Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-13T13:27:50.031781Z
Paper Citation Record · LEDGER
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
As of 7 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 89 inbound Pith citation observations for arXiv:2507.21802.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T14:42:14.452986Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-09T03:05:55.323624Z
Reference resolution
59 of 59 outbound references displayed
- verified exact23
- verified fuzzy34
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a6e645e7-5263-405f-afda-4269c5cfde73 · outbound
This paper cites Stochastic Interpolants: A Unifying Framework for Flows and Diffusions.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Stochastic Interpolants: A Unifying Framework for Flows and Diffusions
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-05-13T13:27:50.123522Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 68d8ec45-ae93-4df7-9ce5-0aba8080296b · outbound
This paper cites Discount factor as a regularizer in reinforcement learning.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Discount factor as a regularizer in reinforcement learning
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.152526Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ab25c8a0-027a-4ba0-b7c7-66fa228ce327 · outbound
This paper cites Training Diffusion Models with Reinforcement Learning.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Training Diffusion Models with Reinforcement Learning
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-05-13T13:27:50.100880Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9e45b561-18ee-4719-b1f5-419c6aa564c8 · outbound
This paper cites Scaling recti- fied flow transformers for high-resolution image synthesis.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Scaling recti- fied flow transformers for high-resolution image synthesis
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.154396Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9fcc7767-544d-4831-bc52-de7205cd323a · outbound
This paper cites Optimizing DDPM Sampling with Shortcut Fine-Tuning.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Optimizing DDPM Sampling with Shortcut Fine-Tuning
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.075708Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9b3836f6-0050-4b5a-a985-4c8975a6be23 · outbound
This paper cites Dpok: Reinforcement learning for fine-tuning text-to-image diffu- sion models.Advances in Neural Information Processing Systems, 36:79858–79885.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Dpok: Reinforcement learning for fine-tuning text-to-image diffu- sion models.Advances in Neural Information Processing Systems, 36:79858–79885
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.156549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e6eb13b6-122a-4bba-ae32-163f0b45b68b · outbound
This paper cites Murphy, and Tim Salimans.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Murphy, and Tim Salimans
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.158107Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d0b89f61-0c5c-47b7-b0e6-93fd71225cee · outbound
This paper cites Denoising dif- fusion probabilistic models.Advances in neural information processing systems, 33:6840–6851.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Denoising dif- fusion probabilistic models.Advances in neural information processing systems, 33:6840–6851
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.159961Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 13f1ca0b-fe66-427b-9e49-ab08d0e12a3c · outbound
This paper cites Lora: Low-rank adaptation of large language models.ICLR, 1(2):3.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Lora: Low-rank adaptation of large language models.ICLR, 1(2):3
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.161597Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 01590baa-ad40-4044-a802-d4b4ffc91cfe · outbound
This paper cites On the role of discount factor in offline reinforcement learn- ing.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE On the role of discount factor in offline reinforcement learn- ing
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.163557Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7802b059-b72e-454c-9e67-8e9c86a27f21 · outbound
This paper cites Muon: An optimizer for hidden layers in neural networks.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Muon: An optimizer for hidden layers in neural networks
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.165632Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 44cef111-8c63-4cee-bda8-972882025dd2 · outbound
This paper cites Elucidating the design space of diffusion-based generative models.Advances in neural information processing systems, 35:26565–26577.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Elucidating the design space of diffusion-based generative models.Advances in neural information processing systems, 35:26565–26577
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.167439Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 02e805f8-7857-48f4-9d6e-eec3f99e65e3 · outbound
This paper cites Pick-a-pic: An open dataset of user preferences for text-to-image generation.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Pick-a-pic: An open dataset of user preferences for text-to-image generation
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.169322Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c0f2589a-66b5-43d3-9a22-5e409fac795c · outbound
This paper cites Flux.https://github.com/ black-forest-labs/flux.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Flux.https://github.com/ black-forest-labs/flux
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.171071Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f71c6218-2be7-42b8-a2f0-96400e795153 · outbound
This paper cites Aligning Text-to-Image Models using Human Feedback.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Aligning Text-to-Image Models using Human Feedback
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T20:39:15.590122Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a8026d3a-7ea5-4952-86c1-209faa2ec33f · outbound
This paper cites Aes- thetic post-training diffusion models from generic prefer- ences with step-by-step preference optimization.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Aes- thetic post-training diffusion models from generic prefer- ences with step-by-step preference optimization
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.172848Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e68b3415-a2e0-496a-ae47-3e278e920962 · outbound
This paper cites Flow Matching for Generative Modeling.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Flow Matching for Generative Modeling
Reference 17
- Resolution
- verified exact
- local_arxiv, observed 2026-05-13T13:27:50.084181Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5bcd5663-6cd7-4c61-948b-8f4f6f33f526 · outbound
This paper cites Flow-GRPO: Training Flow Matching Models via Online RL.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Flow-GRPO: Training Flow Matching Models via Online RL
Reference 18
- Resolution
- verified exact
- local_arxiv, observed 2026-05-13T13:27:50.089562Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a7e2b88a-e714-48b1-8b17-154a4680fed5 · outbound
This paper cites Improving Video Generation with Human Feedback.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Improving Video Generation with Human Feedback
Reference 19
- 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 2026-08-07T06:34:17.273281+00:00.
Observation 56a82ff0-842a-45c4-9364-a2eca16dc7ee · outbound
This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-05-13T13:27:50.095685Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 08338e1e-cf23-4266-9b4b-ab7decdcb2e6 · outbound
This paper cites Decoupled Weight Decay Regularization.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Decoupled Weight Decay Regularization
Reference 21
- Resolution
- verified exact
- local_arxiv, observed 2026-05-13T13:27:50.098208Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bd3371fa-7d6f-432a-becc-3febbbf189ab · outbound
This paper cites Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps.Advances in Neural Information Processing Systems, 35:5775–5787.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps.Advances in Neural Information Processing Systems, 35:5775–5787
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.174992Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 69152a4d-ba6f-4b73-88b5-c0a5b3cc97f8 · outbound
This paper cites DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T07:54:11.877839Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 57c13cb5-538d-4f6d-9f2d-53728ea26d6a · outbound
This paper cites Hpsv3: Towards wide-spectrum human preference score.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Hpsv3: Towards wide-spectrum human preference score
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.176708Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bac5c7bc-42b5-42cc-a21f-5ea0ab4b7120 · outbound
This paper cites Reward hacking behavior can generalize across tasks—ai alignment forum.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Reward hacking behavior can generalize across tasks—ai alignment forum
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.178438Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1539f7b2-1a2f-469e-bf57-d1dbd7a65d11 · outbound
This paper cites Stochastic differential equations.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Stochastic differential equations
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.180067Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2d55c5fc-224f-42b9-a012-97c979ab902d · outbound
This paper cites Training language models to follow instructions with human feedback.Ad- vances in neural information processing systems, 35:27730– 27744.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Training language models to follow instructions with human feedback.Ad- vances in neural information processing systems, 35:27730– 27744
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.181876Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1cef30f6-08f4-453e-80ea-e904bd6b59e4 · outbound
This paper cites Rethinking the discount factor in reinforcement learning: A decision theoretic approach.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Rethinking the discount factor in reinforcement learning: A decision theoretic approach
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.183701Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1be115c9-f082-4ce1-b519-cbb91234fd68 · outbound
This paper cites Learning transferable visual models from natural language supervi- sion.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Learning transferable visual models from natural language supervi- sion
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.185632Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5190fe21-3b18-430d-938c-4dea76ad2816 · outbound
This paper cites Springer.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Springer
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.187402Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bb6058f2-cf9f-4daf-a806-cda332d2e49e · outbound
This paper cites High-resolution image synthesis with latent diffusion models.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE High-resolution image synthesis with latent diffusion models
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.189065Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4fabe8d6-152b-4079-b166-4af97248795c · outbound
This paper cites Progressive Distillation for Fast Sampling of Diffusion Models.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Progressive Distillation for Fast Sampling of Diffusion Models
Reference 32
- Resolution
- verified exact
- local_arxiv, observed 2026-05-13T13:27:50.107271Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5b2e0eaf-324d-406c-8563-d5df48d7859f · outbound
This paper cites Proximal Policy Optimization Algorithms.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Proximal Policy Optimization Algorithms
Reference 33
- Resolution
- verified exact
- local_arxiv, observed 2026-05-13T13:27:50.110053Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 79b08765-5bbd-4c67-8f7e-e078500d19f6 · outbound
This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 34
- Resolution
- verified exact
- local_arxiv, observed 2026-05-13T13:27:50.112867Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ddab1155-8cac-45b3-9b25-31fd705afceb · outbound
This paper cites Denoising Diffusion Implicit Models.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Denoising Diffusion Implicit Models
Reference 35
- Resolution
- verified exact
- local_arxiv, observed 2026-05-13T13:27:50.115280Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ba742b2c-17a6-4821-91f3-907da8cd859d · outbound
This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Score-Based Generative Modeling through Stochastic Differential Equations
Reference 36
- Resolution
- verified exact
- local_arxiv, observed 2026-05-13T13:27:50.118466Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f281d133-e530-455f-b482-af198a50448d · outbound
This paper cites Hunyuanvideo 1.5 technical report.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Hunyuanvideo 1.5 technical report
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.190802Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f6720920-3ec0-48c8-ae9e-3d68f885258f · outbound
This paper cites Delving into RL for Image Generation with CoT: A Study on DPO vs. GRPO.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Delving into RL for Image Generation with CoT: A Study on DPO vs. GRPO
Reference 38
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.062590Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b1c37ea5-0fd9-4777-8225-44f2c5a59d27 · outbound
This paper cites Diffusion model align- ment using direct preference optimization.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Diffusion model align- ment using direct preference optimization
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.125663Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d0d7be2e-637a-4acb-b18b-4f9005da4c64 · outbound
This paper cites Coefficients-preserving sampling for reinforcement learning with flow matching.arXiv preprint arXiv:2509.05952.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Coefficients-preserving sampling for reinforcement learning with flow matching.arXiv preprint arXiv:2509.05952
Reference 40
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.069638Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f232023b-6c13-46b4-9a5b-7626c418d429 · outbound
This paper cites Unified Reward Model for Multimodal Understanding and Generation.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Unified Reward Model for Multimodal Understanding and Generation
Reference 41
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T00:44:31.060111Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 56045798-c251-4190-9854-cecb6b809622 · outbound
This paper cites Reward hacking in reinforcement learning.lil- ianweng.github.io.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Reward hacking in reinforcement learning.lil- ianweng.github.io
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.127551Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation aa41ecd4-f187-471c-8c5d-4737894c39c5 · outbound
This paper cites RewardDance: Reward Scaling in Visual Generation.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE RewardDance: Reward Scaling in Visual Generation
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.078729Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f15c3b90-4822-4e3d-8280-d9a7e5301ab8 · outbound
This paper cites Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis
Reference 44
- Resolution
- verified exact
- local_arxiv, observed 2026-05-13T13:27:50.081665Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a3aafaa2-2b7b-412b-bb95-778be32df14c · outbound
This paper cites Imagere- ward: Learning and evaluating human preferences for text- to-image generation.Advances in Neural Information Pro- cessing Systems, 36:15903–15935.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Imagere- ward: Learning and evaluating human preferences for text- to-image generation.Advances in Neural Information Pro- cessing Systems, 36:15903–15935
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.129615Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b523e086-e4e2-4522-80f8-1bcec5691206 · outbound
This paper cites DanceGRPO: Unleashing GRPO on Visual Generation.
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 2026-08-07T06:34:17.273281+00:00.
Observation d60bd1e5-c1e0-42d3-a2d0-5cc42091e832 · outbound
This paper cites Discussion on flow-grpo issue 7.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Discussion on flow-grpo issue 7
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.131677Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 00afcc67-13fa-46d3-a932-a552faefd466 · outbound
This paper cites One-step diffusion with distribution matching distillation.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE One-step diffusion with distribution matching distillation
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.133598Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 42ca2359-5bf1-43c3-9a3d-057d3c58c765 · outbound
This paper cites Self-play fine-tuning of diffusion models for text-to-image generation.Advances in Neural Information Processing Sys- tems, 37:73366–73398.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Self-play fine-tuning of diffusion models for text-to-image generation.Advances in Neural Information Processing Sys- tems, 37:73366–73398
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.135487Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c12589b4-64f3-4f19-a2dd-c1c6407e1ad4 · outbound
This paper cites Unipc: A unified predictor-corrector framework for fast sampling of diffusion models.Advances in Neural Information Processing Systems, 36:49842–49869.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Unipc: A unified predictor-corrector framework for fast sampling of diffusion models.Advances in Neural Information Processing Systems, 36:49842–49869
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.137623Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1b81e192-be19-4181-9d68-9bb09547c4ed · outbound
This paper cites Dpm- solver-v3: Improved diffusion ode solver with empirical model statistics.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Dpm- solver-v3: Improved diffusion ode solver with empirical model statistics
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.139412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ac18995e-0f18-415e-8f98-746c89367d39 · outbound
This paper cites Drivinggen: A comprehensive benchmark for generative video world models in autonomous driving.arXiv preprint arXiv:2601.01528.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Drivinggen: A comprehensive benchmark for generative video world models in autonomous driving.arXiv preprint arXiv:2601.01528
Reference 52
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.104527Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 82c93157-c4d1-4944-a924-e379b49fb646 · outbound
This paper cites (7) has the same convergence as Eq.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE (7) has the same convergence as Eq
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.141448Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b047cdc8-b596-44ab-8bfc-8596ca35bb50 · outbound
This paper cites We denote the discrete time steps by an index i∈ {0,1.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE We denote the discrete time steps by an index i∈ {0,1
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.143652Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 77cf1c3d-6c5e-4b67-ac12-9dcf247e591d · outbound
This paper cites an unresolved cited work.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T13:27:50.145255Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8799ed57-928a-4b13-b04d-09ecfcfa136d · outbound
This paper cites an unresolved cited work.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Unresolved cited work
Reference 56
- Resolution
- unresolved
- raw_fallback, observed 2026-05-13T13:27:50.147017Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 360e075c-a856-46e1-bd30-fa0574ac969f · outbound
This paper cites We established two reciprocal settings to evaluate both in-domain (ID) and out-of-domain (OOD) performance.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE We established two reciprocal settings to evaluate both in-domain (ID) and out-of-domain (OOD) performance
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.148841Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3b000dbf-fad0-443b-bc8b-4c528505c820 · outbound
This paper cites an unresolved cited work.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE Unresolved cited work
Reference 58
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.121066Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 63ddb5cc-a635-437f-999b-d36468793732 · outbound
This paper cites PROMPT: 16-year-old teenager wearing a white bear-ear hat with a smirk on their face.
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE PROMPT: 16-year-old teenager wearing a white bear-ear hat with a smirk on their face
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:27:50.150581Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Pith citing papers
Observation 8868ede2-1a2b-4b50-80fc-f0d65d767f45 · inbound
A Survey of Reinforcement Learning for Large Reasoning Models cites this paper.
A Survey of Reinforcement Learning for Large Reasoning Models MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 277
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T00:02:24.718091Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cd369139-8524-440d-b00a-1c51216cf953 · inbound
Dynamic-TreeRPO: Breaking the Independent Trajectory Bottleneck with Structured Sampling cites this paper.
Dynamic-TreeRPO: Breaking the Independent Trajectory Bottleneck with Structured Sampling MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T21:30:39.200519Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9245787c-c16d-41c4-8bd6-20dbe174cbb2 · inbound
HunyuanImage 3.0 Technical Report cites this paper.
HunyuanImage 3.0 Technical Report MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 41
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T02:02:32.872717Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a398429a-adbb-4bf3-9d43-b4c12e721b91 · inbound
HunyuanImage 3.0 Technical Report cites this paper.
HunyuanImage 3.0 Technical Report MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T14:42:14.452986Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a334ff87-f36a-48ed-88b5-8e58dd71a754 · 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 MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T19:50:33.861376Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3e628352-3919-484a-8e72-2c47f290b740 · inbound
Seeing What Matters: Visual Preference Policy Optimization for Visual Generation cites this paper.
Seeing What Matters: Visual Preference Policy Optimization for Visual Generation MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T18:44:18.933610Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a53b66a3-d14b-4c2e-9068-81b22b044828 · inbound
HunyuanVideo 1.5 Technical Report cites this paper.
HunyuanVideo 1.5 Technical Report MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-05-15T02:31:35.086217Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5db676d6-2ab4-4175-bdba-39f7c6d3850f · inbound
Rethinking Reward Signals in Video GRPO: When Scores Become Targets cites this paper.
Rethinking Reward Signals in Video GRPO: When Scores Become Targets MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T20:36:06.500523Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cde24e99-d1f6-4383-bea0-86b457ff8e3d · 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 MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T03:58:49.354792Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3debb3f2-0a17-447f-868d-d5c1937d0c32 · inbound
Edit in 2D, Verify in 3D: Reinforcement Learning for Multi-view Consistent Scene Editing cites this paper.
Edit in 2D, Verify in 3D: Reinforcement Learning for Multi-view Consistent Scene Editing MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T19:14:08.102419Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b53cd30e-aeaf-490c-a020-e02ce5c46acd · 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 MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T18:25:55.487831Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a73b0f2-fc5c-481e-929e-63ce7e7e413e · inbound
AR-CoPO: Align Autoregressive Video Generation with Contrastive Policy Optimization cites this paper.
AR-CoPO: Align Autoregressive Video Generation with Contrastive Policy Optimization MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 7
- 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 72b55ceb-f0de-40cf-ad23-fbfb41e5554c · inbound
CellFluxRL: Biologically-Constrained Virtual Cell Modeling via Reinforcement Learning cites this paper.
CellFluxRL: Biologically-Constrained Virtual Cell Modeling via Reinforcement Learning MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 19
- Resolution
- verified exact
- local_arxiv, observed 2026-05-15T01:08:25.877291Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8806594b-59f8-4b3f-bcaa-ac4c1f1187f3 · inbound
CellFluxRL: Biologically-Constrained Virtual Cell Modeling via Reinforcement Learning cites this paper.
CellFluxRL: Biologically-Constrained Virtual Cell Modeling via Reinforcement Learning MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 19
- Resolution
- verified exact
- local_arxiv, observed 2026-05-22T10:44:47.566144Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 058c0b06-edd5-4b43-bf49-2860a935b513 · inbound
YingMusic-Singer: Controllable Singing Voice Synthesis with Flexible Lyric Manipulation and Annotation-free Melody Guidance cites this paper.
YingMusic-Singer: Controllable Singing Voice Synthesis with Flexible Lyric Manipulation and Annotation-free Melody Guidance MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 23
- Resolution
- verified exact
- local_arxiv, observed 2026-05-15T00:23:22.732115Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2769c7b5-5aa3-4a4e-a357-fdf1b99b5d2c · inbound
YingMusic-Singer: Controllable Singing Voice Synthesis with Flexible Lyric Manipulation and Annotation-free Melody Guidance cites this paper.
YingMusic-Singer: Controllable Singing Voice Synthesis with Flexible Lyric Manipulation and Annotation-free Melody Guidance MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T18:44:48.222670Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aefb9526-ba03-48b6-b838-d3c4a1c12c5f · inbound
OP-GRPO: Efficient Off-Policy GRPO for Flow-Matching Models cites this paper.
OP-GRPO: Efficient Off-Policy GRPO for Flow-Matching Models MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 15
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-13T16:48:02.901980Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d6128819-ff9e-4a21-872c-b4bddfb0b596 · 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 MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.191417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b1195fd9-08fd-4bf0-bb35-39b6fc714e87 · inbound
MAR-GRPO: Stabilized GRPO for AR-diffusion Hybrid Image Generation cites this paper.
MAR-GRPO: Stabilized GRPO for AR-diffusion Hybrid Image Generation MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.191417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4657ff26-0101-4a86-8ad3-22f841af5385 · inbound
Region-Constrained Group Relative Policy Optimization for Flow-Based Image Editing cites this paper.
Region-Constrained Group Relative Policy Optimization for Flow-Based Image Editing MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 18
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-13T13:27:50.191417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b77e20c1-86dd-4a3d-9708-aaa4beea0bd4 · inbound
Reward-Aware Trajectory Shaping for Few-step Visual Generation cites this paper.
Reward-Aware Trajectory Shaping for Few-step Visual Generation MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.191417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2f7709ec-8759-42de-b918-7f75fbf299da · 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 MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.191417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c6338d41-723b-47c8-84b2-19ed48105d2e · 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 MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.191417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7977d59e-bc2c-48ea-9515-d235b0431179 · 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 MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 24
- Resolution
- verified exact
- local_arxiv, observed 2026-07-05T17:51:14.864977Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 88b04ae8-eea4-4a3f-ad7b-760a37799735 · 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 MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.191417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b81c3fca-2bca-4437-979b-38122cd35747 · 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 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 2026-08-07T06:34:17.273281+00:00.
Observation e3c64190-649a-461e-bfc7-1c22d6f3af1d · inbound
Guiding Distribution Matching Distillation with Gradient-Based Reinforcement Learning cites this paper.
Guiding Distribution Matching Distillation with Gradient-Based Reinforcement Learning MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 21
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-13T13:27:50.191417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 90700c28-8da6-4ce7-a47a-60532904e19c · 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 MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.191417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bba641cb-c427-41bf-9519-cd9c2fdfe80a · inbound
ParetoSlider: Diffusion Models Post-Training for Continuous Reward Control cites this paper.
ParetoSlider: Diffusion Models Post-Training for Continuous Reward Control MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 27
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.191417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bfd9da75-e88f-4a31-adab-0d2c1ca98e54 · 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 MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.191417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3f1a5258-6228-419a-84c8-3d07a7c769f9 · inbound
POCA: Pareto-Optimal Curriculum Alignment for Visual Text Generation cites this paper.
POCA: Pareto-Optimal Curriculum Alignment for Visual Text Generation MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.191417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 736447ae-cdb4-46ed-abd0-37fdbfa90f61 · inbound
A Systematic Post-Train Framework for Video Generation cites this paper.
A Systematic Post-Train Framework for Video Generation MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.191417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a338c0d7-c605-4c99-b51b-1e3dca32e9af · 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 MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.191417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bcdb6f22-f8a1-47fe-9494-6e1a8e4d7ab4 · 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 MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.191417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8fc19dc2-52cf-42ed-bf8a-91bfd7807841 · 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 MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.191417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 93266165-4672-47ae-b828-907094e9e052 · 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 MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T14:39:01.164974Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d57b77dc-2fd1-4040-9b6e-0da1eb9e5bc7 · inbound
Flow-OPD: On-Policy Distillation for Flow Matching Models cites this paper.
Flow-OPD: On-Policy Distillation for Flow Matching Models MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.191417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2c9671d1-f1f9-4855-a4e7-cdf8b1d98f26 · inbound
Flow-OPD: On-Policy Distillation for Flow Matching Models cites this paper.
Flow-OPD: On-Policy Distillation for Flow Matching Models MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.191417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5597444f-8c92-4e6a-b515-67b915947f29 · inbound
Flow-OPD: On-Policy Distillation for Flow Matching Models cites this paper.
Flow-OPD: On-Policy Distillation for Flow Matching Models MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 18
- Resolution
- verified exact
- local_arxiv, observed 2026-05-15T05:55:05.190840Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6c153ea5-bd1d-4d84-b42e-757fcff11932 · inbound
Flow-OPD: On-Policy Distillation for Flow Matching Models cites this paper.
Flow-OPD: On-Policy Distillation for Flow Matching Models MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 18
- Resolution
- verified exact
- local_arxiv, observed 2026-05-20T22:43:51.732869Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 468b2dac-b30a-4bec-88eb-4ca16c29c1ce · inbound
Flow-OPD: On-Policy Distillation for Flow Matching Models cites this paper.
Flow-OPD: On-Policy Distillation for Flow Matching Models MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 18
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T23:05:07.197061Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ce58009f-87c4-4e77-8b9a-01e38797136e · 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 MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 100
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.191417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f9cf8ee5-bc33-4dcd-afc6-d767ea10d7d3 · 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 MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.191417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 73ca1cca-241d-4049-b55e-7618a2156398 · 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 MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 26
- Resolution
- verified exact
- local_arxiv, observed 2026-05-14T22:03:02.895835Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5f30d301-1923-4535-a409-a8a487eebc22 · 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 MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 34
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.191417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 32ae3a70-7185-4e87-a0fc-c041f32ff129 · 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 MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 12
- 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 855ab3cb-01ab-4590-87a2-c7f8f7a414ae · 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 MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:27:50.191417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 468f52a0-de5f-4cb4-b2c3-dccf3828645c · inbound
CreFlow: Corrective Reflow for Sparse-Reward Embodied Video Diffusion RL cites this paper.
CreFlow: Corrective Reflow for Sparse-Reward Embodied Video Diffusion RL MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-05-15T02:43:33.349146Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 55647549-b283-424b-9c35-f1bfbd389a0b · 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 MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 9
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T14:25:46.847896Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d70f820d-e498-43bc-a274-9d435c689212 · inbound
Embedding-perturbed Exploration Preference Optimization for Flow Models cites this paper.
Embedding-perturbed Exploration Preference Optimization for Flow Models MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 43
- Resolution
- verified exact
- local_arxiv, observed 2026-05-20T18:38:53.005025Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation efb5db7c-1705-4114-aaba-935d92d56471 · inbound
Flash-GRPO: Efficient Alignment for Video Diffusion via One-Step Policy Optimization cites this paper.
Flash-GRPO: Efficient Alignment for Video Diffusion via One-Step Policy Optimization MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-05-20T18:28:52.878331Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a05b6ca9-d166-4486-bcb5-78a9f618a840 · inbound
Flash-GRPO: Efficient Alignment for Video Diffusion via One-Step Policy Optimization cites this paper.
Flash-GRPO: Efficient Alignment for Video Diffusion via One-Step Policy Optimization MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T19:45:00.963959Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9cc0f2aa-b08e-4eae-a45c-7badd3bee755 · inbound
Edit-GRPO: A Locality-Preserving Policy Optimization Framework for Image Editing cites this paper.
Edit-GRPO: A Locality-Preserving Policy Optimization Framework for Image Editing MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 14
- Resolution
- verified exact
- local_arxiv, observed 2026-05-19T20:47:45.812492Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 63515aaa-78d0-4b25-a5ce-13a7999f49db · inbound
GeoFlow: Enforcing Implicit Geometric Consistency in Video Generation cites this paper.
GeoFlow: Enforcing Implicit Geometric Consistency in Video Generation MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 37
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-20T11:08:13.618209Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ba26cc4b-fcee-4cf5-b73b-35389681885b · inbound
When Preference Labels Fall Short: Aligning Diffusion Models from Real Data cites this paper.
When Preference Labels Fall Short: Aligning Diffusion Models from Real Data MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-05-20T06:13:05.210482Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f8a0a477-8269-4383-a70f-699545078023 · inbound
When Preference Labels Fall Short: Aligning Diffusion Models from Real Data cites this paper.
When Preference Labels Fall Short: Aligning Diffusion Models from Real Data MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T18:14:59.853209Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1752c659-afff-4df8-939c-1aec8eda54e4 · inbound
Lens: Rethinking Training Efficiency for Foundational Text-to-Image Models cites this paper.
Lens: Rethinking Training Efficiency for Foundational Text-to-Image Models MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 54
- Resolution
- verified exact
- local_arxiv, observed 2026-05-22T09:34:46.735661Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation df2e6ac4-d499-4423-8150-6227bcdf5474 · inbound
Precise: SDE-Consistent Stochastic Sampling for RL Post-Training of Flow-Matching Models cites this paper.
Precise: SDE-Consistent Stochastic Sampling for RL Post-Training of Flow-Matching Models MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 7
- Resolution
- verified exact
- local_arxiv, observed 2026-05-25T05:05:22.231265Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c528e01b-bc56-4c96-a91f-4d0b9bd8f1ff · inbound
Geo-Align: Video Generation Alignment via Metric Geometry Reward cites this paper.
Geo-Align: Video Generation Alignment via Metric Geometry Reward MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 52
- Resolution
- verified exact
- local_arxiv, observed 2026-05-25T04:16:35.919678Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cd05b501-623e-4bdb-a0c9-479db4f63265 · inbound
DRM: Diffusion-based Reward Model With Step-wise Guidance cites this paper.
DRM: Diffusion-based Reward Model With Step-wise Guidance MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-06-29T22:13:59.368093Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b4459e72-fced-4a42-a3fc-3296ee2c0b17 · inbound
AdvantageFlow: Advantage-Weighted Least Squares for RL in Flow Models cites this paper.
AdvantageFlow: Advantage-Weighted Least Squares for RL in Flow Models MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 7
- Resolution
- verified exact
- local_arxiv, observed 2026-06-29T22:54:01.609833Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bd0106ab-4678-4d3f-8003-e469bb976eaa · inbound
Reinforcing Few-step Generators via Reward-Tilted Distribution Matching cites this paper.
Reinforcing Few-step Generators via Reward-Tilted Distribution Matching MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 36
- Resolution
- verified exact
- local_arxiv, observed 2026-06-29T22:24:00.289147Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a0129766-898d-45d3-8dfc-f094de0ae7c7 · inbound
Explicit Critic Guidance for Aligning Diffusion Models cites this paper.
Explicit Critic Guidance for Aligning Diffusion Models MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 34
- Resolution
- verified exact
- local_arxiv, observed 2026-06-29T18:23:50.784073Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2d926ce6-48ee-481b-9013-ece376fcfbb9 · inbound
OSP-Next: Efficient High-Quality Video Generation with Sparse Sequence Parallelism, HiF8 Quantization, and Reinforcement Learning cites this paper.
OSP-Next: Efficient High-Quality Video Generation with Sparse Sequence Parallelism, HiF8 Quantization, and Reinforcement Learning MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-06-29T13:13:27.508475Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 37a9e35d-a975-4f49-bfbc-c02194b2263b · inbound
Pave-GRPO: Beyond Instantaneous Guidance through Principled Average Velocity Decomposition cites this paper.
Pave-GRPO: Beyond Instantaneous Guidance through Principled Average Velocity Decomposition MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 9
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-01T22:16:16.516711Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 437e2a9d-64fa-4988-af77-6536d4439b9e · inbound
MT-EditFlow: Reinforcement Learning for Multi-Turn Image Editing with Flow Matching cites this paper.
MT-EditFlow: Reinforcement Learning for Multi-Turn Image Editing with Flow Matching MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 24
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T22:46:18.571746Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a72b6175-15ee-47cc-90b7-7df0a9ad454c · inbound
AdaGRPO: A Capability-Aware Adaptive Enhancement for Flow-based GRPO cites this paper.
AdaGRPO: A Capability-Aware Adaptive Enhancement for Flow-based GRPO MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 9
- Resolution
- verified exact
- local_arxiv, observed 2026-07-02T16:17:08.889278Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0e5f2a0e-f460-406a-97ab-d3c6796ba186 · inbound
Flow-DPPO: Divergence Proximal Policy Optimization for Flow Matching Models cites this paper.
Flow-DPPO: Divergence Proximal Policy Optimization for Flow Matching Models MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T03:57:38.720346Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 61854866-0511-4415-a68f-919c5c15d9ac · inbound
Flow-DPPO: Divergence Proximal Policy Optimization for Flow Matching Models cites this paper.
Flow-DPPO: Divergence Proximal Policy Optimization for Flow Matching Models MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T10:54:36.260111Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 609fe4fd-6705-4c20-9a2e-e2f9d73ebfe8 · inbound
Exploring the Design Space of Reward Backpropagation for Flow Matching cites this paper.
Exploring the Design Space of Reward Backpropagation for Flow Matching MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 23
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-03T04:07:36.933061Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 48ba4b77-2f01-49bd-af98-c50553121878 · inbound
World Model Self-Distillation: Training World Models to Solve General Tasks cites this paper.
World Model Self-Distillation: Training World Models to Solve General Tasks MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 37
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T10:07:55.841847Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 70a60581-f4d6-40d4-a357-69d25c55e494 · inbound
NoiseTilt: Noise-Tilted Reverse Kernels for Diffusion Reward Alignment cites this paper.
NoiseTilt: Noise-Tilted Reverse Kernels for Diffusion Reward Alignment MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 37
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:18:57.221211Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cad39056-3b68-460c-baba-dbdddb955a15 · inbound
NoiseTilt: Noise-Tilted Reverse Kernels for Diffusion Reward Alignment cites this paper.
NoiseTilt: Noise-Tilted Reverse Kernels for Diffusion Reward Alignment MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 37
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T10:54:36.441526Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9fae1f0b-4bcc-49b0-9fd9-b6bee223b777 · inbound
ProductConsistency: Improving Product Identity Preservation in Instruction-Based Image Editing via SFT and RL cites this paper.
ProductConsistency: Improving Product Identity Preservation in Instruction-Based Image Editing via SFT and RL MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-07-04T00:19:13.588700Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5062f946-8457-42e9-ae6b-1b72b58035e6 · inbound
ReFPO: Reflow Regularization for Flow Matching Policy Gradients cites this paper.
ReFPO: Reflow Regularization for Flow Matching Policy Gradients MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-07-04T06:19:37.820856Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5624ce66-2b0c-4222-982d-456237860547 · inbound
FlowTTS-GRPO: Online Reinforcement Learning with Multi-Objective Reward Optimization for Flow-Matching Based Text-to-Speech cites this paper.
FlowTTS-GRPO: Online Reinforcement Learning with Multi-Objective Reward Optimization for Flow-Matching Based Text-to-Speech MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 37
- Resolution
- verified exact
- local_arxiv, observed 2026-07-04T12:19:49.613140Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 76eea894-a3c4-41fc-a8b5-5126fd13f79d · inbound
FlowTTS-GRPO: Online Reinforcement Learning with Multi-Objective Reward Optimization for Flow-Matching Based Text-to-Speech cites this paper.
FlowTTS-GRPO: Online Reinforcement Learning with Multi-Objective Reward Optimization for Flow-Matching Based Text-to-Speech MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T12:44:20.831164Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2707351-81d3-434d-8039-c8d1d9778a81 · inbound
DivRL: Disentangled Self-Similarity Rewards for Diverse Subject-Driven Generation cites this paper.
DivRL: Disentangled Self-Similarity Rewards for Diverse Subject-Driven Generation MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 15
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-04T10:39:45.613142Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e3627ee1-7ffe-420d-aa21-474501174cef · inbound
DiffusionBench: On Holistic Evaluation of Diffusion Transformers cites this paper.
DiffusionBench: On Holistic Evaluation of Diffusion Transformers MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 200
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-04T16:59:58.067786Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b9e3b56f-6cd3-4e37-bcec-ca53fad28eb4 · inbound
PerturbCellRL: Verifier-Guided Reinforcement Learning for Single-Cell Perturbation Prediction cites this paper.
PerturbCellRL: Verifier-Guided Reinforcement Learning for Single-Cell Perturbation Prediction MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-06-29T18:13:49.499985Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1fc2db18-0be0-43bf-964d-710ba3fadc86 · inbound
TempAct: Advancing Temporal Plausibility in Autoregressive Video Generation via Planner-Executor RL cites this paper.
TempAct: Advancing Temporal Plausibility in Autoregressive Video Generation via Planner-Executor RL MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-06-29T19:13:53.597642Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6ab7d8e5-3320-4773-a77c-4dec285beb5d · inbound
TempAct: Advancing Temporal Plausibility in Autoregressive Video Generation via Planner-Executor RL cites this paper.
TempAct: Advancing Temporal Plausibility in Autoregressive Video Generation via Planner-Executor RL MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T22:39:01.000105Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d3310fa1-5aeb-4d6b-936a-80a7e48e8dd3 · inbound
Dual-Flow Reinforcement Learning with State-Aware Exploration cites this paper.
Dual-Flow Reinforcement Learning with State-Aware Exploration MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 36
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T07:24:21.809233Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 76415a70-29e8-403c-af69-5e4bde012122 · inbound
FlowAWR: Online Adaptive Flow Reinforcement via Advantage-Weighted Rectification cites this paper.
FlowAWR: Online Adaptive Flow Reinforcement via Advantage-Weighted Rectification MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T07:14:20.929455Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8eb68b51-b172-464a-badd-d9190ae1d604 · inbound
Flow-Map GRPO: Reinforcement Learning for Few-Step Flow-Map Generators via Anchored Stochastic Composition cites this paper.
Flow-Map GRPO: Reinforcement Learning for Few-Step Flow-Map Generators via Anchored Stochastic Composition MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-07-02T16:07:08.231157Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 12a2d7a1-f1aa-40e8-8727-6e7ffa67f43f · inbound
Optimizing Visual Generative Models via Distribution-wise Rewards cites this paper.
Optimizing Visual Generative Models via Distribution-wise Rewards MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 17
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T16:48:39.749308Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eeef1473-3eaf-4837-88a0-1ef8999344ec · inbound
Scaling Mixture-of-Experts Video Pretraining for Embodied Intelligence cites this paper.
Scaling Mixture-of-Experts Video Pretraining for Embodied Intelligence MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 52
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T03:05:55.325140Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9a09be2e-4f18-419a-82e3-e1b14bb4f540 · inbound
STBridge: Shared-Target Alignment for Bridging Understanding and Generation in UMMs cites this paper.
STBridge: Shared-Target Alignment for Bridging Understanding and Generation in UMMs MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T18:56:58.829878Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d44aa620-02de-4478-9c35-374604cc2efd · 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 MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Reference 68
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T17:41:00.353583Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.