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Paper Citation Record · LEDGER

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration

As of 14 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2608.06981.

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

pith.paper-citation-record.v1
2608.06981 v1

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:27:14.378774Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

70 of 70 outbound references displayed

  • verified exact2
  • verified fuzzy10
  • unresolved58
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ee83cb7d-3463-4f29-9043-ec843abbe2f3 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.941167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:13.969704Z digest=sha256:f0e9bdc0d3f0676ce66d4d06ef548ccb963785a36f00148643d0ea25b8c4ee13

Observation bd6c1966-3ebc-456e-a174-79a045116352 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.923236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:13.976005Z digest=sha256:ecc3bb80e4c570d9a6ac69faea97fe4585401095e9e7cd3ac479b73d76b6f0b4

Observation 45485e60-361c-4f71-9ce3-ed473e1cb943 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.903249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:13.982218Z digest=sha256:ee56c44645d8fde5b66d84c8833860ce0701701fdc2203bd3c31e987092b75ec

Observation 2d86dd48-c4ed-4024-8a00-6cb64354c095 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.882686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:13.987857Z digest=sha256:285dddddb04c3f561e7b8aff2eb51afa9c498c9c8f6dbb4012697ef5fd2840e6

Observation e3366367-6f54-4cd5-8739-365c6295fe60 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.863715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:13.994426Z digest=sha256:3ba8dd3501edc6d232387d0f37d4ed31f61f0947ecbb56ae53bb5643d1a38928

Observation 333b2660-854a-43c1-a634-b8447f7a9390 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.844266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.002282Z digest=sha256:9bc629ef9394cfdaab0d04d020971f229176053b6399ff35862a0717e77f3759

Observation 55b3b761-1e61-45c6-98b9-cc645f7278e9 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.824874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.009270Z digest=sha256:2202cd6df09a5575c27355070cbfc3b58efc9aaf1d5add2d94176468bf3dc484

Observation 06b785b9-1a94-4d04-816b-1385f11f7ca6 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-10T17:27:14.014688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:27:14.014688Z digest=sha256:5916ef9f54e003efd78c081b765221dc8817eae1e7c97e54ae8afb621c2152ba

Observation 6b04659e-daa4-473c-ae37-b8de6cbb5532 · outbound

This paper cites Egiazarian.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Egiazarian

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:27:15.784044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.025115Z digest=sha256:08f602c9da3950bece67bdce3947efc9cc046c711717b276b875fd27cb4688df

Observation 070be131-17ed-4308-b928-ff9a02701bb0 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.742732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.035691Z digest=sha256:160ea0dbfffb0c8ee226eade22ae263dee305b228d096d1a0ba34658e413daf2

Observation cd41d10a-d5a4-4fcf-b162-46c03a78585f · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.721775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.041402Z digest=sha256:5b70715215aa7fbf194ac184b280a17599be5a2c7f50ded66598ad0bd24c8d76

Observation f191e3d9-933e-4328-b184-428d41a1b1fe · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-10T17:27:14.047247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:27:14.047247Z digest=sha256:abe47f262243a58b8f2caac065cfadc5126d90bc6d42dc7bb95a93c9fad09ad4

Observation ebd12222-9e30-4c36-8980-e978d2f61230 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.687197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.052204Z digest=sha256:89a232b24fb8998823ee275318a0431d3e8eef2b032ff5bb150164b5d33b957a

Observation 0e4845f2-4b43-42f2-9b04-ab6f37052235 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.662423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.057477Z digest=sha256:9f640e6d098430fc9508c01e47c0f929bca37c6662370b68f69a36c42a9cdf54

Observation e02340b3-8160-4732-85d3-7e1898459095 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.642502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.062498Z digest=sha256:f8e525c0dd6d084424b0cc0e5526b21cafe03cafa1e1b74806dd8ccff3aa60aa

Observation 1fb21d22-86ec-43ba-8468-7a418a7d71ed · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.592831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.073692Z digest=sha256:929b0c66ecb1c7e2aed2857f156446086e27eb75c036edae153a7b3d941ad463

Observation 9aeb9c46-d073-421a-a4e0-2c5125eec01d · outbound

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

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Fast and Stable Diffusion Inverse Solver with History Gradient Update

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T17:27:14.080068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:27:14.080068Z digest=sha256:82e5c45e8d51d7ca735a594b6bd903c52693e5fb5ff00a0c9bb4bfc818b42c35

Observation 9546ba2d-5770-4e46-925c-35e05a336ee7 · outbound

This paper cites CineMatte: Background Matting for Virtual Production and Beyond.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration CineMatte: Background Matting for Virtual Production and Beyond

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-10T17:27:14.085785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:27:14.085785Z digest=sha256:a75c352dcaa919cabdeb2848ca4a05881f8f29469b55e580034b5a26ed19796b

Observation ad7b09d4-4d8e-4786-baf6-52cf4c4c0017 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.569806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.092033Z digest=sha256:bd73289f8e6ef82b4bdd22ae5572b3bcef3c409282b038d24cbadba83d3ed27d

Observation 013a6cd6-81ae-40a0-b1ec-2b6b22e7d710 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.549594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.097533Z digest=sha256:7404e000f2927d4e9ea8622213b014ac41b587df772906da225d1a9220c6dd04

Observation 65b8ed96-13fb-41d5-a03b-29b2b4b9f127 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.530361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.103056Z digest=sha256:b64c592a577edf8297972bf57e2aa418e53c9f8f7ac0a603288fb1999738f6ee

Observation 020b5ac4-92cd-48d7-80c1-47a5c1ab915b · outbound

This paper cites MaPPO: Maximum a Posteriori Preference Optimization with Prior Knowledge.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration MaPPO: Maximum a Posteriori Preference Optimization with Prior Knowledge

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-10T17:27:14.108801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:27:14.108801Z digest=sha256:34729ccf6e79eef7394bcff54f680ab84c2810325abe4adbd46b2486a51e2308

Observation ddfb133f-d806-4e24-939b-8d9b48c3a392 · outbound

This paper cites Aitken, Alykhan Tejani, Johannes Totz, Zehan Wang, and Wenzhe Shi.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Aitken, Alykhan Tejani, Johannes Totz, Zehan Wang, and Wenzhe Shi

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:27:15.511851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.114863Z digest=sha256:3cc2b548012293cc826dd0c2d61ecb4e74c84ef858a3bd6e77d0eddda15614e8

Observation ca3c6f54-745d-4d7c-8011-81dfddf6ca2c · outbound

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

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Decoupled Data Consistency with Diffusion Purification for Image Restoration

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-10T17:27:14.120916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:27:14.120916Z digest=sha256:d04c37be9cae6f1eca71ecfd12d2e2a301aa4ca9cc234a9a2792b1815a914b2a

Observation 24883b05-562a-4340-a459-f5b9f68b3d87 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.493511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.127141Z digest=sha256:64467a9099df4667316f994da9feffe0769d59fa355cc00bcb7debc05b9476c3

Observation a0a8a416-ff8c-4249-a226-b042c8a075b0 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.474475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.132727Z digest=sha256:8ec18ea901cc5bd6466b6226248ce62321f80f162a2eac0404fe964e7437dd9d

Observation e52c2bd4-32eb-487f-808a-85f5b63a963c · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.456713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.137953Z digest=sha256:bd3f8917a9f4de9657ab988f3c849ef80ecfa7f4fd40c5a770878d0ad9cc3fec

Observation e513ae95-9e2e-4ec7-8aa2-f227f934340b · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.438696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.143068Z digest=sha256:85479638fd57b55575e5dd9c4a0d0651200d9e16ecc6977dc3a32cfe1740dca4

Observation 6fc85ac0-ed7c-4ec1-a769-6fcccf62199a · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.418351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.148460Z digest=sha256:a17222a0f7dacf883c90e66baca028a85632aaf1720263d05e1f6d4c37051138

Observation 3e0325e7-45e5-4821-ac7c-6361a08e564f · outbound

This paper cites McCann, Kyong Hwan Jin, and Michael Unser.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration McCann, Kyong Hwan Jin, and Michael Unser

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:27:15.394379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.153806Z digest=sha256:b515e31d14e8d5efca9574abe37766188a8a2350a034fc567849b4c9d5aa49cb

Observation 50d5a787-f6ae-4839-99fe-4589c89af6f8 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.376679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.159498Z digest=sha256:5c23ddc9f03fe8297b1d91f186c72088b141f9a4f51fc04391d0ffc4c4ad0904

Observation ad78f0db-a0bd-4c5c-917a-734e487fb971 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.359193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.164811Z digest=sha256:e1bef277248213266ec2caebf9403590a787a0a52994595afcab96735ef844f7

Observation b253b8e0-3708-4228-aa04-25f48b0b544c · outbound

This paper cites Bernstein, Alexander C.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Bernstein, Alexander C

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:27:15.339869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.170535Z digest=sha256:30833371b68e1fdc3e131635a2f8292ab38bd309b8a885b29b31ecbbf0ef0161

Observation 1409aede-2648-4040-8de7-f4f6cebb2861 · outbound

This paper cites Weiss, Niru Maheswaranathan, and Surya Ganguli.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Weiss, Niru Maheswaranathan, and Surya Ganguli

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-10T17:27:14.177588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:27:14.177588Z digest=sha256:43a1277b77eab5fea3fca96505deb7ecc8704aedf96a8c905281b04e0c421802

Observation dd67535b-9ede-4d09-9cdb-91dc6200b04f · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.293249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.187680Z digest=sha256:d66c3f9344dd238d0defcd00d73dcfc881df11f15e5c75703649feee9ab237a0

Observation 76df5583-0909-4e3f-9c63-3a65005b7c1e · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.275893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.193117Z digest=sha256:c5013ba42afcfb886407f911ce716af66d7104c4727d4d4699ed65fee4bc6082

Observation fac6c323-2d20-4642-94e4-fdcad19aef8b · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.259576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.199145Z digest=sha256:1f11ff2c61681402465308eab8a034219d58185ad5b174903cc516a2b642a7ff

Observation d8ce6ef6-d2d0-4384-92e2-22e75f0157c6 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.243511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.205506Z digest=sha256:e985f87239fa420a3ad407d6235925e52fbccfe2dd3e5e98aeca782ecf2ffba0

Observation 9c76b7f8-91a7-4603-9dd3-b5cfd6ae51b0 · outbound

This paper cites Kingma, Abhishek Kumar, Stefano Ermon, and Ben Poole.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Kingma, Abhishek Kumar, Stefano Ermon, and Ben Poole

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:27:15.227077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.212749Z digest=sha256:8111dd52ff03dc23d2da3ae4d6c9c42d3826de9b7103abce645f9a6af86dcced

Observation 581710da-fb1a-4940-9da2-3b61cabfdbd5 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.208954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.219090Z digest=sha256:2f9662e31d4c409d38a3090d0a62d086f7e9bad83839b41368334c39e8cad9af

Observation 8a95febc-aed9-4864-9cb3-0d882dc6c21f · outbound

This paper cites Reihsmann, Alexander L.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Reihsmann, Alexander L

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:27:15.186653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.224275Z digest=sha256:3375f727d076a1c52ac63d4233e7280ffab00d1f39272ec3e07989a4e2665350

Observation 6116de51-3ab6-4f66-bb3c-50253d0e471f · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-10T17:27:14.230148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:27:14.230148Z digest=sha256:4f35e4702d9906f12e5d0232df9454be254f66f4a773f8e0daea038991949497

Observation cb05de2a-4dab-46e8-99f6-2a25e279064a · outbound

This paper cites Kot, and Bihan Wen.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Kot, and Bihan Wen

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:27:15.168483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.235201Z digest=sha256:38a7c965717a3fe69f8db7d423947eb0c5626e629ee3f6d2e74feab3cb319911

Observation d262e630-448a-4176-8dbe-31df214ea471 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.149078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.240943Z digest=sha256:d715f68aa43079a3439c824338b63b8f91d006d295d54d825537f99444a1b92b

Observation 2efb43b6-fdf7-49e1-9797-20f7de0791c0 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.126685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.246310Z digest=sha256:a33af506e48b36a7161484072c5870f12d2cce20c2f6717eed8ceeb069ffe0fe

Observation 391d9e1e-30c8-43ac-bbee-350b8121b32f · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.107505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.251823Z digest=sha256:4c1b420174b94798a843acb3ec1fd826af134e2218058703b357653dbed75038

Observation 02c10e00-8e84-4d5c-a0fb-f0cbf484c485 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.086550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.258271Z digest=sha256:a9f46ab2051ecadfff32f63dddeed016e9de966269f0bdc509ea3cb03c7e78af

Observation ec678946-16b6-4f33-90e0-531b8b85b9f6 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.065500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.270469Z digest=sha256:289c247b5627b44564bdc1c877cf39e8ea2435d60bc1fefe4703912168833a36

Observation e904c953-ba7d-41bb-a6a4-3c9a35ea4097 · outbound

This paper cites Kevin Zhou.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Kevin Zhou

Reference 49

Resolution
verified exact
raw_fallback, observed 2026-08-10T17:27:14.570229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.275641Z digest=sha256:ce0f97238051d0ce8cc40fcc8c17461d17d61e84c47541c6323998cc36aca6da

Observation ca5c1947-26a0-4eb3-8f12-37208d1861e6 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.038702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.280924Z digest=sha256:48c47d879e1d6d83877469a731f460b59f1a1ecb50da598e079bd5258249cea4

Observation ef1e8d4c-bae3-4db8-bb16-7c46f1feb845 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.016305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.288834Z digest=sha256:4877b2a38f990716ffe9f79ed115a10c9c8509cbb70d701b505b0b7dc2f3dc69

Observation e9ca10be-43b3-479b-9f50-55f3c16629bd · outbound

This paper cites From Agent Traces to Trust: A Survey of Evidence Tracing and Execution Provenance in LLM Agents.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration From Agent Traces to Trust: A Survey of Evidence Tracing and Execution Provenance in LLM Agents

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-10T17:27:14.264834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:27:14.264834Z digest=sha256:1cfa3128fe8f583fa4d8ec6d525ddbee3bafd8a70bd69b045d62552927174f93

Observation 0bfd02cb-5419-45f6-9632-57521699e7f8 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:14.975211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.302771Z digest=sha256:3539b54e9332efb1bc582f842342d8a5ca8fdfdbe2076a827915b8322ded48f4

Observation 32f9ac7e-7797-4f06-a881-3d0591693588 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:14.956205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.308864Z digest=sha256:b2027270b466a6301a49f8837024b695f745046c3b98737b8f404d10c55e9756

Observation b8e0a5f1-712f-4a8f-9034-a7309ab2fb10 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:14.937862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.314934Z digest=sha256:867a2526d9c0c2b8eef37d8fdbd41f7c6b6b80aac098a6c591ab7fb7a60cd99c

Observation 663e06d0-5df0-46b2-9f0c-4135441a0dfc · outbound

This paper cites L-Drive: Beyond a Single Mapping-Latent Context Drives Time Series Forecasting.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration L-Drive: Beyond a Single Mapping-Latent Context Drives Time Series Forecasting

Reference 56

Resolution
verified exact
local_arxiv, observed 2026-08-10T17:27:14.441589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.321780Z digest=sha256:2f3683e5f8671941b0dcf8c25b0ebaf90e5376a7711f06de96fe323847495b49

Observation 9a5c7540-afbd-4307-ab3a-dc4e3873d634 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:14.992487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.294309Z digest=sha256:619f9e833cb8a3596d43107d9ff601fd1b0cae90eebe217572c632043abcb0a8

Observation 114bb37f-e553-44fa-b857-873e423d7291 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:14.897896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.333319Z digest=sha256:9c96175017ccf19fba7e98a68624ce209140744b8e68db56f9c3910a4df3af54

Observation 87e5205e-0413-45d5-988c-fcad7a8f3026 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:14.879887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.339406Z digest=sha256:fa8e63c2ef6419a1c3a413f198eb6f6fb3552220b0cfe432c1c6698d18363105

Observation ab8292e5-5a8c-434f-877f-681efaf74fd5 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:14.861684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.344739Z digest=sha256:6bee002b467832199151071bff42ef1732b691699cd7cd0f53164b9bdfc46b70

Observation 85dbe4e2-eba9-48d6-8af0-a197592839de · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:14.843122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.350320Z digest=sha256:4f82cfb3516eb250d3eed77c677e81f3b6c3d434393ce640cb6cbb53438d4a23

Observation 33485a58-cf13-45f4-91a7-6751dba7d0f4 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:14.917270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.327222Z digest=sha256:d8dd91bb5445d8ecb0d1f596ac964d5c53cf78268d69091fc4ac9f1223849bbb

Observation 693909fa-4a67-4005-8ebd-7cde63cc101d · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-10T17:27:14.369660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:27:14.369660Z digest=sha256:1f37d2015f1dd9f86a339a1fc9382e4c8c45115e277480b21109411dc300ded0

Observation e0496587-b7c8-4bf6-89b5-3c2d761c147f · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:14.777702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.378774Z digest=sha256:a30b9ef91a2bb4e4d1e19a85f494ebeb3a51bd8d08b9a18ec59cbc5d108b0626

Observation f88d880f-a720-4f18-961e-531dd41f69dc · outbound

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

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Efros, Eli Shechtman, and Oliver Wang

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-10T17:27:14.356946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:27:14.356946Z digest=sha256:e8cd65d6802562e6fa8e69ce698f4c4a88cc5a57eb6eadf3ec6c3231d1f5fa92

Observation fc6799d9-a55a-43ff-8965-3421d03076f3 · outbound

This paper cites IEEE Transactions on Image Processing16, 8 (2007), 2080–2095.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration IEEE Transactions on Image Processing16, 8 (2007), 2080–2095

Reference 2007

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:27:15.767088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.030506Z digest=sha256:bc17cf8b1eae1b9936ca021d713d70c4af9ec76bb40c4959cdef00071480c8b5

Observation d25a476f-eb36-4784-9db5-9c816b887149 · outbound

This paper cites In International Conference on Machine Learning (JMLR Workshop and Conference Proceedings, Vol.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration In International Conference on Machine Learning (JMLR Workshop and Conference Proceedings, Vol

Reference 2015

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:27:15.309996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.182586Z digest=sha256:411011035db1e86a99a51db29283c9b36d6ae3e3e1059b1923b9367a3f0cd65e

Observation 028ebdc0-d15c-4a88-83c4-9636eb9af6e7 · outbound

This paper cites InIEEE/CVF Conference on Computer Vision and Pattern Recognition.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration InIEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:27:14.810965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.363432Z digest=sha256:97088045bc52cea0cc6140e07e1e6d5c9c08b7b7b045c6d825a47cdeb15ac0ca

Observation e6282092-bc2f-49e3-bc85-65823fa51ca8 · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-10T17:27:14.020152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:27:14.020152Z digest=sha256:cd7179e16858f153d8ab2425d855ffd6306354dd605131d98df03a0c98959f24

Observation ff07278d-6d7a-4b31-a7b1-9dbe5d86dfcc · outbound

This paper cites an unresolved cited work.

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration Unresolved cited work

Reference 2026

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:27:15.613880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T17:27:14.067543Z digest=sha256:59f4f430c03f9f8f9d806e567876c1a5fb3beedb33e08f89ad6fc4c91be09359

Pith citing papers

No inbound Pith citation observations are available.