Pith. sign in

Paper Citation Record · LEDGER

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3)

As of 1 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2604.11230.

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

pith.paper-citation-record.v1
2604.11230 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T15:30:26.688179Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-31T06:34:12.847434+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

50 of 50 outbound references displayed

  • verified exact0
  • verified fuzzy50
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d08e3a52-e9fc-4bff-acbf-8d27ec4b20ee · outbound

This paper cites A high-quality denoising dataset for smartphone cameras.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) A high-quality denoising dataset for smartphone cameras

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:22:07.820874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:72a30f5a4d278931aeac1ae64c2dd3bf9b43c8f0e9d38525f0fa735b370b1b80

Observation 3e5c44a5-08a7-4c99-8383-4e884365d21c · outbound

This paper cites NT-HAZE: A Benchmark Dataset for Re- alistic Night-time Image Dehazing.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) NT-HAZE: A Benchmark Dataset for Re- alistic Night-time Image Dehazing

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.818755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:17a7db1377dc6fdbb62ed3a4b6774baca5a6088907dba677539a1c7f501ea28d

Observation d7d39729-9401-4cc9-a550-6360e06d1b4e · outbound

This paper cites NTIRE 2026 Nighttime Image Dehazing Challenge Report.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) NTIRE 2026 Nighttime Image Dehazing Challenge Report

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:22:07.976782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:2dd27ea4edd3b61e2ec573bcee7edc56c6dfcce21eb1a0d0963e6f98bae71bf1

Observation fdae47d3-c9fd-489d-893f-7de748b0f164 · outbound

This paper cites NTIRE 2026 Challenge on Single Image Re- flection Removal in the Wild: Datasets, Results, and Meth- ods.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) NTIRE 2026 Challenge on Single Image Re- flection Removal in the Wild: Datasets, Results, and Meth- ods

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:22:07.978908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:4c720ca8bdb150444ed891a99a79353a25ebb5ac43ae32bc84314bc115cf2e09

Observation ed59dca8-d297-4c2f-ab5e-2b2b6995dfbb · outbound

This paper cites The Fourth Challenge on Image Super-Resolution (×4) at NTIRE 2026: Benchmark Results and Method Overview.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) The Fourth Challenge on Image Super-Resolution (×4) at NTIRE 2026: Benchmark Results and Method Overview

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.800672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:0b9fcd7053fa843cee2040df3de4e03c83aaa10391519fadf83532d67c6259f2

Observation 98df9aed-cf4b-4051-8151-e5bfcab6424f · outbound

This paper cites Low Light Image Enhancement Challenge at NTIRE 2026.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) Low Light Image Enhancement Challenge at NTIRE 2026

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.816237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:3372adac7741ec3081e7e1e100e75c8ef6223196c197ed8a580a0526b554afab

Observation eb940fba-dab1-4aa2-aacc-5580f467ac68 · outbound

This paper cites High FPS Video Frame Interpolation Challenge at NTIRE 2026.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) High FPS Video Frame Interpolation Challenge at NTIRE 2026

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:22:07.972344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:045d00cc8c42282d8cff5c9bc732bb500722297e8c208f3e03140e39fc570842

Observation ca206fba-3978-4eb1-bcd6-d5fc4ebc164a · outbound

This paper cites NTIRE 2026 Rip Current Detection and Segmentation (RipDetSeg) Chal- lenge Report.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) NTIRE 2026 Rip Current Detection and Segmentation (RipDetSeg) Chal- lenge Report

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:22:07.835184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:795955ac16ddb9f60734d27e82709cb6dbf750290e40eb3ecfab9fe132e5468e

Observation d014f8a4-9c87-4ca4-a7e1-2a2666b50f3f · outbound

This paper cites Conde, Zongwei Wu, Yeying Jin, Radu Timofte, et al.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) Conde, Zongwei Wu, Yeying Jin, Radu Timofte, et al

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.832626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:babece99255a3b314b6fad812ab93e06cfc7234c120f1a9ba74c96d270f3c3a6

Observation 53cd5ee9-3dc1-4a6a-aaab-593430dcc1e4 · outbound

This paper cites Image quality assessment for fake images.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) Image quality assessment for fake images

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:22:07.974695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:48163265805f5ccbd7fe3b463ae61f5b8269e735992e8544ad3a479b649f58f7

Observation a0f5d656-614a-4e61-9cdd-e3eb6b2ac0ab · outbound

This paper cites NTIRE 2026 Challenge on End-to-End Financial Receipt Restoration and Reasoning from Degraded Images: Datasets, Methods and Results.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) NTIRE 2026 Challenge on End-to-End Financial Receipt Restoration and Reasoning from Degraded Images: Datasets, Methods and Results

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:22:07.981322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:4e57b77c6820fa6e3c8b9d51b9ba2fa1a1cb92285b30b1043c344243bf4fff70

Observation da7be0bc-2c0c-4dce-82b2-ccd646a24b0e · outbound

This paper cites NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3).

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3)

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:22:07.970351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:8e1ff5c3e67cd05f20fd10fdfde9b153a51013da6d6c264d91b293346ccbc6a0

Observation 15a6b7cc-4d5f-43ff-be90-6c0505fbf473 · outbound

This paper cites NTIRE 2026 Challenge on Robust AI-Generated Image Detection in the Wild.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) NTIRE 2026 Challenge on Robust AI-Generated Image Detection in the Wild

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.837200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:152809117138663361f8be0e94ca0227442eb3c5fb7903e5f4b642041dd0bfd2

Observation 06276f8c-f795-495e-8f4f-2143789b5df7 · outbound

This paper cites Robust Deepfake De- tection, NTIRE 2026 Challenge: Report.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) Robust Deepfake De- tection, NTIRE 2026 Challenge: Report

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.834808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:4ef1c4a0d097adcb34d86ff73663d4609ed818237b90621f9974767c3cef8b4a

Observation 37a53cf8-18e9-4bf0-bbb9-d6747dae7ba5 · outbound

This paper cites NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.830330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:325dfbbd8289e3599e64ef1914af3ff213c9359a73d6d7cb56c00386daf91ac5

Observation 4110ffeb-1392-4382-af09-993fae43fa03 · outbound

This paper cites The First Challenge on Mobile Real-World Image Super- Resolution at NTIRE 2026: Benchmark Results and Method Overview.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) The First Challenge on Mobile Real-World Image Super- Resolution at NTIRE 2026: Benchmark Results and Method Overview

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.839924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:c02b8d147c8047015e13983b2f526d23543f62980691b2e68d808df5ce52b445

Observation 102a81fb-bc34-4fe4-b89c-aa35b28dc768 · outbound

This paper cites NTIRE 2026 Challenge on Short-form UGC Video Restoration in the Wild with Generative Models: Datasets, Methods and Results.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) NTIRE 2026 Challenge on Short-form UGC Video Restoration in the Wild with Generative Models: Datasets, Methods and Results

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.845425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:46d94432187448dad7c8e691d5ff960fc294be6b339b53ec014d2990b4d10c22

Observation 01a1b784-340a-405b-a200-9e5df4d58ee7 · outbound

This paper cites NTIRE 2026 The Second Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) NTIRE 2026 The Second Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.787595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:6e7d13dada21984f54a4d90113c5849d19fe1d6b6a85a49eee4bfa0fbcd4f8c7

Observation 379c82a8-229b-4e27-9ba0-156eb5ae3679 · outbound

This paper cites The First Chal- lenge on Remote Sensing Infrared Image Super-Resolution at NTIRE 2026: Benchmark Results and Method Overview.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) The First Chal- lenge on Remote Sensing Infrared Image Super-Resolution at NTIRE 2026: Benchmark Results and Method Overview

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.825311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:b732712729e793d8c918ff65cbec46cde6755d7624c3c8bedad52e6465b7fcf1

Observation 2834bcfb-5b1a-4bf7-abca-9209585285d8 · outbound

This paper cites Conde, et al.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) Conde, et al

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.793028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:8db8d944d73e380e0711bbe37a3ef288ae6391ff186ce1828919f87f3d0654dc

Observation 32c8a466-9ee2-4ced-8716-569d06c9d259 · outbound

This paper cites NTIRE 2026 X- AIGC Quality Assessment Challenge: Methods and Results.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) NTIRE 2026 X- AIGC Quality Assessment Challenge: Methods and Results

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.803434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:02aa85a7b9a69f8d857cb386366b854413e7fc6e93b15f0c4f77f436b99e1639

Observation 02703517-8dc9-48f9-8de0-02dd187d681f · outbound

This paper cites MBLLEN: Low-light im- age/video enhancement using CNNs.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) MBLLEN: Low-light im- age/video enhancement using CNNs

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.808401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:30ea33d6b6f22f701c1d9f0bdeb683ae9c501db8fc1ea59ab57229849102806e

Observation fcce1e37-0f37-4223-8a8f-88d2569b4f16 · outbound

This paper cites NTIRE 2026 Challenge on Video Saliency Predic- tion: Methods and Results.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) NTIRE 2026 Challenge on Video Saliency Predic- tion: Methods and Results

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.827887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:1e3c7a2eaa182505263bdbdb0bd621ac18c62c5a3b654c13f8b14a51a981f7e7

Observation 2b4da611-d502-47ec-b6e5-bbd07f7ac3ea · outbound

This paper cites NTIRE 2026 Challenge on Efficient Burst HDR and Restoration: Datasets, Methods, and Results.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) NTIRE 2026 Challenge on Efficient Burst HDR and Restoration: Datasets, Methods, and Results

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.784679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:8e91fdb6d54dbf02b56982616bff6e9707d2d858af600fa060f602e226b35e09

Observation d68203ca-482b-4bdc-b85e-1dcb0e3590e4 · outbound

This paper cites NTIRE 2026 Challenge on Learned Smartphone ISP with Unpaired Data: Methods and Results.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) NTIRE 2026 Challenge on Learned Smartphone ISP with Unpaired Data: Methods and Results

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.771285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:43b880a2a3d1c17849505b3ad7128b6266ee923601d8765cbea7f07fcbe1498d

Observation 89e789d7-26ad-442c-9b3c-501a3c1330b9 · outbound

This paper cites NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: Professional Image Quality Assessment (Track 1).

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: Professional Image Quality Assessment (Track 1)

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.755892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:644ee47046834adeee6ac65d1a4df9a3ebda2d9e1c5bded1f0b287ffff55815c

Observation a8abe125-8a19-4191-bc64-240b50155ce6 · outbound

This paper cites The Second Challenge on Cross-Domain Few-Shot Object Detection at NTIRE 2026: Methods and Results.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) The Second Challenge on Cross-Domain Few-Shot Object Detection at NTIRE 2026: Methods and Results

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.822123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:bdc9bd143c8ab45628812b6a22bcc24175b7d902240b01b6b6425bb9208a9207

Observation e47d1f57-1ae1-4c9c-94ce-d9a9f9545e6e · outbound

This paper cites NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: Multi-Exposure Image Fusion in Dynamic Scenes (Track2).

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: Multi-Exposure Image Fusion in Dynamic Scenes (Track2)

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.853472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:d5cbbdf49fa02f441506c2acee9e91c6dc550d69488955d36e2f07accdf79d91

Observation 53890447-1452-424b-b87f-807664aae1e7 · outbound

This paper cites The Eleventh NTIRE 2026 Efficient Super-Resolution Challenge Report.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) The Eleventh NTIRE 2026 Efficient Super-Resolution Challenge Report

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.763619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:657d2c1b10cfdc24ec3d8f6acb303fa8bf1524b54d2b6e00a2234a5994d2d1be

Observation b73e2204-83a3-467f-ae16-cb1b1c713e2b · outbound

This paper cites Conde, Jeffrey Chen, Zhuyun Zhou, Zongwei Wu, Radu Timofte, et al.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) Conde, Jeffrey Chen, Zhuyun Zhou, Zongwei Wu, Radu Timofte, et al

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.773888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:66d51cff9ec048161c16820b61a7ef561a2c1f41c884b1585299244040a614de

Observation 96fa2d31-c600-465d-ae20-f9e2f2d799c5 · outbound

This paper cites The Third Challenge on Image Denoising at NTIRE 2026: Methods and Results.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) The Third Challenge on Image Denoising at NTIRE 2026: Methods and Results

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.779509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:04f19614cf0e330fd8dce3abaa526532594e7e077e0657b0a042b088940978ec

Observation 0a856a12-b60a-4bee-8e39-bf9aa62c4642 · outbound

This paper cites The Second Challenge on Event-Based Image Deblurring at NTIRE 2026: Methods and Results.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) The Second Challenge on Event-Based Image Deblurring at NTIRE 2026: Methods and Results

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.758701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:c8dd3d7b484d4494f96e0365089316465ac97d694d37afccc71f7b50f292956a

Observation c273ee17-b423-4d3d-ae84-15872568ecce · outbound

This paper cites NTIRE 2026 The First Challenge on Blind Computational Aberration Correction: Methods and Results.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) NTIRE 2026 The First Challenge on Blind Computational Aberration Correction: Methods and Results

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.850720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:7fabfb72412e1d772f3656fa6128670a5656e2fc8488d19b2ddfd07c39365d65

Observation d9dd4ff7-b908-4de3-8ca2-6a4ddf7e1af5 · outbound

This paper cites Learning- Based Ambient Lighting Normalization: NTIRE 2026 Chal- lenge Results and Findings.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) Learning- Based Ambient Lighting Normalization: NTIRE 2026 Chal- lenge Results and Findings

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.777034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:416bed605c3d6c975c1da9c7875ff8b86ee5882c08783490e300c7915bd9daea

Observation fa1de0d6-f8f1-4192-aaef-111efb8fa125 · outbound

This paper cites Advances in Single- Image Shadow Removal: Results from the NTIRE 2026 Challenge.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) Advances in Single- Image Shadow Removal: Results from the NTIRE 2026 Challenge

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.782145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:e4bdf67de5cb1d64f0b633cc270196c4e6fd0bd4b9205b8ab8571492a458e3c7

Observation 4c54bfcb-8043-4272-bd82-b01d2e68a5eb · outbound

This paper cites The Second Challenge on Real-World Face Restoration at NTIRE 2026: Methods and Results.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) The Second Challenge on Real-World Face Restoration at NTIRE 2026: Methods and Results

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.768809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:82d0e4b972182081c6b02713c663e494594b84144d7a093cd8adf2660381f0af

Observation 249b0237-3d87-4ac4-9777-8ed19eaed22a · outbound

This paper cites NTIRE 2026 Challenge on 3D Content Super-Resolution: Methods and Results.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) NTIRE 2026 Challenge on 3D Content Super-Resolution: Methods and Results

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.744241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:98314e2f1862a4dc9b50be0862c5775bb854d4062a5f9cdeb615e5dfa795f897

Observation 0b6b65ae-4749-4a5d-8a50-29e76b9e1d04 · outbound

This paper cites To- wards real-world blind face restoration with generative facial prior.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) To- wards real-world blind face restoration with generative facial prior

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.790442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:41e59cd57ee639ab55855c43fdbcd31019a99f3804149bbe1cd5d2cc29d2eaae

Observation 81f2a3b5-7346-42c0-9d45-f68e36a25baf · outbound

This paper cites Real-ESRGAN: Training real-world blind super-resolution with pure synthetic data.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) Real-ESRGAN: Training real-world blind super-resolution with pure synthetic data

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.806074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:4d6ee1b48ed2483b5825bdf486d4abb84f2950b6a86cd404e9086504c5e2e6e2

Observation baec078e-bb78-44d8-894f-d6d588927dba · outbound

This paper cites NTIRE 2026 Challenge on Light Field Image Super-Resolution: Methods and Results.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) NTIRE 2026 Challenge on Light Field Image Super-Resolution: Methods and Results

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.795543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:7b015218506867af713307e10656ed02bb13bf871b44bfc97456977a6e95751c

Observation c93015d9-c2c8-438c-b67b-0e8e0a7444d2 · outbound

This paper cites Image quality assessment: From error visibility to structural similarity.IEEE Transactions on Image Process- ing, 13(4):600–612.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) Image quality assessment: From error visibility to structural similarity.IEEE Transactions on Image Process- ing, 13(4):600–612

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.848148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:f8e57310820dd970518240a6f204f8116fce785ad73a02f1376f32ed8e79b90e

Observation a6df959e-deb8-45a9-a1e2-a209281e0604 · outbound

This paper cites Deep Retinex decomposition for low-light enhancement.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) Deep Retinex decomposition for low-light enhancement

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.761181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:8e4d2dd87005da9685a4c06ad7d7c228100c408d2b6e88ebafb0cbbb84826361

Observation f31b8f7b-34d8-4e5c-bb0e-0bd9e3edaa27 · outbound

This paper cites Multi-scale retinex with color restoration image enhancement based on Gaussian filtering and guided filter- ing.International Journal of Modern Physics B.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) Multi-scale retinex with color restoration image enhancement based on Gaussian filtering and guided filter- ing.International Journal of Modern Physics B

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.766173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:ca17472de417c1ecfc80e40e13c60f068256b839363856e2da481ff00e9bdc24

Observation 7ce82bd0-dc29-4a9b-8351-4d5f4b9663ae · outbound

This paper cites Efficient Low Light Image Enhancement: NTIRE 2026 Challenge Report.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) Efficient Low Light Image Enhancement: NTIRE 2026 Challenge Report

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.813726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:6d6fd6d6f3698325614096ac5d24a933cea5936569929165b310d0c33fd5dff7

Observation 58d3be2e-04c8-4dde-80ea-bdb544ed21fa · outbound

This paper cites NTIRE 2026 Challenge on High- Resolution Depth of non-Lambertian Surfaces.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) NTIRE 2026 Challenge on High- Resolution Depth of non-Lambertian Surfaces

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.750616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:b632af9af667a431e957e5114dbbb09e025481e34aab54fcb450d266652c1fcf

Observation ba1f7d50-5583-4df1-a3fb-7849945a3f4c · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) The unreasonable effectiveness of deep features as a perceptual metric

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.798086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:7dd0b7abe972ae5baf2f3f9abfcb343a526ccebd041660bcd0e3e2a043f4a7f4

Observation 06c0cf9d-c300-496a-85ec-f054813a06e1 · outbound

This paper cites Kindling the darkness: A practical low-light image enhancer.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) Kindling the darkness: A practical low-light image enhancer

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.842580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:fe5e21c3e1f386ca95d09d88667307b53312d3510cf4e1d9305c24acae5d272a

Observation f6ceb26e-5283-4373-9746-d44691ea3378 · outbound

This paper cites NTIRE 2026 Challenge Report on Anomaly Detection of Face Enhancement for UGC Images.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) NTIRE 2026 Challenge Report on Anomaly Detection of Face Enhancement for UGC Images

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.747587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:1acfd7ca12689ba6bb2812727310f62e9d3f457cbb796e87892f64758e6c7bce

Observation 56b1ac8d-6b84-43b7-b014-1add3a3c7078 · outbound

This paper cites Towards robust blind face restoration with codebook lookup transformer.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) Towards robust blind face restoration with codebook lookup transformer

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.810923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:0d93f82a65b3d55e52f37fdb7f8c402645615fd127ba21a3f082446b85804ad9

Observation 2d352def-d392-4f02-b58e-2fa08aab8401 · outbound

This paper cites NTIRE 2026 Challenge on Bitstream-Corrupted Video Restoration: Meth- ods and Results.

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3) NTIRE 2026 Challenge on Bitstream-Corrupted Video Restoration: Meth- ods and Results

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T21:45:18.753421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

source=pdf_text observed=2026-05-10T15:30:26.688179Z digest=sha256:08b9fb2991640d95f1887588992082d9da8d86c3a35b3ce6c26cf2699002e3ca

Pith citing papers

No inbound Pith citation observations are available.