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Paper Citation Record · LEDGER

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management

As of 19 August 2026, this Paper Citation Record lists 82 of 82 outbound references and 0 inbound Pith citation observations for arXiv:2507.06656.

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

pith.paper-citation-record.v1
2507.06656 v2

Coverage vector

measured 82 of 82 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:04:55.914915Z

measured 82 of 82 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

82 of 82 outbound references displayed

  • verified exact0
  • verified fuzzy9
  • unresolved73
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4f626d2f-77d6-4cb8-a8cd-037b76775079 · outbound

This paper cites SITCOM: Step-wise Triple-Consistent Diffusion Sampling for Inverse Problems.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management SITCOM: Step-wise Triple-Consistent Diffusion Sampling for Inverse Problems

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T19:04:48.626653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:04:48.626653Z digest=sha256:0697e8a9e92c04aec18584d663bbcd5f7ffce6e737ccceeebb264a650c47203d

Observation 57a76192-12f5-47a7-8ed5-c75c04b7cf55 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T19:04:48.697512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:04:48.697512Z digest=sha256:2d3777d7cda151b034f614f4117f1af6fa0f2c0bbe93be9f02cbce902b2c54b4

Observation ee254cc2-f342-4fcf-b510-017bd357c07a · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:01.353333Z

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=pdf_text observed=2026-08-06T19:04:48.909933Z digest=sha256:716e360ea8bc1a25b778d5b147907273f14d377563b361ae2c5263dd197e017c

Observation a9d3dcf7-0c1f-4a8c-b8aa-1baf8b71c506 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:01.339363Z

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=pdf_text observed=2026-08-06T19:04:49.004285Z digest=sha256:af9fb46097bd608cfdefc1fb2dddb96b8ab85e1be5b1cf6f770102a733460ec9

Observation 3541bec1-7ef4-491c-b307-93b8e09e4759 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:01.325296Z

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=pdf_text observed=2026-08-06T19:04:49.085113Z digest=sha256:96463d56934da9be527b6cea21682871bed7cd5193d5b142cf88fc7c16cb0e2f

Observation aec1146c-c6a6-4e2f-a77e-f606ff128b57 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:01.309606Z

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=pdf_text observed=2026-08-06T19:04:49.171561Z digest=sha256:4ab3168a6f61771bc6890760f990fcaaf51927020c5e3505a39a18e4284b8bfb

Observation af46af81-d8bb-4c66-a2b1-de19090a1f60 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:01.280470Z

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=pdf_text observed=2026-08-06T19:04:49.315890Z digest=sha256:eca166ec1c68dc2e8ae2c16b7559bda997ba97b88b2fd3628bc805bd8457a770

Observation 56f81d24-ae6e-40b7-a71f-c8fda1324c3f · outbound

This paper cites Advances in neural information processing systems 36 (2024).

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Advances in neural information processing systems 36 (2024)

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:05:01.294594Z

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=pdf_text observed=2026-08-06T19:04:49.252517Z digest=sha256:a4f352a51ad15d534c24b12454eec74e36b2fd05a6f88d511bd2dff89446f256

Observation f8aafcc8-6c9a-4ab0-8f19-a80e8d1c3d9e · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:01.247331Z

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=pdf_text observed=2026-08-06T19:04:49.501648Z digest=sha256:bf0b2557cc7f3a114a99dcc3672cccb5dee0d18aee502135087621e32422ff52

Observation 6197d4f0-2fee-4480-91fe-34439efad0fb · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:01.263029Z

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=pdf_text observed=2026-08-06T19:04:49.459355Z digest=sha256:f7fe792b19c3f30fa0cc826cf533c5c0de7e23a6e5023278b433239a83bc975d

Observation 94bfbb20-3495-4094-98e7-af871e2a0e41 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T19:04:49.715527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:04:49.715527Z digest=sha256:2962366d9df16f59f6583982c0c50a0d339721b016f988a49ed09970b64a60dc

Observation b6820525-bef3-4c88-a7d9-357447432b4b · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:01.232300Z

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=pdf_text observed=2026-08-06T19:04:49.648312Z digest=sha256:31b464cce01c82bed3ecafd2bccdbc33cee5fa022a3d34f55b76d7cc851803de

Observation 80134c01-89cf-4d23-8bfd-0875b2b2a76c · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:01.192365Z

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=pdf_text observed=2026-08-06T19:04:49.965703Z digest=sha256:91287603955ad6a8b99a96ab18b8240543f469384022f0ce0c9a750f83a48b91

Observation d8768775-1188-4567-ab51-0c27490cca61 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:01.207798Z

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=pdf_text observed=2026-08-06T19:04:49.849594Z digest=sha256:048e2b4ef337c297c0756189b9dba779aabfc039821cab095c600cb745966980

Observation c510ff5c-704b-460d-8596-4adb0df67cff · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:01.162072Z

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=pdf_text observed=2026-08-06T19:04:50.176380Z digest=sha256:2e652185cf6240359e2c7b24917f37919acc8ce88a8bd84801d7b56da1775e88

Observation b461692b-9a9d-4d60-9fc1-0c3fd534a3c7 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:01.176547Z

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=pdf_text observed=2026-08-06T19:04:50.093424Z digest=sha256:1621fde88aabefe0c1086819b3d12970e8e9c531c08e6ecd20c886856502088d

Observation 17855134-7d94-45e6-8a61-57568ab1599c · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:01.115889Z

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=pdf_text observed=2026-08-06T19:04:50.454026Z digest=sha256:add3769772e5b13d49cc84e6ec97d8dfa05aed30c7d308d1e3f3060f19be2f96

Observation e1afae78-bff3-42bf-8f56-c54d06f1fc9f · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T19:04:50.680032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:04:50.680032Z digest=sha256:7fbbb2179c875ca034941b2f3d4ad92553debfae11c23c4a3ef09c1e7dc8b90e

Observation 3be31065-79a6-4bcf-9506-0dde6a89cf6b · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:01.131834Z

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=pdf_text observed=2026-08-06T19:04:50.352638Z digest=sha256:5fab40936edd2fb6e27526ce804f92c4fa20f1ca0e13c7a9f5d8ba7d5d58b80a

Observation 5851ff60-c5e5-4d44-88d8-2476cc7b020f · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:01.075065Z

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=pdf_text observed=2026-08-06T19:04:50.789096Z digest=sha256:2b1099a63e882fd5d068b8754c7bcbbf93a22a676bd3541ad8b62ac3aa63c01c

Observation 2160e924-8536-4af7-9369-b06051b6292e · outbound

This paper cites Fast and Stable Diffusion Inverse Solver with History Gradient Update.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Fast and Stable Diffusion Inverse Solver with History Gradient Update

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T19:04:50.551274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:04:50.551274Z digest=sha256:5924fb781d816107fe2f45e18b03fc726d221f7bb9393c829433845c5b9e1765

Observation d831c078-a058-4143-b868-1b6a3bba71fa · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T19:04:50.984409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:04:50.984409Z digest=sha256:761212b557a0bc566e8d4d42fa09f9220f6b934af8cef8431d0bd9ba119c3e1a

Observation f713930b-3031-46fc-9803-bf8263639667 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:01.089886Z

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.

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Observation 29ce5a38-1992-4fbb-88e1-5af4e8e9a613 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:01.026453Z

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=pdf_text observed=2026-08-06T19:04:51.221932Z digest=sha256:582ff6442115f80cb898b1046e4219057d5dc529ac0559ca317870786b09e517

Observation 280e2050-b965-482d-88b7-1b50399732f0 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T19:04:50.904695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:04:50.904695Z digest=sha256:a6050442d00d3e2f6b8b7d9ac0323bee3103f870ca94e687862e453ffa2be04d

Observation 32d72b04-378d-40f7-bfcf-c89ea52509d5 · outbound

This paper cites Decoupled Data Consistency with Diffusion Purification for Image Restoration.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Decoupled Data Consistency with Diffusion Purification for Image Restoration

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T19:04:51.400404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:04:51.400404Z digest=sha256:c8b35387e68a898ce329b9580d6eee85129bdf032bfa357db7e392334390783e

Observation e7c5c803-8935-4f7c-bcad-dcab7b236ac5 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:01.040771Z

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=pdf_text observed=2026-08-06T19:04:51.091158Z digest=sha256:b3e0249de5fcc889cfac1154cd799c6b656a6cbb9cea0f111a80bdca64c261fc

Observation 9603d3d5-6cf1-4860-bb46-5642208c7d9a · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T19:04:51.546627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:04:51.546627Z digest=sha256:c9079f1ef135786d140c832a6f17bf1d59c0dd1bcb4f62fe2f8feced0ce8c985

Observation fdb1439d-f65a-4adb-9cd6-7c2db57b5aa4 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:01.011766Z

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.

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Observation 50da6539-a78f-4b4d-badf-269b62f4708a · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.955999Z

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.

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Observation d81e2852-14b3-4e83-ba82-64703ba3b0a4 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.997085Z

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=pdf_text observed=2026-08-06T19:04:51.476431Z digest=sha256:da839a1cda526b82fe214bfa8e1c6eb26989e10fd29646e189255d3d2f8af3a4

Observation 96dcf450-e9cd-4ca6-b46a-0c90dc529597 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.926929Z

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=pdf_text observed=2026-08-06T19:04:51.820277Z digest=sha256:74a1dc91167c8154e659c53a4f08e9bf0fb7d0def085d5eb721ffddeffeaa1a4

Observation b980d0bd-1354-476d-81c4-1d63e250ad49 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.971923Z

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=pdf_text observed=2026-08-06T19:04:51.610766Z digest=sha256:518f17df47483f7367cddf5bff9eb9f06fdf7517c4fed31f844275b1ec32c7a9

Observation cbb74338-4846-498d-a60f-57585e01c1f7 · outbound

This paper cites Barron, and Ben Mildenhall.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Barron, and Ben Mildenhall

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T19:04:51.932439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:04:51.932439Z digest=sha256:6989ba7dbc6a8bf12bb2c77ba953f645abc764896d7bd74b265a4bb5e2a42c97

Observation 886b024e-4dae-45fa-b26c-c9f9657ab737 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.941961Z

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=pdf_text observed=2026-08-06T19:04:51.765623Z digest=sha256:3edff8252c0d933b14bd3777c5a4a8e0b756bc1bfdfbed20f8a154a7fd80c116

Observation 2db6b266-b473-42ff-b1c8-0df647f4ca1c · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.877082Z

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=pdf_text observed=2026-08-06T19:04:52.074971Z digest=sha256:923a5b70ee575adefc382c15164eba9b95b9769dbce6a4a70c07c1f0eb933cf5

Observation 1e203e72-511b-4d49-9d6e-3c7ced530253 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.911858Z

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=pdf_text observed=2026-08-06T19:04:51.890069Z digest=sha256:37f0f862bfb74367a1af1e765dba784a19852bcbda96693c284610c03e7e464a

Observation 1fe7b221-0e94-46f9-a688-d58aaf63e22a · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T19:04:52.219433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:04:52.219433Z digest=sha256:b1c73c64de4c98d65af881fd15fcb9478f3f41fd2ccce6d105705451336406ac

Observation 2f0bd58d-6cf1-4880-a5f5-da645e1cf5ca · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T19:04:52.002269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:04:52.002269Z digest=sha256:199bec1220d31873a996ed4a7d648ac2afb806f3861a2f957edf999957df3e4e

Observation fdb6287c-0b11-409a-af8b-8bd2defcd58e · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.808362Z

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=pdf_text observed=2026-08-06T19:04:52.410480Z digest=sha256:c016b4e53e401ce50deace6386bf13a50e4da4a07c140a25203327869befe455

Observation accc5838-7a9b-4d61-b30b-88a8757d7960 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.861683Z

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=pdf_text observed=2026-08-06T19:04:52.150679Z digest=sha256:73e2e7c28915a6070e5d9ee833d9cf317eba0573d931c677c2d84ada4757131f

Observation 2eed5f5b-37e1-448b-9a45-13c06802add2 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T19:04:52.553170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:04:52.553170Z digest=sha256:3be8bc008d438e1373d8153c18db0e08715ea1da8a0c6e7908c9527ff0411be4

Observation 1bb67064-3c7c-4ba9-81cd-422c533b6406 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.767540Z

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=pdf_text observed=2026-08-06T19:04:52.805941Z digest=sha256:c117dee806396a3af429ec95e13e02ed9918a1d6e9ed932b842feb7ab60c50e9

Observation 58716ca6-4c26-445b-867a-3c17c83246d6 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.823504Z

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=pdf_text observed=2026-08-06T19:04:52.352712Z digest=sha256:8222b014dcc6402a691a3bcd5b8849db8014dd71be84fab58a63a0d49c2188e2

Observation c3f55e8a-d3e9-4fb1-8663-a6fa3d9a16b4 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.733970Z

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=pdf_text observed=2026-08-06T19:04:52.997664Z digest=sha256:7b713cd5aaa200f287d34dc8090c76931c4fb6071df239e6329371a3bf8db567

Observation 0dea7a74-c9ab-4e46-a691-feb2cb5e867a · outbound

This paper cites On Conditioning the Input Noise for Controlled Image Generation with Diffusion Models.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management On Conditioning the Input Noise for Controlled Image Generation with Diffusion Models

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T19:04:52.476965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:04:52.476965Z digest=sha256:c6a14f2e6d0083f47b7b927c67c1dd64775c3dec326ea42574c8eb444d8f7cfa

Observation 38061c3a-e85f-4a47-be18-1c8bf1069f9c · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.701622Z

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=pdf_text observed=2026-08-06T19:04:53.157333Z digest=sha256:9ad033cbbd504471ca6b3ed0a6633c775376caf146317f86db03315fb8357d56

Observation 5420ae42-e715-4015-95c8-2f063fff9d5c · outbound

This paper cites In MM ’25, October 27–31, 2025, Dublin, Ireland Hongjie Wu et al.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management In MM ’25, October 27–31, 2025, Dublin, Ireland Hongjie Wu et al

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:05:00.782591Z

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=pdf_text observed=2026-08-06T19:04:52.641708Z digest=sha256:957669f62831dbd90a31eefb38ac744709695a49a8e11cdd2abb8b2f3053cc33

Observation cded9a44-655e-412c-8de3-587bc77c90b8 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.666158Z

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=pdf_text observed=2026-08-06T19:04:53.320356Z digest=sha256:22d2fac557ed6bbdb18b3758ed81506756dff372fe981dbe21ccb77a2314137b

Observation 3ce605df-6c7a-4564-93b9-540dcaaf1981 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.751303Z

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=pdf_text observed=2026-08-06T19:04:52.892489Z digest=sha256:b0bf93f609a1dc171cfada2c389f674dc1066e037f0ea116fd3a12a6b34a86cb

Observation 8c015933-717d-4cb3-9344-f65d7136e753 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.631824Z

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=pdf_text observed=2026-08-06T19:04:53.494720Z digest=sha256:6c02b391cba7dc186f455e1f7ad649e76fa86e9015655ec4071afe6fa1f8b7b1

Observation f446be0e-a261-4686-970a-e1c1827570b4 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.717051Z

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=pdf_text observed=2026-08-06T19:04:53.055045Z digest=sha256:ac4bed0992f97b18fe8708858e2457388d086e666af0032525dc1b78c78c2b0d

Observation dd75c34a-f93d-4b84-8a44-49f8d864cf78 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.597218Z

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=pdf_text observed=2026-08-06T19:04:53.689713Z digest=sha256:906e170d745d644764c4e47883295db5b6b3e693956a1561a34c4557c4b952f2

Observation c97984f0-8c1a-4721-856c-dc785b98bded · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.683036Z

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=pdf_text observed=2026-08-06T19:04:53.245071Z digest=sha256:8d14b3bb90f486de8d561880c63213331f352b36807ba4c429f8b16832a5fc9d

Observation edb47e8d-e981-46d8-8e18-515ec4568170 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.563334Z

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=pdf_text observed=2026-08-06T19:04:53.924778Z digest=sha256:6d0c2f94196065c65ad1d08f05694ba2291803fc6cc1f2f2e000bcf519852ed7

Observation e2fb0e4f-1c46-4f4c-9020-a315c81e7c57 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.648303Z

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=pdf_text observed=2026-08-06T19:04:53.434528Z digest=sha256:33e2329274e649d0b62547bca32cd5669cb6b11305d6fde49ece7027c881ac18

Observation 91a272d8-724d-4966-be0a-fb76920e728a · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.526318Z

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=pdf_text observed=2026-08-06T19:04:54.136729Z digest=sha256:ff11891491d8f128f5e19a6a4a826880bdd2ea9d2a02347769a194cb5aa26f84

Observation 5cfe103b-b034-473d-9a33-e603bd5aa722 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.613152Z

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=pdf_text observed=2026-08-06T19:04:53.615617Z digest=sha256:522d4606b3c96892f234ff3570801a01b43ac50b3c89f31a00f1927400d0cc8a

Observation b3a3baa7-118d-4868-80a5-ba75b45018c3 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.048253Z

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=pdf_text observed=2026-08-06T19:04:54.342226Z digest=sha256:34313fc5cb1cd06d45fca0d16504ebc7f1199e62f251978f99d946e1f13d1eff

Observation d5f9a9d7-b505-4eac-acbc-0a2d5b4b8db1 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.581349Z

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=pdf_text observed=2026-08-06T19:04:53.821588Z digest=sha256:82baadbe06491cbdf2c0a9249df0fbecacc1a4103205c0e3a486813a03281ad0

Observation c72035d0-de0e-4858-bedb-1884435fca67 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-06T19:04:54.512253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:04:54.512253Z digest=sha256:2c159c00f4f877fbd4306f0c88f25dddc15aeef7cf6749c6f1063d85b689f3b2

Observation 572b3859-e5ca-4632-9a01-269daef57a28 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.543998Z

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=pdf_text observed=2026-08-06T19:04:54.022520Z digest=sha256:97bf6757e897fb3ff0b03bdf6d53d1a729319e65914e5e9cd0d94f023fa2b44e

Observation d5665eca-61eb-4e75-9d3d-545d3c810363 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:04:59.206841Z

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=pdf_text observed=2026-08-06T19:04:54.724577Z digest=sha256:f19610620ac41c510bc8d7df801bd90181324662ea690ad96b2ef3aacd674cd2

Observation b4c2bdcc-6194-4251-ab85-2f07455e7d47 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:05:00.386640Z

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=pdf_text observed=2026-08-06T19:04:54.196711Z digest=sha256:528d1e4a95a576789a4dfdfe46374a78603e714ab96e25ed4c93c8c658bd1768

Observation 8a2f5e76-a35f-4852-8ead-fba689e2f2f5 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-06T19:04:55.070179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:04:55.070179Z digest=sha256:91a76ca1aa2bedd1032b82fb06e27b6b2f84ade17b10e32aea2b18f31c3da238

Observation c9ed15f6-7cc1-4751-b1ad-e848ab4d9df4 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:04:59.718302Z

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=pdf_text observed=2026-08-06T19:04:54.396977Z digest=sha256:f0e8321e6e722d930eac5deab4f4461cba18d0d36642d92b9894a3d5d4d9a58a

Observation aef9a00f-e8dd-41b5-a771-e040396b1f04 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:04:57.662839Z

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=pdf_text observed=2026-08-06T19:04:55.320636Z digest=sha256:da32c1f656971c0d9e3fb0a9520ae91b9badd27af7cfb97cf306f340ebeab6b7

Observation a5357c58-6068-4d6d-be1a-994548f6e000 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:04:59.389612Z

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=pdf_text observed=2026-08-06T19:04:54.605372Z digest=sha256:ec07c559eebdf52087f90ed3462aaaa7d32a36579bd391328f894a67c32d5662

Observation c387a543-c79f-4a9b-bc1d-719578d89b20 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:04:57.098482Z

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=pdf_text observed=2026-08-06T19:04:55.599068Z digest=sha256:215d3f58fd1f1abaa2a0428af9034432c2f0cb21bfb38d36c6567d33be5302b5

Observation 5780ede4-04a1-43e1-aab7-181c30faea85 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:04:58.924323Z

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=pdf_text observed=2026-08-06T19:04:54.834329Z digest=sha256:6b9ffb56a7fa191f7a3fb409ad0b07a8d56e24755124e27a230b4608e7077f60

Observation f29114b9-e2f0-46b4-a5d7-3d2aea6c845e · outbound

This paper cites In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:04:58.604904Z

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=pdf_text observed=2026-08-06T19:04:54.987691Z digest=sha256:14a6fcebd41e2fb1d7ce66a10e7fe871b5956c5f043bcc5ddeeea35f2da01c2c

Observation 4652ec34-3cc5-4001-8813-3910de654880 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:04:57.993682Z

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=pdf_text observed=2026-08-06T19:04:55.249958Z digest=sha256:03273cd9714d1f93eedaff510e30cdc2bc5f2f4cf144245bda7bc3fee42b84fb

Observation daaa938c-3eef-42b1-8462-520eb92fe1ed · outbound

This paper cites Efros, Eli Shechtman, and Oliver Wang.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Efros, Eli Shechtman, and Oliver Wang

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-06T19:04:55.412612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:04:55.412612Z digest=sha256:dce92e079b74caa87b4e3be5f369a42441f06c94257dd14db98db300693a7134

Observation 6559bca7-7774-4516-bf96-427d7399c699 · outbound

This paper cites 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (2018), 586–595.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (2018), 586–595

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:04:57.477959Z

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=pdf_text observed=2026-08-06T19:04:55.511636Z digest=sha256:1b016bbcf6934c0776f48a3f29583d5f521fd7a4a774765e6c1ddcd4fbab1e4f

Observation 0654ba96-1755-4eaa-b7a2-54faa824c851 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:04:56.761226Z

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=pdf_text observed=2026-08-06T19:04:55.658416Z digest=sha256:51184109eebc705a1b362152b2eac755a414027b2018b02f2b096f22122f5951

Observation 0425cbb1-545a-46db-b883-e9cb110ea163 · outbound

This paper cites B Proofs B.1 Descent Lemma for L-Smooth Functions To support the proof of Proposition 4.1, we first state and prove the following lemma concerning functions with 𝐿-smooth gradients.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management B Proofs B.1 Descent Lemma for L-Smooth Functions To support the proof of Proposition 4.1, we first state and prove the following lemma concerning functions with 𝐿-smooth gradients

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:04:56.505330Z

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=pdf_text observed=2026-08-06T19:04:55.735611Z digest=sha256:397f358ed71b4485b49c2a3df16af4e1a4cf811e769b08a357ad2152e577b2d6

Observation 068153ad-9e35-4e43-a6b0-13abd0e6d5d1 · outbound

This paper cites By the Fundamental Theorem of Calculus for vector functions, we have: 𝑓(w′)− 𝑓(w) = ∫ 1 0 ⟨∇𝑓(w+ 𝑡(w′− w)), w′− w⟩ 𝑑𝑡.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management By the Fundamental Theorem of Calculus for vector functions, we have: 𝑓(w′)− 𝑓(w) = ∫ 1 0 ⟨∇𝑓(w+ 𝑡(w′− w)), w′− w⟩ 𝑑𝑡

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:04:56.278395Z

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=pdf_text observed=2026-08-06T19:04:55.835009Z digest=sha256:4983d7f75dc26d49aa8ab1cb94e426f15ac5fddbdf12a4ad5bcffccd4edf1527

Observation b7ce51e2-bb28-458c-b35d-56ee3ecc4c80 · outbound

This paper cites Thus, each warm-up step guarantees a non-increasing likelihood objective, 𝐿𝑡(x(𝑗+1) 𝑡 )≤ 𝐿𝑡(x(𝑗) 𝑡 ), with strict decrease if g𝑙(x(𝑗) 𝑡 ) ≠ 0.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Thus, each warm-up step guarantees a non-increasing likelihood objective, 𝐿𝑡(x(𝑗+1) 𝑡 )≤ 𝐿𝑡(x(𝑗) 𝑡 ), with strict decrease if g𝑙(x(𝑗) 𝑡 ) ≠ 0

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:04:56.127158Z

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=pdf_text observed=2026-08-06T19:04:55.914915Z digest=sha256:9a95d87f7d5af2c31ff2256047cea4140cd014766c645a016927c76ed910770a

Observation 38c77a03-a1ce-4124-abfb-df0e00895b5e · outbound

This paper cites International journal of computer vision 115 (2015), 211–252.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management International journal of computer vision 115 (2015), 211–252

Reference 2015

Resolution
unresolved
no resolver link, observed 2026-08-06T19:04:52.285623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:04:52.285623Z digest=sha256:6301adedbf45099eb6ac8741bf4deeb6f2f6fffedfbf95704efe9bf278b0e6a9

Observation 30e6c2f0-2b5c-48b9-86ac-2741a6a31e95 · outbound

This paper cites In 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management In 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:04:58.262233Z

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=pdf_text observed=2026-08-06T19:04:55.150252Z digest=sha256:1dbda1e911072963cc662a83d66511829b8effd06c7db54d748c253eba495960

Observation bf5c15b0-ba5d-4ef9-9483-c591c754558f · outbound

This paper cites Neural Processing Letters 51 (2020), 2007–2028.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management Neural Processing Letters 51 (2020), 2007–2028

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:05:01.146634Z

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=pdf_text observed=2026-08-06T19:04:50.257768Z digest=sha256:098e938c112d50695629ded066ac374d018956ba2a4a6c37459ed16a7b70ef51

Observation ac49e202-e7e8-4126-99a5-c776dbae2b61 · outbound

This paper cites In Pro- ceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management In Pro- ceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-06T19:04:48.816266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:04:48.816266Z digest=sha256:c33538cfe5f47aa66254a8916906b4fee8cc4ef9d79566cb7127a376228efeae

Pith citing papers

No inbound Pith citation observations are available.