160bf07a · outbound

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

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Seedream 4.0: Toward Next-generation Multimodal Image Generation

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-07-05T11:41:02.771268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 486573f1-78a0-426d-a94f-28536a499113 · outbound

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

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-07-05T11:41:02.747263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e27124f9-ff59-4d29-892c-4b872ea89dc4 · outbound

This paper cites Flow Matching with General Discrete Paths: A Kinetic-Optimal Perspective.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Flow Matching with General Discrete Paths: A Kinetic-Optimal Perspective

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-07-05T11:41:02.754194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3abe7789-258f-47e5-9fb7-f9d6eecb4baa · outbound

This paper cites S., Barto, A.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models S., Barto, A

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T11:41:03.273719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 529d9cef-48ba-4771-be2f-38a21d06a531 · outbound

This paper cites Diffusion model alignment using direct preference optimization.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Diffusion model alignment using direct preference optimization

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T11:41:03.271761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 782acd3b-c1c6-47c8-b995-e7a6163bd875 · outbound

This paper cites Wan: Open and Advanced Large-Scale Video Generative Models.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Wan: Open and Advanced Large-Scale Video Generative Models

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-07-05T11:41:02.706343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f7f62af5-c6db-4057-85c9-ea7f551df780 · outbound

This paper cites FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-07-05T11:41:02.730254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 427688d5-baaa-4134-a99d-d42f8abae46b · outbound

This paper cites SimpleAR: Pushing the Frontier of Autoregressive Visual Generation through Pretraining, SFT, and RL.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models SimpleAR: Pushing the Frontier of Autoregressive Visual Generation through Pretraining, SFT, and RL

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-07-05T11:41:02.765614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2454d854-f445-4dcb-ac5b-daba494971b3 · outbound

This paper cites Emu3: Next-Token Prediction is All You Need.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Emu3: Next-Token Prediction is All You Need

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-07-05T11:41:02.693604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 53d089ec-9a4c-47b7-8f73-98b919701ef1 · outbound

This paper cites SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer

Reference 45

Resolution: metadata mismatch; local_arxiv, observed 2026-07-05T11:41:02.724490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8309d9e3-b323-4341-952d-e7fba4eed161 · outbound

This paper cites Show-o: One Single Transformer to Unify Multimodal Understanding and Generation.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models Show-o: One Single Transformer to Unify Multimodal Understanding and Generation

Reference 46

Resolution: metadata mismatch; local_arxiv, observed 2026-07-05T11:41:02.759648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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

This paper cites DanceGRPO: Unleashing GRPO on Visual Generation.

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 2026-08-10T06:31:04.303077+00:00.

Observation b3a36a80-9a83-44db-b2a4-c91951241ed6 · outbound

This paper cites GPT-ImgEval: A Comprehensive Benchmark for Diagnosing GPT4o in Image Generation.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models GPT-ImgEval: A Comprehensive Benchmark for Diagnosing GPT4o in Image Generation

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-07-05T11:41:02.717476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8d27081b-2c26-4c0d-a0fd-c0ebea6b92b7 · outbound

This paper cites A Dense Reward View on Aligning Text-to-Image Diffusion with Preference.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models A Dense Reward View on Aligning Text-to-Image Diffusion with Preference

Reference 49

Resolution: verified exact; local_arxiv, observed 2026-07-05T11:41:02.699888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0c04e99a-1fe5-49d2-8239-1c83db1a03e4 · outbound

This paper cites G., Yang, M.-H., Hao, Y., Essa, I., et al.

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models G., Yang, M.-H., Hao, Y., Essa, I., et al

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T11:41:03.275835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

Observation 3d15d22c-22fd-45d9-a6d9-068d409238b0 · inbound

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation cites this paper.

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T04:57:36.109021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50e745f9-0b7f-49ca-8b64-8b9f8b5e197f · inbound

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models cites this paper.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-01T17:41:02.166858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.