NTIRE 2025 Image Shadow Removal Challenge Report | Paper Citation Record

Observation de77af84-c88d-4535-a265-6be8fe6af44a · outbound

This paper cites Kolmogorov-arnold networks in transformer attention for low-light image en- hancement.

NTIRE 2025 Image Shadow Removal Challenge Report Kolmogorov-arnold networks in transformer attention for low-light image en- hancement

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T23:57:57.573310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aea50e0d-1d75-4221-879a-d8b3bcdbf95b · outbound

This paper cites LYT-NET: Lightweight YUV Transformer-based Network for Low-light Image Enhancement.

NTIRE 2025 Image Shadow Removal Challenge Report LYT-NET: Lightweight YUV Transformer-based Network for Low-light Image Enhancement

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:57:57.952307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c6ec1086-efae-4de1-b257-73eeed79282b · outbound

This paper cites Enhancing low-light images with kolmogorov–arnold networks in transformer attention.

NTIRE 2025 Image Shadow Removal Challenge Report Enhancing low-light images with kolmogorov–arnold networks in transformer attention

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T23:57:57.580330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07a9d234-c057-413d-8c5e-229c8cd110ec · outbound

This paper cites Retinexformer: One-stage retinex- based transformer for low-light image enhancement.

NTIRE 2025 Image Shadow Removal Challenge Report Retinexformer: One-stage retinex- based transformer for low-light image enhancement

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T23:57:57.583337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94bb2766-2adb-4e83-bc2e-4a901c540f53 · outbound

This paper cites Transunet: Rethinking the u-net archi- tecture design for medical image segmentation through the lens of transformers.Medical Image Analysis, page 103280,.

NTIRE 2025 Image Shadow Removal Challenge Report Transunet: Rethinking the u-net archi- tecture design for medical image segmentation through the lens of transformers.Medical Image Analysis, page 103280,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T23:57:57.586193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97cf1920-19b1-4847-872b-af751f5b43c1 · outbound

This paper cites Simple Baselines for Image Restoration.

NTIRE 2025 Image Shadow Removal Challenge Report Simple Baselines for Image Restoration

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T23:57:57.588913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecbc3dce-1772-47e6-b112-032675bb8ebf · outbound

This paper cites Frequency-aware feature fusion for dense image prediction.IEEE Transactions on Pattern Anal- ysis and Machine Intelligence, 46(12):10763–10780, 2024.

NTIRE 2025 Image Shadow Removal Challenge Report Frequency-aware feature fusion for dense image prediction.IEEE Transactions on Pattern Anal- ysis and Machine Intelligence, 46(12):10763–10780, 2024

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T23:57:57.592106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6120be4-1019-4d5c-a2a2-67d6fa92bb80 · outbound

This paper cites NTIRE 2025 challenge on image super-resolution (×4): Methods and results.

NTIRE 2025 Image Shadow Removal Challenge Report NTIRE 2025 challenge on image super-resolution (×4): Methods and results

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T23:57:57.595292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efe8bbd0-29d2-4516-9a0f-f53e0f013124 · outbound

This paper cites NTIRE 2025 challenge on real-world face restoration: Methods and results.

NTIRE 2025 Image Shadow Removal Challenge Report NTIRE 2025 challenge on real-world face restoration: Methods and results

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.680281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f4f348af-1708-4c6d-8f91-d37f920a4cca · outbound

This paper cites NTIRE 2025 challenge on raw image restoration and super-resolution.

NTIRE 2025 Image Shadow Removal Challenge Report NTIRE 2025 challenge on raw image restoration and super-resolution

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.671353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 26b05cd7-4470-4cfa-9f2f-6a9717bae7f0 · outbound

This paper cites Raw image reconstruc- tion from RGB on smartphones.

NTIRE 2025 Image Shadow Removal Challenge Report Raw image reconstruc- tion from RGB on smartphones

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.662256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8ff901c2-2cec-4f24-827e-8e5719054f11 · outbound

This paper cites Diffusion schr¨odinger bridge with applications to score-based generative modeling.Advances in Neural In- formation Processing Systems, 34:17695–17709, 2021.

NTIRE 2025 Image Shadow Removal Challenge Report Diffusion schr¨odinger bridge with applications to score-based generative modeling.Advances in Neural In- formation Processing Systems, 34:17695–17709, 2021

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.652794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cdc3ef20-5dcb-46c1-999e-463560ef4572 · outbound

This paper cites Imagenet: A large-scale hierarchical image database.

NTIRE 2025 Image Shadow Removal Challenge Report Imagenet: A large-scale hierarchical image database

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T23:57:57.609384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 694b3c7c-6f5d-482d-8004-a875d5c9d834 · outbound

This paper cites Optimal Transport losses and Sinkhorn algorithm with general convex regularization.

NTIRE 2025 Image Shadow Removal Challenge Report Optimal Transport losses and Sinkhorn algorithm with general convex regularization

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T23:57:57.612044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbd5be75-94de-48b9-9b21-ae9613af94f5 · outbound

This paper cites Argan: Attentive recurrent generative adversarial network for shadow detection and removal.

NTIRE 2025 Image Shadow Removal Challenge Report Argan: Attentive recurrent generative adversarial network for shadow detection and removal

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.637751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 41b59160-5e49-42ae-851f-b6185c36fd3f · outbound

This paper cites ShadowRefiner: Towards mask-free shadow removal via fast fourier transformer.

NTIRE 2025 Image Shadow Removal Challenge Report ShadowRefiner: Towards mask-free shadow removal via fast fourier transformer

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.629242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dc90ac3c-02d4-439f-8a71-1bd1b32f6c55 · outbound

This paper cites an unresolved cited work.

NTIRE 2025 Image Shadow Removal Challenge Report Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:57:58.620475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f653ad13-ec48-45ba-a2b5-06dcaf6c5f9b · outbound

This paper cites NTIRE 2025 challenge on night photography rendering.

NTIRE 2025 Image Shadow Removal Challenge Report NTIRE 2025 challenge on night photography rendering

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.611429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 71e26e42-84eb-4394-995d-aa78e411c3c8 · outbound

This paper cites Entropy minimization for shadow removal.International Journal of Computer Vision, 85(1):35–57, 2009.

NTIRE 2025 Image Shadow Removal Challenge Report Entropy minimization for shadow removal.International Journal of Computer Vision, 85(1):35–57, 2009

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.602182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9317266d-3801-4fd6-8d1a-1fd2fe3721af · outbound

This paper cites Removing shadows from images.

NTIRE 2025 Image Shadow Removal Challenge Report Removing shadows from images

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.593726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2b1b86f6-0a9c-4d32-9af0-a44dff0f2add · outbound

This paper cites Dw-gan: A discrete wavelet transform gan for nonho- mogeneous dehazing.

NTIRE 2025 Image Shadow Removal Challenge Report Dw-gan: A discrete wavelet transform gan for nonho- mogeneous dehazing

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.584596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 46dffca1-5a53-4a9e-9b2f-22402b7ee031 · outbound

This paper cites NTIRE 2025 challenge on cross-domain few-shot object detection: Methods and results.

NTIRE 2025 Image Shadow Removal Challenge Report NTIRE 2025 challenge on cross-domain few-shot object detection: Methods and results

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.575092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0f00f95d-67e4-4833-97b0-2c01bac6e5be · outbound

This paper cites an unresolved cited work.

NTIRE 2025 Image Shadow Removal Challenge Report Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:57:58.565747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1f7abff1-50c1-4724-ad98-8e3d45b9ec03 · outbound

This paper cites ShadowFormer: Global Context Helps Image Shadow Removal.

NTIRE 2025 Image Shadow Removal Challenge Report ShadowFormer: Global Context Helps Image Shadow Removal

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T23:57:57.641155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c633bb82-8384-46df-82c0-eed524498fbf · outbound

This paper cites Shadowd- iffusion: When degradation prior meets diffusion model for shadow removal.

NTIRE 2025 Image Shadow Removal Challenge Report Shadowd- iffusion: When degradation prior meets diffusion model for shadow removal

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.556672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 300af6b2-d4ee-40c2-80a6-ea33978f5d17 · outbound

This paper cites NTIRE 2025 challenge on text to image generation model quality assess- ment.

NTIRE 2025 Image Shadow Removal Challenge Report NTIRE 2025 challenge on text to image generation model quality assess- ment

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.547734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 293f6dc2-e5b4-47a1-8786-5224a9a0aff3 · outbound

This paper cites Masked autoencoders are scalable vision learners, 2021.

NTIRE 2025 Image Shadow Removal Challenge Report Masked autoencoders are scalable vision learners, 2021

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.538603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c7f1e237-9b43-40e0-ac38-4297cecdaedf · outbound

This paper cites Denoising dif- fusion probabilistic models.Advances in neural information processing systems, 33:6840–6851, 2020.

NTIRE 2025 Image Shadow Removal Challenge Report Denoising dif- fusion probabilistic models.Advances in neural information processing systems, 33:6840–6851, 2020

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T23:57:57.652693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 478b3e20-4a32-4c60-96ad-4b941dc1db9d · outbound

This paper cites ShadowHack: Hacking Shadows via Luminance-Color Divide and Conquer.

NTIRE 2025 Image Shadow Removal Challenge Report ShadowHack: Hacking Shadows via Luminance-Color Divide and Conquer

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:57:57.911058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f5e0527d-9062-4fa8-85ec-1d5206fdaeed · outbound

This paper cites Mask-ShadowGAN: Learning to remove shadows from unpaired data.

NTIRE 2025 Image Shadow Removal Challenge Report Mask-ShadowGAN: Learning to remove shadows from unpaired data

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.523983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 11220d01-3189-40ac-bce9-371eff9c03c4 · outbound

This paper cites Image-to-image translation with conditional adver- sarial networks.

NTIRE 2025 Image Shadow Removal Challenge Report Image-to-image translation with conditional adver- sarial networks

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T23:57:57.662362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b29f44be-4d9a-4b69-a311-65139ecd0883 · outbound

This paper cites NTIRE 2025 challenge on video quality enhancement for video con- ferencing: Datasets, methods and results.

NTIRE 2025 Image Shadow Removal Challenge Report NTIRE 2025 challenge on video quality enhancement for video con- ferencing: Datasets, methods and results

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.508115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2b4e3705-a597-41c7-a9c9-188f72368305 · outbound

This paper cites Dc- shadownet: Single-image hard and soft shadow removal using unsupervised domain-classifier guided network.

NTIRE 2025 Image Shadow Removal Challenge Report Dc- shadownet: Single-image hard and soft shadow removal using unsupervised domain-classifier guided network

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.498726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 58e9432d-5a35-4454-8ace-59bfd7306913 · outbound

This paper cites Des3: Adaptive attention-driven self and soft shadow removal using vit similarity.

NTIRE 2025 Image Shadow Removal Challenge Report Des3: Adaptive attention-driven self and soft shadow removal using vit similarity

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.489776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4a25d382-7b78-474f-9f18-5d1e01459d73 · outbound

This paper cites an unresolved cited work.

NTIRE 2025 Image Shadow Removal Challenge Report Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:57:58.481276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 76851946-79fb-4a74-a3e2-0d4f53f4d4fa · outbound

This paper cites The retinex theory of color vision.Scientific american, 237(6):108–129, 1977.

NTIRE 2025 Image Shadow Removal Challenge Report The retinex theory of color vision.Scientific american, 237(6):108–129, 1977

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.472407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6c857422-b3b2-4ffb-bd44-f56377a074f1 · outbound

This paper cites Shadow removal via shadow image decomposition.

NTIRE 2025 Image Shadow Removal Challenge Report Shadow removal via shadow image decomposition

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.462083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9620b5f6-35de-428f-ab6f-d88ab9bc0187 · outbound

This paper cites From shadow segmentation to shadow removal.

NTIRE 2025 Image Shadow Removal Challenge Report From shadow segmentation to shadow removal

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.452621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7ff5d7c1-2212-4c72-8089-e5245736266a · outbound

This paper cites Physics-based shadow im- age decomposition for shadow removal.IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(12):9088– 9101, 2021.

NTIRE 2025 Image Shadow Removal Challenge Report Physics-based shadow im- age decomposition for shadow removal.IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(12):9088– 9101, 2021

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.442714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2bcd771f-a8ec-42b1-85c7-ca6c55620886 · outbound

This paper cites NTIRE 2025 challenge on efficient burst hdr and restoration: Datasets, methods, and results.

NTIRE 2025 Image Shadow Removal Challenge Report NTIRE 2025 challenge on efficient burst hdr and restoration: Datasets, methods, and results

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.432598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4e8a2dd9-a673-4164-9c62-5a2b7fb66f27 · outbound

This paper cites NTIRE 2025 challenge on day and night raindrop removal for dual-focused images: Methods and results.

NTIRE 2025 Image Shadow Removal Challenge Report NTIRE 2025 challenge on day and night raindrop removal for dual-focused images: Methods and results

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.421660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1247480f-8f53-462d-930e-a4813ac259a0 · outbound

This paper cites NTIRE 2025 challenge on short-form ugc video quality assessment and enhancement: Kwaisr dataset and study.

NTIRE 2025 Image Shadow Removal Challenge Report NTIRE 2025 challenge on short-form ugc video quality assessment and enhancement: Kwaisr dataset and study

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T23:57:57.694526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01b01e24-5be3-4e51-a334-98e8dd25ffcf · outbound

This paper cites NTIRE 2025 challenge on short-form ugc video quality assessment and enhancement: Methods and results.

NTIRE 2025 Image Shadow Removal Challenge Report NTIRE 2025 challenge on short-form ugc video quality assessment and enhancement: Methods and results

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.404600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4977e55b-e164-486d-86ac-05892593fe3a · outbound

This paper cites NTIRE 2025 the 2nd restore any image model (RAIM) in the wild challenge.

NTIRE 2025 Image Shadow Removal Challenge Report NTIRE 2025 the 2nd restore any image model (RAIM) in the wild challenge

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.394646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d3729303-bef8-43c8-8e4d-d74dbb3c7123 · outbound

This paper cites NTIRE 2025 XGC quality assessment chal- lenge: Methods and results.

NTIRE 2025 Image Shadow Removal Challenge Report NTIRE 2025 XGC quality assessment chal- lenge: Methods and results

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.385111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6ad88110-48d7-45c7-9b94-8041ebb63ae0 · outbound

This paper cites NTIRE 2024 challenge on low light im- age enhancement: Methods and results.

NTIRE 2025 Image Shadow Removal Challenge Report NTIRE 2024 challenge on low light im- age enhancement: Methods and results

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.375506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 22e6bfc8-42be-4760-8651-be450a0dbb66 · outbound

This paper cites NTIRE 2025 challenge on low light image enhancement: Methods and results.

NTIRE 2025 Image Shadow Removal Challenge Report NTIRE 2025 challenge on low light image enhancement: Methods and results

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.365697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bfaced45-c6a5-4fcf-aaaf-41ab3efa6e33 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.

NTIRE 2025 Image Shadow Removal Challenge Report Swin transformer: Hierarchical vision transformer using shifted windows

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T23:57:57.710957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a88e110-b494-499b-a9ee-19e33b4d7edd · outbound

This paper cites A convnet for the 2020s.

NTIRE 2025 Image Shadow Removal Challenge Report A convnet for the 2020s

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.350956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5290fe33-2648-4f6e-a429-64c39c6f89fd · outbound

This paper cites Codalab competitions: An open source platform to organize scientific challenges.Technical report, 2022.

NTIRE 2025 Image Shadow Removal Challenge Report Codalab competitions: An open source platform to organize scientific challenges.Technical report, 2022

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.342754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e1600391-fcfa-413c-8178-764fe16a305d · outbound

This paper cites Film: Visual reasoning with a general conditioning layer.

NTIRE 2025 Image Shadow Removal Challenge Report Film: Visual reasoning with a general conditioning layer

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.333879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7825cd6a-3d8e-4b10-a065-7985d6f7a1a3 · outbound

This paper cites an unresolved cited work.

NTIRE 2025 Image Shadow Removal Challenge Report Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:57:58.325273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dbdf9c3d-1490-44f2-90d3-70ab0ac58a26 · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

NTIRE 2025 Image Shadow Removal Challenge Report SAM 2: Segment Anything in Images and Videos

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T23:57:57.725134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90ec8df5-676d-4be5-aa29-2b38f230d547 · outbound

This paper cites The tenth NTIRE 2025 efficient super- resolution challenge report.

NTIRE 2025 Image Shadow Removal Challenge Report The tenth NTIRE 2025 efficient super- resolution challenge report

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.317080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 42b4f7ec-d144-4cf2-982f-a310739b1422 · outbound

This paper cites U- net: Convolutional networks for biomedical image segmen- tation.

NTIRE 2025 Image Shadow Removal Challenge Report U- net: Convolutional networks for biomedical image segmen- tation

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.308441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 33200981-7511-4315-8fa6-d65722c1ecd6 · outbound

This paper cites NTIRE 2025 challenge on UGC video enhancement: Meth- ods and results.

NTIRE 2025 Image Shadow Removal Challenge Report NTIRE 2025 challenge on UGC video enhancement: Meth- ods and results

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.300132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 34eed530-f77c-4d3f-98e1-802042c1b0ca · outbound

This paper cites The shadow meets the mask: Pyramid-based shadow removal.Computer Graphics Forum, 27(2):577–586, Apr.

NTIRE 2025 Image Shadow Removal Challenge Report The shadow meets the mask: Pyramid-based shadow removal.Computer Graphics Forum, 27(2):577–586, Apr

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.185988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a12d617e-7f60-4182-9dda-05e080ba5f37 · outbound

This paper cites NTIRE 2025 challenge on event-based image deblurring: Methods and results.

NTIRE 2025 Image Shadow Removal Challenge Report NTIRE 2025 challenge on event-based image deblurring: Methods and results

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.176953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 565ce777-0f6e-4673-9eae-c71248344ef7 · outbound

This paper cites The tenth ntire 2025 image denoising challenge report.

NTIRE 2025 Image Shadow Removal Challenge Report The tenth ntire 2025 image denoising challenge report

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.167585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 61f07310-56bd-473b-aabb-156c3502ac1a · outbound

This paper cites Restoring images in adverse weather condi- tions via histogram transformer.

NTIRE 2025 Image Shadow Removal Challenge Report Restoring images in adverse weather condi- tions via histogram transformer

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.158354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3e06298a-630d-44ff-97a5-02b78ba3340d · outbound

This paper cites Shadow removal with paired and un- paired learning.

NTIRE 2025 Image Shadow Removal Challenge Report Shadow removal with paired and un- paired learning

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.149638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0a873ff0-ae6e-4dd2-b9b9-73447522a9e4 · outbound

This paper cites Wsrd: A novel benchmark for high resolution image shadow removal.

NTIRE 2025 Image Shadow Removal Challenge Report Wsrd: A novel benchmark for high resolution image shadow removal

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.140930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 02e8d750-5336-4a19-ac03-ab4b53891d44 · outbound

This paper cites Ntire 2023 im- age shadow removal challenge report.

NTIRE 2025 Image Shadow Removal Challenge Report Ntire 2023 im- age shadow removal challenge report

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.130799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4dbbbd63-7160-4a41-9a2e-3aad6f7488d8 · outbound

This paper cites Towards Image Ambient Lighting Normalization.

NTIRE 2025 Image Shadow Removal Challenge Report Towards Image Ambient Lighting Normalization

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-06T23:57:57.755430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d3aa891-6702-4ab3-97fc-7be2f5a062c5 · outbound

This paper cites an unresolved cited work.

NTIRE 2025 Image Shadow Removal Challenge Report Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:57:58.120120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9d3ea23d-7d7c-4ac0-b9fd-1c3d4cfe4883 · outbound

This paper cites NTIRE 2025 ambi- ent lighting normalization challenge.

NTIRE 2025 Image Shadow Removal Challenge Report NTIRE 2025 ambi- ent lighting normalization challenge

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.110782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9f7f0d9e-9b7f-484e-a24e-e6b522526b35 · outbound

This paper cites an unresolved cited work.

NTIRE 2025 Image Shadow Removal Challenge Report Unresolved cited work

Reference 67

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:57:58.101976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5bbbca06-8811-494e-8ff4-8e2536c0a7e6 · outbound

This paper cites Stacked conditional generative adversarial networks for jointly learning shadow detection and shadow removal.

NTIRE 2025 Image Shadow Removal Challenge Report Stacked conditional generative adversarial networks for jointly learning shadow detection and shadow removal

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.093416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c4e3de68-2309-414c-baec-bf3764fa3008 · outbound

This paper cites NTIRE 2025 challenge on light field image super-resolution: Methods and results.

NTIRE 2025 Image Shadow Removal Challenge Report NTIRE 2025 challenge on light field image super-resolution: Methods and results

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.084470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cfeee3f1-e757-4f99-af91-7b62d3a021cb · outbound

This paper cites Image quality assessment: from error visibility to structural similarity.IEEE transactions on image processing, 13(4):600–612, 2004.

NTIRE 2025 Image Shadow Removal Challenge Report Image quality assessment: from error visibility to structural similarity.IEEE transactions on image processing, 13(4):600–612, 2004

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-06T23:57:57.772501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1fac4d9-45f5-4c74-af31-5b26bb4a1fd1 · outbound

This paper cites Brown, and Heung-Yeung Shum.

NTIRE 2025 Image Shadow Removal Challenge Report Brown, and Heung-Yeung Shum

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.069388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 90a52f7a-baff-4f5b-90de-50cc2849fa53 · outbound

This paper cites OmniSR: Shadow Removal under Direct and Indirect Lighting.

NTIRE 2025 Image Shadow Removal Challenge Report OmniSR: Shadow Removal under Direct and Indirect Lighting

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-06T23:57:57.777724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fa7d870-a86e-4e5e-b21a-c34db90269bb · outbound

This paper cites NTIRE 2025 challenge on single image reflection removal in the wild: Datasets, methods and results.

NTIRE 2025 Image Shadow Removal Challenge Report NTIRE 2025 challenge on single image reflection removal in the wild: Datasets, methods and results

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.059822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eea48fce-7f35-4000-b5a2-aed3a0959e28 · outbound

This paper cites Towards efficient and scale-robust ultra- high-definition image demoir ´eing.

NTIRE 2025 Image Shadow Removal Challenge Report Towards efficient and scale-robust ultra- high-definition image demoir ´eing

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.050987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 366e42a0-724e-460c-92f1-10330546d8bd · outbound

This paper cites NTIRE 2025 challenge on hr depth from images of specular and transparent surfaces.

NTIRE 2025 Image Shadow Removal Challenge Report NTIRE 2025 challenge on hr depth from images of specular and transparent surfaces

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.042159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 692f3efc-831d-4b5a-8249-1c576257d382 · outbound

This paper cites Restormer: Efficient transformer for high-resolution image restoration.

NTIRE 2025 Image Shadow Removal Challenge Report Restormer: Efficient transformer for high-resolution image restoration

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.033524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b792882d-35b4-4529-9480-e72226375416 · outbound

This paper cites Rgb ↔x: Image decomposition and syn- thesis using material- and lighting-aware diffusion mod- els.

NTIRE 2025 Image Shadow Removal Challenge Report Rgb ↔x: Image decomposition and syn- thesis using material- and lighting-aware diffusion mod- els

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.024871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 47a5f10a-950b-4a45-8f08-299a1c06268a · outbound

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

NTIRE 2025 Image Shadow Removal Challenge Report The unreasonable effectiveness of deep features as a perceptual metric

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-06T23:57:57.793287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b49753a0-2ae0-41b6-acf0-d4c4e329cc84 · outbound

This paper cites Spa- former: Transformer image shadow detection and removal via spatial attention.arXiv e-prints, pages arXiv–2206, 2022.

NTIRE 2025 Image Shadow Removal Challenge Report Spa- former: Transformer image shadow detection and removal via spatial attention.arXiv e-prints, pages arXiv–2206, 2022

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:58.008970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e9b154b6-0c5d-4458-beac-bb2bf0853157 · outbound

This paper cites LITA-GS: Illumination-Agnostic Novel View Synthesis via Reference-Free 3D Gaussian Splatting and Physical Priors.

NTIRE 2025 Image Shadow Removal Challenge Report LITA-GS: Illumination-Agnostic Novel View Synthesis via Reference-Free 3D Gaussian Splatting and Physical Priors

Reference 80

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:57:57.868476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 76e06a23-8f0d-49ec-8118-32543dc427fd · outbound

This paper cites Glare: Low light image enhancement via generative latent feature based codebook retrieval.

NTIRE 2025 Image Shadow Removal Challenge Report Glare: Low light image enhancement via generative latent feature based codebook retrieval

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:57.999699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5ac009eb-fa5e-414f-bb97-858080a1125a · outbound

This paper cites Low-Light Image Enhancement via Generative Perceptual Priors.

NTIRE 2025 Image Shadow Removal Challenge Report Low-Light Image Enhancement via Generative Perceptual Priors

Reference 82

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:57:57.853519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e01907a9-40d1-40bb-a898-e1238766bb79 · outbound

This paper cites Breaking through the haze: An advanced non-homogeneous dehazing method based on fast fourier convolution and convnext.

NTIRE 2025 Image Shadow Removal Challenge Report Breaking through the haze: An advanced non-homogeneous dehazing method based on fast fourier convolution and convnext

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:57.990402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0588cb76-b900-499b-a4b3-135bbebc9d5f · outbound

This paper cites Srformer: Permuted self-attention for single image super-resolution.

NTIRE 2025 Image Shadow Removal Challenge Report Srformer: Permuted self-attention for single image super-resolution

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:57.981651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 379b6f88-a704-447a-8d69-ed8e648d23bb · outbound

This paper cites Hue guidance network for single image reflection removal.IEEE Transactions on Neural Net- works and Learning Systems, 35(10):13701–13712, 2024.

NTIRE 2025 Image Shadow Removal Challenge Report Hue guidance network for single image reflection removal.IEEE Transactions on Neural Net- works and Learning Systems, 35(10):13701–13712, 2024

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:57.972131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5f2dd838-3121-48af-8da6-b7b8c15935a5 · outbound

This paper cites En- hanced coarse-to-fine network for image restoration from under-display cameras.

NTIRE 2025 Image Shadow Removal Challenge Report En- hanced coarse-to-fine network for image restoration from under-display cameras

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:57:57.962813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers