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Paper Citation Record · LEDGER

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models

As of 18 August 2026, this Paper Citation Record lists 97 of 97 outbound references and 0 inbound Pith citation observations for arXiv:2607.17572.

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

pith.paper-citation-record.v1
2607.17572 v3

Coverage vector

measured 97 of 97 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T17:41:04.258735Z

measured 97 of 97 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

97 of 97 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved96
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 32be5ac9-6976-43d6-bae0-ce5505e35fb7 · outbound

This paper cites 2024 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2024 , eprint=

Reference 1

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no resolver link, observed 2026-08-01T17:40:52.866482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T17:40:52.866482Z digest=sha256:d54cc2558e3d5d963cb8fd9c98094771b2db56be9f1201cd6ea74a69522afd19

Observation 276d07f7-cdb4-4ad4-ba62-238251b07ffc · outbound

This paper cites 2026 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2026 , eprint=

Reference 2

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source=arxiv_source observed=2026-08-01T17:40:52.950380Z digest=sha256:45c11be271a0651f771f439ac063421821876cc2c5d70c483716616b103d1538

Observation febf29ee-9fec-4ea6-90d4-2b53ea078270 · outbound

This paper cites 2026 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2026 , eprint=

Reference 3

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T17:40:53.024795Z digest=sha256:b1f79c9f709327ca4eff28a3e5c4729fe2cdc38ffefaa10d67d68a0e2bf126bc

Observation c8c95e3e-4228-4dd8-95c3-fef0444e9dd6 · outbound

This paper cites 2025 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2025 , eprint=

Reference 4

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source=arxiv_source observed=2026-08-01T17:40:53.082837Z digest=sha256:3a0dd5f50be088dde52a9fa3279557e0fc45b4000a23939043e89c5f03c7677a

Observation 18e35bbf-715a-4978-bb59-595ed1ba559c · outbound

This paper cites 2025 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2025 , eprint=

Reference 5

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source=arxiv_source observed=2026-08-01T17:40:53.174356Z digest=sha256:b6e451b3cd9cec72b98635bf06e24907b50cef6ac6854db6a16310c28015b9fc

Observation 5279fa82-1e56-429f-9f2a-fbaf9a8af527 · outbound

This paper cites 2020 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2020 , eprint=

Reference 6

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source=arxiv_source observed=2026-08-01T17:40:53.248765Z digest=sha256:301ef7dba401c8900bf5ab94b15db0fd651cefd0314fdaf409dec6448187878a

Observation 7771282a-3c85-48b0-ae30-57194fb416d3 · outbound

This paper cites 2022 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2022 , eprint=

Reference 7

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source=arxiv_source observed=2026-08-01T17:40:53.313679Z digest=sha256:4dbf6f9a09f18034614af6bcc4b8f77b9c9ebdbe86533a7d09e8509b888efc53

Observation efbcfd6f-90d6-4d80-b663-285739997b4e · outbound

This paper cites 2022 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2022 , eprint=

Reference 8

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source=arxiv_source observed=2026-08-01T17:40:53.385627Z digest=sha256:2a5902b127605226994696e3996b834994afda68c181fc2902523b7d64b69f05

Observation 79effb06-8ac1-4fc0-9038-68e5944483e7 · outbound

This paper cites 2024 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2024 , eprint=

Reference 9

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source=arxiv_source observed=2026-08-01T17:40:53.431577Z digest=sha256:631a7b650f7230254475e3c83db799d7318c39d1cbe150943abb2819efaff7c3

Observation 79c1679a-f6c8-4d71-83db-df4d5b77c115 · outbound

This paper cites Enhancing Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization , year=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Enhancing Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization , year=

Reference 10

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source=arxiv_source observed=2026-08-01T17:40:53.472367Z digest=sha256:6f4027faf619e669518239dd23d0a6925998d0c81a88200b3fe195841c7dad03

Observation 53a73c3e-7f10-432e-b5e8-24d22558f7de · outbound

This paper cites 2024 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2024 , eprint=

Reference 11

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source=arxiv_source observed=2026-08-01T17:40:53.545728Z digest=sha256:c57a3b7fb2ad0d27d26d0e1d01eede86d670e3b3ab6b1ed2c2679f241000074a

Observation d9cc39ff-a9fa-4ccd-a47c-83fb22bf2d01 · outbound

This paper cites DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models , url =.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models , url =

Reference 12

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source=arxiv_source observed=2026-08-01T17:40:53.620386Z digest=sha256:b0cd17918c9303ff8b696004a72ede91a00731e64b5e9ca5c515311d8f839dd4

Observation dc009443-cef9-42ea-88f6-4b1fb194a189 · outbound

This paper cites 2025 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2025 , eprint=

Reference 13

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source=arxiv_source observed=2026-08-01T17:40:53.683868Z digest=sha256:f3a02515865d65e5c2608042d9906ec6a07df4a1f4b189e3767714bdfce032ac

Observation f8c0a300-970f-40fa-b6ec-0de73a2f0b79 · outbound

This paper cites DiffPPO: Reinforcement Learning Fine-Tuning of Diffusion Models for Text-to-Image Generation , year=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models DiffPPO: Reinforcement Learning Fine-Tuning of Diffusion Models for Text-to-Image Generation , year=

Reference 14

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source=arxiv_source observed=2026-08-01T17:40:53.759453Z digest=sha256:50bf2d1a33f0e3c4b03d9d8f71bb3d2bfafbb42df34e44dd1bebc5c86a9391d9

Observation 7839f8eb-e5a3-4960-81ca-50c9b4f69f34 · outbound

This paper cites Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part XXV , pages =.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part XXV , pages =

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-01T17:40:53.833726Z digest=sha256:9b1acf88ebb9aa8f9043a4c5177b6fc8fab1b0ee19242719578bcd58a088b7d1

Observation 06958d25-45d8-4230-b004-511242713a8c · outbound

This paper cites Training Diffusion Models Towards Diverse Image Generation with Reinforcement Learning , year=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Training Diffusion Models Towards Diverse Image Generation with Reinforcement Learning , year=

Reference 16

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source=arxiv_source observed=2026-08-01T17:40:53.915318Z digest=sha256:875ab91b605274b3885287fe5449b9524924eb13cce8591a038bf3987847c98b

Observation c4c46bae-aede-4158-a433-016c50f54012 · outbound

This paper cites 2025 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2025 , eprint=

Reference 17

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source=arxiv_source observed=2026-08-01T17:40:53.976758Z digest=sha256:b9a6b5bffc40acc8f7b75481373eeccc709040451d0be0d201f828662a3055fc

Observation 52e45bfc-ed10-4aaf-ae43-20d574288305 · outbound

This paper cites 2023 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2023 , eprint=

Reference 18

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source=arxiv_source observed=2026-08-01T17:40:54.031271Z digest=sha256:6b2bdfce820a6932df6b33d32c0669e6a0df8ba72f4a18660578701181a48dfe

Observation a98590b2-e3ea-48a3-a128-d260da3d81f7 · outbound

This paper cites 2026 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2026 , eprint=

Reference 19

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source=arxiv_source observed=2026-08-01T17:40:54.086617Z digest=sha256:b51da823b5223bdc3a212c537244df611bba88809fa1f253861c30fdd97eea33

Observation 6e77edc1-477b-4894-b787-18fae7ca5343 · outbound

This paper cites 2025 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2025 , eprint=

Reference 20

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source=arxiv_source observed=2026-08-01T17:40:54.180252Z digest=sha256:afb0fed2d4390737c3a6dd27c40022faaa4993911f5d9dc54c3b115d9b1ad158

Observation 28e16fa9-20ce-4432-b9cc-962c087dc624 · outbound

This paper cites 2026 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2026 , eprint=

Reference 21

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source=arxiv_source observed=2026-08-01T17:40:54.231936Z digest=sha256:34ce255a943cb6778460d9e6e49d329e2c1306a10d43e20cce3f54c78ad890db

Observation 20b3e8a4-beaa-40b6-aabd-c78faa609b7f · outbound

This paper cites 2026 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2026 , eprint=

Reference 22

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source=arxiv_source observed=2026-08-01T17:40:54.294262Z digest=sha256:09cd167ba7a60d2d3783c0d730470412ce8c9fff3653505f0b99ae4f67841b82

Observation ce2015d3-a2f2-42e5-a6a3-dae96c26dec8 · outbound

This paper cites 2025 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2025 , eprint=

Reference 23

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source=arxiv_source observed=2026-08-01T17:40:54.352085Z digest=sha256:80f7f2d6c805984e0081aa3269a7c66f88c7189549976a037f7d0d40872a08d4

Observation 0208ad66-e43f-49e6-8840-b93facb4cd50 · outbound

This paper cites 2026 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2026 , eprint=

Reference 24

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source=arxiv_source observed=2026-08-01T17:40:54.423151Z digest=sha256:292cb106dd4a1b4f07a1fc0fa6f80c3562e4dcdf6aeada78e26462d68440e4f8

Observation 1d20eead-18a5-435d-8b31-344152d15db7 · outbound

This paper cites 2025 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2025 , eprint=

Reference 25

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source=arxiv_source observed=2026-08-01T17:40:54.500244Z digest=sha256:8278c5c318c23f7ff6b8171b112a0e14eb355522de2eab51c2c051ded3ee6795

Observation 44da4ca2-66d3-44f0-ac33-35fd69b5890a · outbound

This paper cites 2026 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2026 , eprint=

Reference 26

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source=arxiv_source observed=2026-08-01T17:40:54.558901Z digest=sha256:e9858d973db3d010b6e3026d608e047dbf9a8ca7cfe3f21713df40a5d62adeee

Observation 327c704f-6206-4bc4-91c6-975ddc392653 · outbound

This paper cites 2025 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2025 , eprint=

Reference 27

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source=arxiv_source observed=2026-08-01T17:40:54.649247Z digest=sha256:c9c477754a7d268303fc2a7ab8fa24a9cb9ca9f5b525124ec6074ff5b883d091

Observation e67ca6b4-3701-475b-820d-b4162c08d60b · outbound

This paper cites 2026 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2026 , eprint=

Reference 28

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source=arxiv_source observed=2026-08-01T17:40:54.723545Z digest=sha256:c9a2bcbd8ef581a880596aa3ef9770a4bebd0b400a924398be075c552aea58b6

Observation c0f52353-6aa5-4a00-be58-73e872eee561 · outbound

This paper cites 2026 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2026 , eprint=

Reference 29

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source=arxiv_source observed=2026-08-01T17:40:54.764892Z digest=sha256:0f1e5264d8636888325b0468cea820112f6c2d0424b3af22537e53692d9843c0

Observation 1be0cf9a-d7e8-4ece-86ed-9767e1a417de · outbound

This paper cites 2026 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2026 , eprint=

Reference 30

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source=arxiv_source observed=2026-08-01T17:40:54.820197Z digest=sha256:3cc923600c60696e1a132461e527ed0c33a69e6384e430bbce2b43c62eee7141

Observation 096de604-291f-462a-8863-d388832933a2 · outbound

This paper cites 2026 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2026 , eprint=

Reference 31

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source=arxiv_source observed=2026-08-01T17:40:54.834598Z digest=sha256:476a3f797ce6314b238c23def61ade56bdebac6bb0b072b3c4631a8f8b85fe9b

Observation 3094e1cd-e507-4dce-9a2e-2a852daee8b3 · outbound

This paper cites 2026 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2026 , eprint=

Reference 32

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source=arxiv_source observed=2026-08-01T17:40:54.946232Z digest=sha256:95d59f0b2700abb0828b5879bb5a213d698649c3cfb1ea9033cd1db29931e759

Observation 985b9e26-af06-4ae3-8d6d-af7899dfbc3b · outbound

This paper cites 2026 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2026 , eprint=

Reference 33

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source=arxiv_source observed=2026-08-01T17:40:55.105282Z digest=sha256:cc68e56ee75c15259dd42282935a6b65308f3a6ebe86fbb00fe59cc586040b91

Observation f3faac36-84e7-4a7f-8e9a-469e907be889 · outbound

This paper cites 2025 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2025 , eprint=

Reference 34

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source=arxiv_source observed=2026-08-01T17:40:55.214025Z digest=sha256:20fce20bddf1fa2895f4066bfb07de43778ec1c3bb90791aa0393fffd946fa31

Observation 94b030df-7fe7-445e-b62a-63ddadc78833 · outbound

This paper cites 2023 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2023 , eprint=

Reference 35

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source=arxiv_source observed=2026-08-01T17:40:55.322379Z digest=sha256:4ec78937c2bcb835658cf57504c0cf92308e576025eaf0a5131b564df2781547

Observation 6f54ab10-8f0f-4e2f-8ec7-a82d379d6cd2 · outbound

This paper cites 2025 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2025 , eprint=

Reference 36

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source=arxiv_source observed=2026-08-01T17:40:55.474413Z digest=sha256:c564f88e5656a042eaf6371133bee4032b029dfe6f4889830344739b85bdf280

Observation 2a6c9478-02aa-4740-ba9e-d06fbd837c50 · outbound

This paper cites 2023 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2023 , eprint=

Reference 37

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source=arxiv_source observed=2026-08-01T17:40:55.636667Z digest=sha256:e4e6abbe9c78dac871d6e9ff5b2a57a5f5397f3dba6fc8b3eedf935eefa13973

Observation e3d695fe-5519-4ee7-b45e-2388b4b0097e · outbound

This paper cites 2023 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2023 , eprint=

Reference 38

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T17:40:55.743287Z digest=sha256:88569131d1aa614075528c9153cfc7fe6ac635a0a2757ed6d344691fe9ce1c19

Observation c0b3bc43-47d8-49c8-877b-79c384c292e3 · outbound

This paper cites 2022 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2022 , eprint=

Reference 39

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source=arxiv_source observed=2026-08-01T17:40:55.859948Z digest=sha256:0d55fc230ffd637ea50d6e1295653eb299d5e4a3cb396808f979ee187366b1c5

Observation b6d7d517-370f-478a-b405-01e09aaa5afc · outbound

This paper cites 2025 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2025 , eprint=

Reference 40

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source=arxiv_source observed=2026-08-01T17:40:56.003708Z digest=sha256:170cc7e0b84649e143fe120e87508a8b68ff7da697f88cf799ed52e1e08a2af5

Observation 0bde6e87-dd5b-4378-b978-99abf3bc48cc · outbound

This paper cites 2024 , howpublished=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2024 , howpublished=

Reference 41

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source=arxiv_source observed=2026-08-01T17:40:56.163392Z digest=sha256:2b43d991d688dd59260d9ecccab4cc414cd285684686a918ec206142d700e76b

Observation 8932e2ce-4e05-4211-bb28-eee90dc65d73 · outbound

This paper cites 2025 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2025 , eprint=

Reference 42

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source=arxiv_source observed=2026-08-01T17:40:56.416859Z digest=sha256:3d4ce5ee09b0ca666f6c061825605ebdafa454622286b19a8e34088bfe09c537

Observation e1908460-d7c6-4c58-afce-c58e106b10e2 · outbound

This paper cites 2025 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2025 , eprint=

Reference 43

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source=arxiv_source observed=2026-08-01T17:40:56.566088Z digest=sha256:064198415ed36cb4036c35abefd67df9231505412f2e9cdc5802be94e6f567f7

Observation cefc80ba-cafd-40f8-ade4-d455138f43ec · outbound

This paper cites 2018 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2018 , eprint=

Reference 44

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source=arxiv_source observed=2026-08-01T17:40:56.672656Z digest=sha256:8811340c17ee59f897fad0ad164ceca4e8f22df050ba01dd9ca21cfeb8901073

Observation 35e4e3a1-3f3d-49a1-939c-e0e6b3d331a0 · outbound

This paper cites 2026 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2026 , eprint=

Reference 45

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source=arxiv_source observed=2026-08-01T17:40:56.818530Z digest=sha256:8721e9f77066b8b4010afbf9b223f9d96d335de923c2d7d31964e575a0b569af

Observation 5e2bffa2-b64a-435b-84c2-e4c13272f75c · outbound

This paper cites 2025 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2025 , eprint=

Reference 46

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source=arxiv_source observed=2026-08-01T17:40:56.914386Z digest=sha256:2e425023ac0bc174c305bbe7fcb45f54e42ac1a52c5331bd6cc8abfd7fd192f4

Observation 7f1471b0-8468-4e2d-afad-8580c7fbd01c · outbound

This paper cites 2025 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2025 , eprint=

Reference 47

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source=arxiv_source observed=2026-08-01T17:40:57.071276Z digest=sha256:4085cd988cf1a3bad82fa8410131d5d2c6d2556bf3166c098d813b40cf02c2c9

Observation 20d867fe-7984-4c7a-b00c-2d3051ddcf2c · outbound

This paper cites 2024 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2024 , eprint=

Reference 48

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source=arxiv_source observed=2026-08-01T17:40:57.205797Z digest=sha256:43348be325c77d1c877fb50c761eb65da4392e3ac3bfe078520563d93da64ca7

Observation 9339dc20-d7d0-4fea-b386-92ce8afee7ec · outbound

This paper cites 2025 , eprint=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models 2025 , eprint=

Reference 49

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source=arxiv_source observed=2026-08-01T17:40:57.324329Z digest=sha256:03c03b6dc830baf5e069cf3fb6db488541581b600267c5b95adb95c9debe6d23

Observation b72dd472-cf28-429b-bab8-0f0491e8e393 · outbound

This paper cites The Fourteenth International Conference on Learning Representations , year=.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models The Fourteenth International Conference on Learning Representations , year=

Reference 50

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no resolver link, observed 2026-08-01T17:40:57.379988Z

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source=arxiv_source observed=2026-08-01T17:40:57.379988Z digest=sha256:ef7dd39e2eea0c2b6377971a06b6a72f8f5ce51fe838bf0109bd5b91a935fb00

Observation a4452468-7a1b-4819-858d-e4514e7658e2 · outbound

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

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Stochastic Interpolants: A Unifying Framework for Flows and Diffusions

Reference 51

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source=arxiv_source observed=2026-08-01T17:40:57.545887Z digest=sha256:a60afd44280744fa23f4545c6b47a152db2a488bf097330df6d944aed303cae3

Observation 6ee6c90b-746b-4256-95ee-99a777c46199 · outbound

This paper cites Building Normalizing Flows with Stochastic Interpolants.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Building Normalizing Flows with Stochastic Interpolants

Reference 52

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no resolver link, observed 2026-08-01T17:40:57.669967Z

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source=arxiv_source observed=2026-08-01T17:40:57.669967Z digest=sha256:762618a1d6d2740cf805c90d400728a7a9b0007c1b7366aa69278e2a6c14f76a

Observation 9f6b9fb3-69e6-4e9a-aebd-9b5e07114049 · outbound

This paper cites Training Diffusion Models with Reinforcement Learning.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Training Diffusion Models with Reinforcement Learning

Reference 53

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source=arxiv_source observed=2026-08-01T17:40:57.873450Z digest=sha256:c25e66078fd82f755f240e444dbabb45283d6d2d0c2d9ac8cb8b9b0e301a85b8

Observation c2a8c0bc-caf7-4106-ae1e-50e318442fed · outbound

This paper cites Optimization Methods for Large-Scale Machine Learning.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Optimization Methods for Large-Scale Machine Learning

Reference 54

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source=arxiv_source observed=2026-08-01T17:40:58.039436Z digest=sha256:864ec50511c856dae470c6e4e7680f408b057f04639708e25c41a4137ef61bae

Observation c0a96964-57cd-47f0-8f5a-7868b276d8ba · outbound

This paper cites an unresolved cited work.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Unresolved cited work

Reference 55

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source=arxiv_source observed=2026-08-01T17:40:58.196529Z digest=sha256:62e868cb71814e7c84c0710eb8f166fba98c521c9b2c44f0d762f71a742a4433

Observation 598a82d4-7a02-4014-8c8c-8f6e6e69061c · outbound

This paper cites $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Reference 56

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no resolver link, observed 2026-08-01T17:40:58.317657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T17:40:58.317657Z digest=sha256:855f95d9673571ccd9c9aa3d0b89ac0b8d4b80b9176558480709550301e73e8f

Observation dba7fea7-4de0-41d2-9b2d-8f33ac07c1f8 · outbound

This paper cites DiffPO: Diffusion-styled Preference Optimization for Efficient Inference-Time Alignment of Large Language Models.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models DiffPO: Diffusion-styled Preference Optimization for Efficient Inference-Time Alignment of Large Language Models

Reference 57

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-01T17:40:58.443704Z digest=sha256:21047cf063d78f7d02655de29c2c7acbefe873322187cda99c07debadb53bcee

Observation 07ffd5f2-de0d-462d-bbcd-b3c8181220e3 · outbound

This paper cites Rethinking the Design Space of Reinforcement Learning for Diffusion Models: On the Importance of Likelihood Estimation Beyond Loss Design.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Rethinking the Design Space of Reinforcement Learning for Diffusion Models: On the Importance of Likelihood Estimation Beyond Loss Design

Reference 58

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no resolver link, observed 2026-08-01T17:40:58.616774Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-01T17:40:58.616774Z digest=sha256:6fb86d54fd7ffa4841cb03314e3823a3105a327bd0c6b8f79afbd59b0719a86d

Observation f8bba2ab-1a03-4b3b-8658-df5aa6e23cea · outbound

This paper cites an unresolved cited work.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Unresolved cited work

Reference 59

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source=arxiv_source observed=2026-08-01T17:40:58.871188Z digest=sha256:f1c16ded67c7b8acfc8e9bcd7d8585f17dea03f5e123e4f70b234411df1f0ddc

Observation e4a68212-5bf2-4fef-b64e-e0ee9b73f491 · outbound

This paper cites an unresolved cited work.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Unresolved cited work

Reference 60

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source=arxiv_source observed=2026-08-01T17:40:59.021146Z digest=sha256:6a916d4f33f4e48282ab70620e298d9f6fd672c8f7452cafcb337749a8e32322

Observation 0db23b1b-43ff-4e4d-becb-046d5e79569f · outbound

This paper cites an unresolved cited work.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Unresolved cited work

Reference 61

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T17:40:59.203928Z digest=sha256:53fc014683c65bdcb722874e423efdc0dc44e7f53b1e6adc3e8ea4f84bfb1938

Observation 0c94564e-473d-4140-9d15-ce9e9568c894 · outbound

This paper cites CLIPScore: A Reference-free Evaluation Metric for Image Captioning.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 62

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source=arxiv_source observed=2026-08-01T17:40:59.382248Z digest=sha256:6bb482a7c4a3cbcd8da5b47b24988e7114efbeee3eb700fbf9aabce65d811be0

Observation 12db0aae-6aa9-4821-b98d-505d91ee1c02 · outbound

This paper cites Denoising Diffusion Probabilistic Models.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Denoising Diffusion Probabilistic Models

Reference 63

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T17:40:59.561344Z digest=sha256:4013577080220b6864c6bf1943ee86721ceefb6d949d835b5f6e9d29c31a84a0

Observation 4a2b1457-3665-4548-afc3-236eaa3c452c · outbound

This paper cites Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation

Reference 64

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source=arxiv_source observed=2026-08-01T17:40:59.731517Z digest=sha256:31543ed662781d3775ebeb0a870f687882425bafe1a998537a7f036a852d3e22

Observation 72558d43-b0eb-44a8-a6a1-28e4d6a52714 · outbound

This paper cites an unresolved cited work.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Unresolved cited work

Reference 65

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source=arxiv_source observed=2026-08-01T17:40:59.936509Z digest=sha256:8f78723c69b13c8f666729c0a4bd87f955715fa49e9fd813e5b692c260eb8738

Observation 1bd299a7-48bb-4c71-a56e-7a452d5bd184 · outbound

This paper cites FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space

Reference 66

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source=arxiv_source observed=2026-08-01T17:41:00.073360Z digest=sha256:9d09467575627bc9afe1c3b4f42559116e87db24b0f526e0a8401f7bce609cdb

Observation cdbc372b-9078-4f2d-92fa-7a4081f3b733 · outbound

This paper cites an unresolved cited work.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Unresolved cited work

Reference 67

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T17:41:00.246927Z digest=sha256:ff20957466c88e1b759c46f5af8975226c416222be1ae78fdd0d91fa8fd2a5df

Observation d44aa620-02de-4478-9c35-374604cc2efd · outbound

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

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE

Reference 68

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T17:41:00.353583Z digest=sha256:125a80a3b984ee8caa20ec937f686e467350f02c425fda66e98dba5874372630

Observation 06c8b6b8-dd9e-4f5d-89e5-75cf75df7dbb · outbound

This paper cites an unresolved cited work.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Unresolved cited work

Reference 69

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T17:41:00.440808Z digest=sha256:ce70d2b4373d4de062459eaf2f0d34816724fbc396b606e787a3f2bd29c4510c

Observation 345dce7b-a87f-4072-826e-967671943ce6 · outbound

This paper cites Flow-GRPO: Training Flow Matching Models via Online RL.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Flow-GRPO: Training Flow Matching Models via Online RL

Reference 70

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source=arxiv_source observed=2026-08-01T17:41:00.556942Z digest=sha256:d33fbd9351effd67ef5e0dd826251a3707b42a3ff3d21f558c02e4e6ae71fc38

Observation 2a12f02a-73b9-45bd-a5b0-6e8474d63ec6 · outbound

This paper cites an unresolved cited work.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Unresolved cited work

Reference 71

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no resolver link, observed 2026-08-01T17:41:00.685994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T17:41:00.685994Z digest=sha256:d301322b3bb37b8397c6189597f050ab9aa9496aaf27b870ecc6ebd600ad4eee

Observation af3a0e18-3b64-4a10-86a4-00bae41edc90 · outbound

This paper cites From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 72

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-01T17:41:00.897682Z digest=sha256:d8919fa272f8d9f9ae313f673c385abd7955ea4dbc6a999665e43a0c9163ae83

Observation 44a787b7-64ad-4c27-a060-bbbb11c4d539 · outbound

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

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 73

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source=arxiv_source observed=2026-08-01T17:41:01.058437Z digest=sha256:30c6e204e30a3454b5562bfd101e539af770779d80222b5afa8f3dd508306913

Observation 21ea8f69-777e-46e8-9916-dba435530969 · outbound

This paper cites an unresolved cited work.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Unresolved cited work

Reference 74

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T17:41:01.177914Z digest=sha256:c88e8eb45ccc13349e061b08d769b38d47ef8ac0038d2f2f63bfa4937a2e5d9a

Observation 12861582-f4eb-4622-8146-b9cdca8233df · outbound

This paper cites an unresolved cited work.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Unresolved cited work

Reference 75

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source=arxiv_source observed=2026-08-01T17:41:01.294532Z digest=sha256:162b0f2e7b52bd6179fc60b5e5a27985cd144cb44b3be36b5f86875c2bf2dbaa

Observation 7914c9a8-7b1a-4298-8ef0-cc8794a58555 · outbound

This paper cites an unresolved cited work.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Unresolved cited work

Reference 76

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source=arxiv_source observed=2026-08-01T17:41:01.464391Z digest=sha256:d1e84c2110448cc5dee4af44d5b58366f8de4226184a11bdce42f141bff5e347

Observation ddf73d39-d60f-4e77-bd2d-b02da990220b · outbound

This paper cites an unresolved cited work.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Unresolved cited work

Reference 77

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T17:41:01.591913Z digest=sha256:a6049986fecde0ea7c0a9918a152abffefafd9327531655739112cea44888f43

Observation 757093f3-550c-4686-bd63-b51e17734c0a · outbound

This paper cites an unresolved cited work.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Unresolved cited work

Reference 78

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source=arxiv_source observed=2026-08-01T17:41:01.716091Z digest=sha256:c46d1390804930e8edb421280a61c327e0ac1dd1f971f819c35527b8904f538a

Observation 207c5aaa-d2ff-40bd-baf6-2527f4a601f6 · outbound

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

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 79

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source=arxiv_source observed=2026-08-01T17:41:01.838679Z digest=sha256:75dd2c3043dd44baa00c3982ac90c4f4e85074847a481bf20ddb7ffb919b887c

Observation 800f9936-92a3-425f-9a7d-12cf255cc90b · outbound

This paper cites Denoising Diffusion Implicit Models.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Denoising Diffusion Implicit Models

Reference 80

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source=arxiv_source observed=2026-08-01T17:41:01.924780Z digest=sha256:ec4aa37a0e0852abb9fbdaa9abc9c2cd138c7a7e0d78102b30ce6dd3874aaad6

Observation 0e7c3558-955d-4889-bcc6-744fd894371b · outbound

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

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models V-GRPO: Online Reinforcement Learning for Denoising Generative Models Is Easier than You Think

Reference 81

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source=arxiv_source observed=2026-08-01T17:41:02.043705Z digest=sha256:5ce51a9331e4726cc573fd76e54fb559b293cadd5fa0dfba725f3f3a45035bd0

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

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

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

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source=arxiv_source observed=2026-08-01T17:41:02.166858Z digest=sha256:45d826d4305c08e95432d5ee7aa33ec454b766c8e4e257d3aff505623d89d2f6

Observation 52a36ce6-f29f-4703-973b-42b95899a319 · outbound

This paper cites an unresolved cited work.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Unresolved cited work

Reference 83

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source=arxiv_source observed=2026-08-01T17:41:02.276454Z digest=sha256:f09eecb278340804fc9baa8eb5200029756fb72ae4c2539cc45bdce7e3ecf113

Observation 9df066f1-39af-42f0-8258-929514611308 · outbound

This paper cites Beyond SFT-to-RL: Pre-alignment via Black-Box On-Policy Distillation for Multimodal RL.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Beyond SFT-to-RL: Pre-alignment via Black-Box On-Policy Distillation for Multimodal RL

Reference 84

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source=arxiv_source observed=2026-08-01T17:41:02.499008Z digest=sha256:84e59c15c20045af7c0746922b0d2742303613c1ab98151f58d8416f5a2a05f3

Observation 38ab9b48-aaca-4197-a9d6-02a38bcbc271 · outbound

This paper cites Qwen-Image Technical Report.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Qwen-Image Technical Report

Reference 85

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source=arxiv_source observed=2026-08-01T17:41:02.666408Z digest=sha256:db15099ba2cea4cf2815c88b4eb3faa106fa61b481404c1d5eaa322a66f1140a

Observation ddc78491-ef7a-43ca-8f3d-2c5f96f86db1 · outbound

This paper cites Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis

Reference 86

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source=arxiv_source observed=2026-08-01T17:41:02.927983Z digest=sha256:6e08f90544357bcb448913fa031dc24708238aa821973469a381755564341ce6

Observation aefae780-1c6d-45a5-8c21-f66b9b1144e9 · outbound

This paper cites an unresolved cited work.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Unresolved cited work

Reference 87

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source=arxiv_source observed=2026-08-01T17:41:03.106290Z digest=sha256:4d2da341de799061cbff36657def77bd47ced9cdc261c5cfa28b3ebac9d1c76f

Observation 43fdfd39-5046-4aa2-8949-557337c19d67 · outbound

This paper cites DanceGRPO: Unleashing GRPO on Visual Generation.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models DanceGRPO: Unleashing GRPO on Visual Generation

Reference 88

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source=arxiv_source observed=2026-08-01T17:41:03.253365Z digest=sha256:cc3a3d83edb6a02f0f18a71aeeb3a82953b66bd38783d9c0bb71bc5313b8d1bb

Observation 30356f5c-f040-403e-a18b-13a3670ba30e · outbound

This paper cites AR-GRPO: Training Autoregressive Image Generation Models via Reinforcement Learning.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models AR-GRPO: Training Autoregressive Image Generation Models via Reinforcement Learning

Reference 89

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source=arxiv_source observed=2026-08-01T17:41:03.368705Z digest=sha256:bffa949cbf63539c7747e62ebdab792ac1b819614094b705636c7aeba4c7d94b

Observation 66c26607-55c2-4df5-9cf7-8bba67310b2f · outbound

This paper cites an unresolved cited work.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Unresolved cited work

Reference 90

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source=arxiv_source observed=2026-08-01T17:41:03.466658Z digest=sha256:2e3c6ad65b85f87ff210629c199a739bb36452469a13630010ac5c0176007c62

Observation 41fabe27-66c3-4097-83b9-af38cb9b9082 · outbound

This paper cites A Survey of Reinforcement Learning for Large Reasoning Models.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models A Survey of Reinforcement Learning for Large Reasoning Models

Reference 91

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source=arxiv_source observed=2026-08-01T17:41:03.547848Z digest=sha256:88dce93cc885190b6782df2e9884eafd1f973eb1d363570cb9d5d1c6b08b549c

Observation 90549081-0beb-49b1-8a9e-c03dc016a687 · outbound

This paper cites Inpainting-Guided Policy Optimization for Diffusion Large Language Models.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Inpainting-Guided Policy Optimization for Diffusion Large Language Models

Reference 92

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source=arxiv_source observed=2026-08-01T17:41:03.662756Z digest=sha256:55217d895d27cebab4ac51cf182a806dd2da372f8aacbdb47afb79eace8327e4

Observation 64fb3c06-070c-44dc-bdec-10ebe130ec50 · outbound

This paper cites Real-Time Video Generation with Pyramid Attention Broadcast.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Real-Time Video Generation with Pyramid Attention Broadcast

Reference 93

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source=arxiv_source observed=2026-08-01T17:41:03.776113Z digest=sha256:4839b87703699ebd53cc4892ca102a9d2ccf955cc5669de9089ddf27ba38875f

Observation 98ddbe36-96fe-4644-9b66-9659f186cfbb · outbound

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

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models DiffusionNFT: Online Diffusion Reinforcement with Forward Process

Reference 94

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source=arxiv_source observed=2026-08-01T17:41:03.898241Z digest=sha256:3deb9a8e6269d70671a61bd3819cfdf53639a581cf5d8c495228e4602db542a0

Observation 13b3d588-d984-468b-9113-4f30d46ef890 · outbound

This paper cites an unresolved cited work.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Unresolved cited work

Reference 95

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source=arxiv_source observed=2026-08-01T17:41:04.126679Z digest=sha256:9785da1b676f4c198d4c7c397df68dabb54ad869b979df4402993641c2804889

Observation d89125a2-ce5b-4dc6-a275-802c57b5595a · outbound

This paper cites an unresolved cited work.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Unresolved cited work

Reference 96

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source=arxiv_source observed=2026-08-01T17:41:04.198498Z digest=sha256:dbb3fca429a9337f027d4bd285296f62af1c2270d35ca9746316e7977872ea91

Observation 7fda30b7-b65e-4380-9d25-efe1ee9adb08 · outbound

This paper cites Diffusion Models for Reinforcement Learning: A Survey.

JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models Diffusion Models for Reinforcement Learning: A Survey

Reference 97

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source=arxiv_source observed=2026-08-01T17:41:04.258735Z digest=sha256:c6fd3340cb05247886af964ac049fe5893f35a5b6daf157eccd9c20fc7bdcd64

Pith citing papers

No inbound Pith citation observations are available.