Pith. sign in

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:b461eb272f47727ed3609463d588de977498f953446ba0bf1e595ded3ebb5849

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=sha256:7d68306406c44badc7808256b65306c3577a0ad030c395cd68e7e37b92b2b83f

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=sha256:0479ecd3d874e00de013ad18eea2faace42cbc194d67068056a38de6f899711b

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:a9ab5d5a5757e2baa53b858f48b19addb5293b8ff35eec4c51391886981549c7

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=sha256:6d5b5bbc396fbae3832dfcf9bfb404b4968ddf0cb53402a7bed5739507add472

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:b5144f1acc6cabbfef5d066ca9465805b4a6357f62e2e0c69320f316cb8f8c12

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=sha256:86508fb7ecf109b030e65403fdcfefe010ce0cab33069dba9bcde3dfa87efc07

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=sha256:04740ac82c47241dae619af11732084abb889d5cf80e1a9b5585891d81215a2c

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:ed188ceac9c7b4cdb49c87e525dda1034130112e59d83f2c52282bff84ef0fca

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=sha256:2f53093a33b13ce74ddadcf8404c003c714f10538c7c5927903099b3d4741a8d

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=sha256:662bcdfe90f44f955937edcb465641b28cf634712c15b3c9ae4108001dab8994

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=sha256:5a59bf632ca5fa9fa261a8ad4c778cc4bb5b6786315a59ec40194b1ed3c78d97

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:ba268f076738b122a2cff2142b7b9d2aa309857a951afaef4e31ccc7596192b7

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=sha256:4409a51dbe0aecb30bac6550a43596b575a421c0356953877ec3f11fac76de03

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:e5fa9b9aef59a0f2f0e3639016123f68fd4ba33bc3ee050a7249bd1dc765cf1a

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:ff7d3c5352867d5930487491744955e6c1db39cf1b0d87794a1b3fa672d154fa

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=sha256:0c2043b7e8463a9f2d8d0800e63569b6875d9d6a81d918a5e5731802a2509b57

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=sha256:19fc3f71eac5708df0df7cd937da8743674ce17560a51e6ef184afbd8a3e3c5f

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=sha256:07b6b0e2298451a3de89bb7e0ba2555b0516cb38b48022f649fe164e6d3e0ea8

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:deb31e54fe7f65c48aabb22d9555548347b20c65b514c002052e67cb7d4bfafc

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=sha256:7f53a9b0ba7c7f3c22277278f6523acacabdd712b7d0a063021edbc875911a35

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=sha256:8d31d14252c2bba783ee3b51e3a535a47db146307f9bc0fca045aa4f35d9bcac

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:d5f7b533b6918fa486c86bab71b5941b7eb8f10f108fc76412f46d448be78675

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:ef470b22a35470181b4a61fd683e1c7729bdfee4a352f44874ac665e744e0f0e

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:c6456c0c42204eb2874c54a5198ec1a8a8b42440ea141acacfcc7149f4308991

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=sha256:822b149ed9afbaa0070d4a75638d276808ae503b0cc78a097b40fd356fc9c1e3

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:c4c0526aaedfe5cc3217ab98b8d22b00b01122e7e70a0eb2d7fa5d3aa71527a0

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:de0a364ce6cbab3713a2afc300a78faaefdf33c99cb7d17fb24e7c3aee448e92

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:b7232cc982bde9527e0163cba8a77b905513010a7072ac3f27b0426229847980

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=sha256:8f32d9cc1fa64a862a2aa4fee9e448a5f4ddb397005a48b1d58e2be007f45957

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:e631e3b2eb97b3ae211cda69396e66229625348266e5fa13d475fe2f1cbfc01e

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=sha256:366edcd59bc6f5de74aaa9d6901e825032903d928f4876a43f26ac892dc873f9

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=sha256:8b7a9a4151b485210a40643eae7c4c331d92186bdfb0a50d446edfe75b446627

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=sha256:2512356bb8ac4cc89c4f4be3fa10433d37f2adf4ed6efeb272952a48e94e2d66

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:c9753802129aa7259e9f7cf4b508d379bf3b2817fee3489d072ea0d8de521982

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=sha256:0448458a699b50d5fb7492ccf281b28243cb8e8638048dd2e3cafbdc3885d576

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:de6d2f86a57200aa7fe0c0e581ca0babc2b451cdb7a76a6b72c021fee0b4e71b

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=sha256:3994464e5a4827bf75242ec1befa3af1897338e55b72f3c340cfb9beb058851c

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=sha256:041df8f231f99f5d74ddf3d1ce5f326a183f4660366211e6f01b91799a0bb617

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=sha256:3a4695c5f7af1007a9b6db7e17352149638d77b8b0602d85355e8c1e281c5e23

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:a68a08f7f0cab876591ad0dfa9ed7fd44d28f610da3f11158a8350c10ebae5db

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=sha256:74df8567e7979ab6f0058a248858ac39cdd9cfae1ee63a15731f41fe3c3b1714

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:eeb80883c9fa5006cbba0f3d8e644d2418856e89cc6e5592373f3389c514bda7

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:b81cc46e1e58719308aa64c3dd43cc4f4166ec2d18537a81bb8652e8cd9199db

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=sha256:5d74ca47e381e8eaa7cf4e05a7d12cc27af42ea8c828578ba9fdab4672ed1cc0

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:cf36a9a07330f8d20ea95f7146b7922c5d0694774137862f89eb3e27c155026f

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=sha256:8c347d9160c67e89fec0f8449e2283f637de79bb1bc1b8eb0eea8f292ebf894c

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:e905c54d001d2e791f978d23fdbd444ac774b00ff7c0c48fd2ae92884bff9d51

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:fc87abf5bbf3e65d8398a682a4cb65fc8db6fe34dc60aca72a05bc51b078a102

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=sha256:56652f2504f8c9ae11b204c26e5d385801c2ac41f165276555b8609a90f7c7d2

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=sha256:81e03a524c5651e575f488bc7addfd46e3a934520a3d8ddda54cf8e938331500

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=sha256:9ff8d9abcf0142abe117d84a26e180cf1dfa462ec6d39ec3e30005e707c4bfaf

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=sha256:1641d86c023a2e3e33cbe727e837f3f2767abe504b66eb074c1cfaff6d467b56

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=sha256:6de0e8b8b77060aeb9a8c32b0a4b811c8dd7f2ec6b801216fa48c4a167976904

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=sha256:18dbfe22fab29a584e49406f5b1719f67d4caa581f5ee099363152c5e628ca26

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=sha256:2c489fa88521888f0a215c5cabd333b25c6704c69cf6d1b9f9c57cd56f7feabc

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=sha256:2af07050392889c4140e300ed10f28cf8d70f43817b5b1c7c3cb4254a7b0b599

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=sha256:01879abcc438d6534c321ad5241be69493c155141e59b069a832e2bc3ace9400

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=sha256:1b24c3dbf79e6b2972e1e15c6ebff84b173237e3dd34991bbea667626c1c72ad

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:c8b4e73aea7d2ce754e72d7e45d0f62697b41bb4ff852da8e5fbc9d90be8a6e7

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=sha256:5f1e2df14279bf1cb99ea36f5630ebdbab26a9db5f5263f30df6ac9cb4458be1

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=sha256:9a71c08b8ab7dee072b3ba86ca963bed0d210ed71511c04a5759eec2f859481b

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=sha256:0808cd18f32834f3e80922db5d4eaff8f3668ac0a0630e7404b0944a99222904

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=sha256:94ca63ce14fe11d38b279359ff55619ca4fe3033354d40cf2088842d0087c49e

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=sha256:66ba4ec1088181403adb6479be3de41fd42314fda89fdb799377b0da93daab64

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=sha256:7b4cef21d488de0307195f812c8259be7b7883492bead9ef9b89722c122f7ae5

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:dfca7054f4cf75b9327f47e8389b783bd681594f9f489a1d91b1327c51944a88

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=sha256:8328e257bb217647b49cab7f43d544b1d3a9b8b180d005570025f78a880cccfa

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=sha256:7a18eadb88d8d414b67c728e24e911f1230cc3025d230d657d3232db5954ddb8

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=sha256:2fb4e9071ba7c72d2d5cf3d799253266914f779555da21c831a626a2f3cbb6ab

Pith citing papers

No inbound Pith citation observations are available.