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Paper Citation Record · LEDGER

Efficient Adjoint Matching for Fine-tuning Diffusion Models

As of 17 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 1 inbound Pith citation observation for arXiv:2605.11480.

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

pith.paper-citation-record.v1
2605.11480 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-20T22:08:21.562078Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T12:17:04.321971Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

46 of 46 outbound references displayed

  • verified exact7
  • verified fuzzy20
  • unresolved19
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e3c407a3-d377-4ac1-b724-e50996b964f6 · outbound

This paper cites Albergo, N.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Albergo, N

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T22:09:07.926070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:e93e0f831ef35ccefefa524bc82c9f5133bdc843b206601470e31e97413a278e

Observation f74d223c-66b9-48f1-b60e-fa687c964c80 · outbound

This paper cites Black, M.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Black, M

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T22:09:07.922844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:e071c79a5550f2545cc390ee856707dcbc1ed434177c5072a9128b9d110d4c63

Observation d85425d5-96d8-487c-ab02-1a3a79dd0668 · outbound

This paper cites Blessing, J.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Blessing, J

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T22:09:07.915209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:354910693139195ad31aabf33566f3fd19fe3f9127e40f4e5d4909fc96e18327

Observation 51166f44-4bd0-4da4-bb90-363b1b3a1af3 · outbound

This paper cites an unresolved cited work.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-05-20T22:09:07.911429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:1b0dfd44d1d6553835ffc86c48544b21b5a832cc18632e56245d8fc68ee2e9ec

Observation 808bd95b-5313-4e72-b95d-948df07a96c7 · outbound

This paper cites Clark, P.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Clark, P

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T22:09:07.907951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:1017e7f68f4b7d1a0c17be482061cf793dbb5f0235824028e903f5936acd7449

Observation 3e91f3d4-7a37-4124-ad51-9cdb6942e755 · outbound

This paper cites Domingo-Enrich, M.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Domingo-Enrich, M

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T22:09:07.904552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:cf04175311fd36d676f09b848f03444f1018a22d2a0e99ecd163fca54808a1c9

Observation 3b925b7a-3416-4917-8a10-b1162c69c4eb · outbound

This paper cites an unresolved cited work.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-05-20T22:09:07.901242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:72500ae576a13b4c1227a269a642e09c755a97635cfb7f4fc649d3b0af10671a

Observation de83a304-641c-47b8-8b65-9e9407a03fdf · outbound

This paper cites Esser, S.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Esser, S

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T22:09:07.897555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:8cd5479c98018871d9110de274ab8427b65a34dcde23ad1614a4758f94b86052

Observation d5f9366f-73c0-4a34-b139-ca1773e2ead4 · outbound

This paper cites Fan and K.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Fan and K

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T22:09:07.885056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:f5b984c2262fa4cf6d264adc5634a0aa3c3b6b9d31b569efe55832d2153939e7

Observation 536e43bf-a087-4c3d-97e6-806d3dbdbccf · outbound

This paper cites an unresolved cited work.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-05-20T22:09:07.871089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:c57e4a8dae1872f65c0729d963f2aaa8aae3a490da8792f6a6204c9c13985eb6

Observation bb6ed11a-5158-4e60-a807-e0f9a680203e · outbound

This paper cites an unresolved cited work.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-05-20T22:09:07.863956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:48716ed659dce3c65812cf37c467e79a96de0631ad2904b75db0bd7c86a84642

Observation 760383c2-2dfd-46d1-a6c6-428605359ab1 · outbound

This paper cites an unresolved cited work.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-05-20T22:09:07.854062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:f52dd9815711c3489a1577310f7ecf51cc2309b4291fa6210c4bf85c8de4ad45

Observation 6fb2777f-2181-48c0-93e3-1e8de5e4b6ac · outbound

This paper cites Havens, B.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Havens, B

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T22:09:07.843895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:1f2414c05928b296aeeeec5141e1d506c8e7f162644f039b7d1085377648a410

Observation e9d50b9a-bd8b-439d-856f-6bfa66a02105 · outbound

This paper cites an unresolved cited work.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-05-20T22:09:07.836714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:809224071f424a98a704e9b19a61cad88579c56a6dc8ba1367e552ebca5fbe6f

Observation c2a52423-7362-4bbd-ab12-2927c9522b12 · outbound

This paper cites Hessel, A.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Hessel, A

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T22:09:07.821690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:149a49cef9804129b2d21abfb1fce5ef7393e9d79f24a73f4e7cb3ed8af8d572

Observation 050212ed-b147-4ef1-af7d-8c0adc3fd15e · outbound

This paper cites an unresolved cited work.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-05-20T22:09:07.817852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:de155bb366f3987b88d9e29aa4bebbe9029092497ff85f95d5759b8d890332b7

Observation 198b68d6-7477-4ada-8e01-a19735ad7f42 · outbound

This paper cites Classifier-Free Diffusion Guidance.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Classifier-Free Diffusion Guidance

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-05-20T22:09:07.028821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:1754b996f27d6604fff6cdba3e460b8efe28697865a175396dc65fc448b35fe9

Observation 791e2d1d-df2b-483b-83bc-6c3afbb7fd1d · outbound

This paper cites an unresolved cited work.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-05-20T22:09:07.814382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:8c65b1dbb90fd10bcc3ce2e1e4009f7a09d1f1f66b0941e6903a9821e56d85ec

Observation 319a1031-7ca2-47b2-84b5-ce411391cce9 · outbound

This paper cites Kirstain, A.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Kirstain, A

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T22:09:07.810883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:1839eb5063138388702acddc7cab7a26624d91ef59412e15cf28318ef5f0c817

Observation a2bcc29b-7c13-4c28-9181-b28edfa106df · outbound

This paper cites Lipman, R.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Lipman, R

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T22:09:07.807311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:4d4b6731475d26d20ae34b6e631b8146be613e4d83320eeeb360fb9406d04acf

Observation 15787d47-fc3b-455e-91bf-8446e206b4a4 · outbound

This paper cites an unresolved cited work.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-05-20T22:09:07.803212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:5cae29d2277713038498cf1bc7d8d7e76fff7c64e0b8720e4d85e6c1b7900959

Observation 7561ea4b-827b-42fc-9da1-4c4f8c7528b5 · outbound

This paper cites an unresolved cited work.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-05-20T22:09:07.798699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:eef6286c8a66088262019d3bed04bd4547a05866e2bc8daa426c5d1bcb333bfe

Observation 5d2777c0-1271-4924-8f54-db2673ccde54 · outbound

This paper cites an unresolved cited work.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-05-20T22:09:07.790801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:c8fcd631639fada3900383e802aedd878f41c16eceea173c3a4e8434146e2d8e

Observation c82b45ea-c0f7-4622-b7e5-a0ffc5a617f5 · outbound

This paper cites Loshchilov and F.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Loshchilov and F

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T22:09:07.794734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:a35e32c6294cf0feeff20f4ef58f7c1a4f58dd71bd3a1e7bd701763d463ba5b0

Observation ea1f66ae-939c-4b9c-9f28-b659488c4237 · outbound

This paper cites an unresolved cited work.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-05-20T22:09:07.881650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:e1d35c3b5b3eea4c6bc6657f9c60174570140d8bf65ac556a787249a766b5bfe

Observation 2b95bb4d-9932-4a6c-a7c1-f29b72a022f2 · outbound

This paper cites Aligning Text-to-Image Diffusion Models with Reward Backpropagation.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-20T22:09:07.033037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:b6d0aa882db88a2ff9b17f468ec3697914e0b8826b1e1d587dd75bb3d51945dd

Observation 39d73bba-ed39-46b4-afca-849a71949129 · outbound

This paper cites Rombach, A.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Rombach, A

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T22:09:07.888443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:40400d0493e35050e7bd26de58efae76b44021cd4cf78bbc53fa1333170ec94a

Observation 2f9be47a-0b15-4e9d-b270-d8e58f09813e · outbound

This paper cites Saharia, W.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Saharia, W

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T22:09:07.894563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:9c5e47221d7913dabf1b29de49592e5a683918e0540258674c39bcf7eb845ee9

Observation af76a05d-fc80-4cfe-86ec-4b3b2634295d · outbound

This paper cites Schuhmann.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Schuhmann

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T22:09:07.874743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:554169fce8c91131152d41e3c5051054fdb54b499526d88b1dbc50dc412b999e

Observation 8a6d0801-b37d-4bca-9b87-0187300b813c · outbound

This paper cites an unresolved cited work.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-05-20T22:09:07.878299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:a21e19306ee81356463cf8585012e315091c0582b8eed8cec874bc5513fff869

Observation 6f54126f-0ff6-4d09-8a18-56c87b453833 · outbound

This paper cites an unresolved cited work.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-05-20T22:09:07.867464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:dc583126e036be4816d580eac1f285da5d726b0021bc0895c223971a736206b8

Observation ec75f927-1df0-45f6-a16e-e48858f211f6 · outbound

This paper cites an unresolved cited work.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-05-20T22:09:07.860723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:5ff20a8964b0d1e489d8b4e0ca0361e520d899efefd5175d30c8fd37e5216237

Observation e3ec475a-d702-4904-a154-60988addc9e3 · outbound

This paper cites Grpo-guard: Mitigating implicit over-optimization in flow matching via regulated clipping.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Grpo-guard: Mitigating implicit over-optimization in flow matching via regulated clipping

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-20T22:09:07.024854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:bbb1ba2d209588b68779491df7f30213d4c2bf57f9b54799d1b2f81fb01bad0c

Observation dbdb7cb7-0845-4cf0-8574-d5f00c64deee · outbound

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

Efficient Adjoint Matching for Fine-tuning Diffusion Models Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-05-20T22:09:07.020577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:7a3245070b514aa27abae245a5bde2d17439b720c5a0989370e720648674b485

Observation 7e757cf2-c0f4-46ba-be55-cf68fdbdb443 · outbound

This paper cites an unresolved cited work.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-05-20T22:09:07.891681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:cc674f3ab222144167daf8cdad90dfb97b774f3d5fbda76031f3f273c899249e

Observation 43dc808d-69c3-4ea6-ad7b-1d7be26dda6a · outbound

This paper cites an unresolved cited work.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-05-20T22:09:07.850785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:deade845c8acf44bdfa18dc71d69aca7d96e277a5b45116ae5d3f7703ab44935

Observation 4ecf12cb-ee01-4f86-b187-9ab1bcabeca0 · outbound

This paper cites an unresolved cited work.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-05-20T22:09:07.857425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:0501a3049071409f52ee9ac76dce35305ee12ca6248813c2073b966cdd296797

Observation 3b9754e4-97ba-444c-abe2-5f2cf1b120aa · outbound

This paper cites Advantage weighted matching: Aligning rl with pretraining in diffusion models.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Advantage weighted matching: Aligning rl with pretraining in diffusion models

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-20T22:09:07.037049Z

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:379c4eb145ab2041571eebee785699d15357c44f1ffa78518fa56e7fed7b1a49

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

This paper cites DanceGRPO: Unleashing GRPO on Visual Generation.

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

Reference 39

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

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:0aa3d0e88b9e047e3f82ef6caab72e65863e77f4610e3c268ee4ffd732e792af

Observation 1cc6a5d0-a413-4a70-9800-1b6865aa86b3 · outbound

This paper cites Data-regularized reinforcement learning for diffusion models at scale.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Data-regularized reinforcement learning for diffusion models at scale

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-20T22:09:07.047498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:c26da54e8d534b797875df6c8c4faa75e25927c528f06bbb2077ed0432089048

Observation be002b7c-d8b6-49c8-808d-c7d0d445503f · outbound

This paper cites an unresolved cited work.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-05-20T22:09:07.840658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:7ef08975955c7edd33756840e1bc3dd9848273da7f604b3a25f9591191b37b2c

Observation 295d29e9-4f3c-4fef-952a-1a48c68e903b · outbound

This paper cites Zheng, H.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Zheng, H

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T22:09:07.847171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:3cc44e795eb95eeaf6696010ef52e27700f2b3e3f3ecdca0d9dc22d9156241d2

Observation a6124abe-0326-4e89-a7f5-15d96ca2538c · outbound

This paper cites (41) yields the announced family D(t) = 2Ct2 −1 t(2Ct 2 −2t+ 1) , C > 1 2 ,(44) which is Eq.

Efficient Adjoint Matching for Fine-tuning Diffusion Models (41) yields the announced family D(t) = 2Ct2 −1 t(2Ct 2 −2t+ 1) , C > 1 2 ,(44) which is Eq

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T22:09:07.919416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:862094ab7653d3bf98fbfa025b99daab9dcadc2bccfffaeb35a51fd10b75bc77

Observation 4d52b3c2-f937-49f8-b693-80386299c138 · outbound

This paper cites (39) therefore imposes no additional restriction onD(t).

Efficient Adjoint Matching for Fine-tuning Diffusion Models (39) therefore imposes no additional restriction onD(t)

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T22:09:07.829614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:ab2669aa892c977c81c31ad6929a62146cdeb0f94b9de9f8c7a41d37be8a5abc

Observation 1c756c70-22fe-4f03-9b27-41af592807c4 · outbound

This paper cites Exact adjoint calculation.Plugging the linear base drift in Eq.

Efficient Adjoint Matching for Fine-tuning Diffusion Models Exact adjoint calculation.Plugging the linear base drift in Eq

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T22:09:07.833532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:014fdec4f7e88d3baaf962d85a7fcfcc4b1854f76dbe676c11ac422a9fecc54b

Observation 16092acd-760f-4180-adef-1b82d2cecab9 · outbound

This paper cites CFG is known to improve alignment between the generated image and the text prompt, but this comes at the cost of doubled NFEs required to compute the unconditional prediction.

Efficient Adjoint Matching for Fine-tuning Diffusion Models CFG is known to improve alignment between the generated image and the text prompt, but this comes at the cost of doubled NFEs required to compute the unconditional prediction

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T22:09:07.825926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:08:21.562078Z digest=sha256:5f445334ecb98164edf6fe34957c9fc64211dd4e89dea56c1b194376e08c00d5

Pith citing papers

Observation 8c93aced-4fd3-44ba-9b6e-638c743f2eb8 · inbound

VINE: Taming Generative Control Policies for Reinforcement Learning cites this paper.

VINE: Taming Generative Control Policies for Reinforcement Learning Efficient Adjoint Matching for Fine-tuning Diffusion Models

Reference 60

Resolution
unresolved
no resolver link, observed 2026-07-14T12:17:04.321971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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