Pith. sign in

Paper Citation Record · LEDGER

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results

As of 20 August 2026, this Paper Citation Record lists 100 of 127 outbound references and 0 inbound Pith citation observations for arXiv:2504.12711.

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

pith.paper-citation-record.v1
2504.12711 v2

Coverage vector

measured 100 of 127 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:31:49.117813Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

100 of 127 outbound references displayed

  • verified exact3
  • verified fuzzy29
  • unresolved68
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ab4b1336-f135-4e55-9a83-6899736e2499 · outbound

This paper cites Ntire 2017 challenge on single image super-resolution: Dataset and study.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Ntire 2017 challenge on single image super-resolution: Dataset and study

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.671844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.671844Z digest=sha256:b22b852027559bd6a822c1e5b098383c76840aea8d7e232b9d7cb3570bba3c0b

Observation ac42e129-f25a-435e-aea1-14cafea840ee · outbound

This paper cites Flol: Fast baselines for real-world low-light en- hancement.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Flol: Fast baselines for real-world low-light en- hancement

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.677034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.677034Z digest=sha256:4860a2e82fa09796d5cb068e17b40ae73639aa7700d2b768553463cc8e9c47cb

Observation 57112770-951c-42d7-967c-b1fabce4c3f6 · outbound

This paper cites Global context networks.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Global context networks

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.681757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.681757Z digest=sha256:0416bc1bfa22c1adee7cc7a199c4c36ae0e28a994f39fa824b20b9744d1acd88

Observation 10013368-d8ca-48ba-8b32-ee8bd343885a · outbound

This paper cites Basicvsr: The search for essential com- ponents in video super-resolution and beyond.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Basicvsr: The search for essential com- ponents in video super-resolution and beyond

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.686420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.686420Z digest=sha256:05f05e036f1b47d256e7b33ec31bc7d3504e67a3218038dbe234da0341398093

Observation 9c1cd0a6-fd8e-49df-ba06-eea551e41314 · outbound

This paper cites Uav-rain1k: A benchmark for raindrop removal from uav aerial imagery.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Uav-rain1k: A benchmark for raindrop removal from uav aerial imagery

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.690991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.690991Z digest=sha256:32b42f5d1b63945007c99dedf597c192a8bf403365dc117f63686ecd82c4a218

Observation fe345d1e-b2b5-45f5-a91f-f6b848b5d043 · outbound

This paper cites Pre-trained image processing transformer.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Pre-trained image processing transformer

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.695720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.695720Z digest=sha256:3bca0a1e60a5ee2e033daf133a587f400aff88824c455f1d3ce2dab57b80a914

Observation 22785a97-ee45-4917-bdaf-e48a1d7b6193 · outbound

This paper cites Rethinking multi-scale representations in deep deraining transformer.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Rethinking multi-scale representations in deep deraining transformer

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.700454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.700454Z digest=sha256:a50df9022ec93fea678b87b63f81d6a37d31bc462cea506eceb61bb018760db6

Observation ea0a9955-46af-4cf0-be40-f5b49a574b39 · outbound

This paper cites Rethinking multi-scale representations in deep deraining transformer.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Rethinking multi-scale representations in deep deraining transformer

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.704878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.704878Z digest=sha256:6e791c85c1ce7e8e9d6eade7c071feebd1fbad0e6d741e8966ee39f6151fc15e

Observation 6739c421-4a59-4c05-8cf8-512a557a3478 · outbound

This paper cites Simple baselines for image restoration.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Simple baselines for image restoration

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.709865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.709865Z digest=sha256:cdc862bd9c0ee1d5a90bd7668e6e9debe10ad6be5e14bd8c7b7b9e77159c8cf1

Observation e7aa17b3-9ece-4092-bf45-e8c0c8bfadfd · outbound

This paper cites Simple baselines for image restoration.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Simple baselines for image restoration

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.714080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.714080Z digest=sha256:53a8924e7abb0f1df6b3f7977311eb8349183bf4a0db224cbb6115eaac8d19d0

Observation 29684673-dfe7-4335-b34c-d5b189aa1207 · outbound

This paper cites Sparse sampling transformer with uncertainty- driven ranking for unified removal of raindrops and rain streaks.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Sparse sampling transformer with uncertainty- driven ranking for unified removal of raindrops and rain streaks

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.718750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.718750Z digest=sha256:872bdc56e77c4e636f2a335b770d67daaf7eca20b3ca495f57c550e525290d46

Observation f8ea48a3-9533-4f61-9759-85d2aa9a9d83 · outbound

This paper cites Teaching tailored to talent: Adverse weather restoration via prompt pool and depth-anything constraint.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Teaching tailored to talent: Adverse weather restoration via prompt pool and depth-anything constraint

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.723186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.723186Z digest=sha256:fc08c0afcc3450796c0708fba0cd319097324e657bf431a5643f1807ad1bac90

Observation 812aad55-86e0-46f9-83dd-5237b12790de · outbound

This paper cites Teaching tailored to talent: Adverse weather restoration via prompt pool and depth-anything constraint.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Teaching tailored to talent: Adverse weather restoration via prompt pool and depth-anything constraint

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.727691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.727691Z digest=sha256:474b362a42d158efd208a2c2c19e1e6a0a5fae0a0c17d014e6bd9cc3d17aaaad

Observation b94e3545-2bad-4199-8fd8-322f749916e6 · outbound

This paper cites Dual-rain: Video rain removal using assertive and gentle teachers.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Dual-rain: Video rain removal using assertive and gentle teachers

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.732259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.732259Z digest=sha256:81071c15057801add2d82a71c5d5c548e7b314ab04db8abe52ba97baecf7ad86

Observation 4d50fde5-1a02-40a3-acf4-bb8d7cdee176 · outbound

This paper cites Towards Unified Deep Image Deraining: A Survey and A New Benchmark.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Towards Unified Deep Image Deraining: A Survey and A New Benchmark

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-16T12:31:49.612313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:48.736693Z digest=sha256:600a77403729c41321078baad4e89ebf5861ce00d24a02e8bba2f3bfe6c590dc

Observation 205a1db5-6cfc-4640-b3e1-2311f5f801ce · outbound

This paper cites Activating more pixels in image super- resolution transformer.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Activating more pixels in image super- resolution transformer

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.741284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.741284Z digest=sha256:80657cb969e7e6ba6af0317d08ceb5957568d6eb1bbc6934d521017c539c492a

Observation c223f7c1-46ae-469e-83c5-f8c757367c84 · outbound

This paper cites A comparative study of image restoration networks for general backbone network design.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results A comparative study of image restoration networks for general backbone network design

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.745583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.745583Z digest=sha256:68b6c0feb2af8fd72d8c07c53f37d699c5359936513a00b08ad2522fdfaf117a

Observation b7a5d6d2-14f7-46c1-aec0-7c0e65ec6072 · outbound

This paper cites Bidirec- tional multi-scale implicit neural representations for image deraining.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Bidirec- tional multi-scale implicit neural representations for image deraining

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.749948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.749948Z digest=sha256:43d1d81349e90154a2d5f448bd981e6476b2ca02b7a7ed159f4d72aea2128e42

Observation 0d4622ee-f887-4abe-9a98-1b8ff20ff86b · outbound

This paper cites Ntire 2024 challenge on im- age super-resolution (x4): Methods and results.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Ntire 2024 challenge on im- age super-resolution (x4): Methods and results

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.754561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.754561Z digest=sha256:476563380050cd17c16305c158ee163b99cfb2f8ba35eebda21b1bc3cdb02ebc

Observation a5668713-72c0-47b5-ba86-1012bb9e8b8f · outbound

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

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results NTIRE 2025 challenge on image super-resolution (×4): Methods and results

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.759027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.759027Z digest=sha256:d16f04a4ecf03de6b69440264d053335aac3781ddf6bfb39f7912f5c0eea8b53

Observation bca48c69-a4ae-4a14-b9de-690dfb1fc4c6 · outbound

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

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results NTIRE 2025 challenge on real-world face restoration: Methods and results

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.763723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.763723Z digest=sha256:1bf0e0648c01ae244fd13f9badb27fd3664e4eb108cad9250ad8fb693bc45078

Observation c0db78c0-9493-4da3-8d41-d91b55de28c3 · outbound

This paper cites Improving image restoration by revisiting global informa- tion aggregation.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Improving image restoration by revisiting global informa- tion aggregation

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.768095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.768095Z digest=sha256:643e56eadeefd6afdb0cc00f2c28088a4c88dd35b3cefd0c71101559706a9e0e

Observation 571e1c07-1359-4984-9c8c-b211d69fdd6b · outbound

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

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results NTIRE 2025 challenge on raw image restoration and super-resolution

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.772486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.772486Z digest=sha256:4373d4ea7b327773f94004ca65a6e93f0aa148d6088617e4e6698f394fba8dff

Observation f60136a7-fe47-4387-a355-42d3928c92c9 · outbound

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

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Raw image reconstruc- tion from RGB on smartphones

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.776829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.776829Z digest=sha256:5a840d44d7f71edce06fe64c374527f240d1ba8939a4072b09de6285deca2200

Observation a272844b-762e-45ad-9d56-371932984180 · outbound

This paper cites NTIRE 2025 challenge on night photography rendering.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results NTIRE 2025 challenge on night photography rendering

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.781047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.781047Z digest=sha256:5a01ea050f7963a878bb9b93f93ec069e968a5d1803020990150d4cf7300db5e

Observation a2964206-5743-4d80-9168-1da68f24af8e · outbound

This paper cites Darkir: Robust low-light image restoration.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Darkir: Robust low-light image restoration

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.785436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.785436Z digest=sha256:f708e52732d6e571cd641a97b67f545459d1bd6cd9eef04363990150e3ec2f14

Observation 4038e465-e240-465e-a9a4-8865fe36c6f9 · outbound

This paper cites Angelopoulos, and Ion Sto- ica.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Angelopoulos, and Ion Sto- ica

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.790002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.790002Z digest=sha256:ce367f46d189b941914f11796890416ebe310e00a404ca95e507a76f91244c44

Observation d05df6d6-161a-4ee0-b714-b7221734fe69 · outbound

This paper cites Removing rain from single images via a deep detail network.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Removing rain from single images via a deep detail network

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.794132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.794132Z digest=sha256:96de16bb6642f97e5ca9361ca577edb05a5f9d35e8d228517b580f326221b6d6

Observation 2197a009-e375-4a76-8b02-d8634b3374bf · outbound

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

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results NTIRE 2025 challenge on cross-domain few-shot object detection: Methods and results

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.798557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.798557Z digest=sha256:e0be37c490de66369061061e36c3cb0d0313c0f9836f5df51acec06d9b14133c

Observation 54d2889e-bd64-4e72-b537-8844159ae11b · outbound

This paper cites Ef- ficient frequency-domain image deraining with contrastive regularization.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Ef- ficient frequency-domain image deraining with contrastive regularization

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.803304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.803304Z digest=sha256:31839245b0c6ee8bf623435a5eafe2c303c6c4cd504b0a1e9f739a05bac206c0

Observation 88930340-6dae-44e3-90c9-95d3c92d63d6 · outbound

This paper cites From sky to the ground: A large-scale bench- mark and simple baseline towards real rain removal.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results From sky to the ground: A large-scale bench- mark and simple baseline towards real rain removal

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.807486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.807486Z digest=sha256:b7bd40dfe4695c6be0729a2a74729035a86f308bd6fcf71d35fb668df5615cba

Observation fa5393f5-6181-4c5f-b06b-b84b291fa2ec · outbound

This paper cites NTIRE 2025 challenge on text to image generation model qual- ity assessment.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results NTIRE 2025 challenge on text to image generation model qual- ity assessment

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.811794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.811794Z digest=sha256:6ba6afc1318bf2b472096aa453a949d36ea3ad568e99d9c14b63d578fed0c7d0

Observation b9d3be02-5986-4ef4-a105-915480169b9f · outbound

This paper cites Learning from synthetic photorealistic raindrop for sin- gle image raindrop removal.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Learning from synthetic photorealistic raindrop for sin- gle image raindrop removal

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.815906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.815906Z digest=sha256:5e5bda2c06259905e8ac9e3a5b527af2a2b1b0d57ba8250df5e0e3612e7a7990

Observation 0bfb9169-6331-4562-b8aa-1a1a7611a368 · outbound

This paper cites Depth-attentional features for single-image rain removal.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Depth-attentional features for single-image rain removal

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.820194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.820194Z digest=sha256:0fd5acd8fe7872955a7bdf078bf5ca4566e4e898417dfc383ac40bfe2afd857b

Observation 3411d2dd-7239-412e-bfa0-95264b319a09 · outbound

This paper cites Revivediff: A universal diffusion model for restoring images in adverse weather conditions.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Revivediff: A universal diffusion model for restoring images in adverse weather conditions

Reference 35

Resolution
verified exact
raw_fallback, observed 2026-08-16T12:31:49.535035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:48.824729Z digest=sha256:84ca814cb22361dd91a507d8f5ab9dc18c840906cc6bdd3d68c4b18532ae26ef

Observation 71d7adb8-df2c-4507-a691-17b8663c7ea0 · outbound

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

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results NTIRE 2025 challenge on video quality enhancement for video conferencing: Datasets, methods and results

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.829090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.829090Z digest=sha256:036528fce33a910ff37671e013957991ae032f740f6a97503b6c2f6113f170cc

Observation 5b22c0a9-89a9-4635-bdca-c7bdda661f65 · outbound

This paper cites Multi-scale progressive fusion network for single image deraining.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Multi-scale progressive fusion network for single image deraining

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.833411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.833411Z digest=sha256:89b6e2b0c28345a6178717847a0e2615a305740ba426f0fddb85773d0b11a7b2

Observation de09c1f8-d903-4dc2-891d-b947af679404 · outbound

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

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Dc- shadownet: Single-image hard and soft shadow removal using unsupervised domain-classifier guided network

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.837738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.837738Z digest=sha256:1543fcc3455f7dc331b9dfc12570a77fd81f7fc7392f874e69073bae2c95c324

Observation 800da6cc-48ec-46ec-8ddc-8f72b15c1ed9 · outbound

This paper cites Structure representation network and uncertainty feedback learning for dense non-uniform fog removal.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Structure representation network and uncertainty feedback learning for dense non-uniform fog removal

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.842088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.842088Z digest=sha256:81c56cbf50d01bd5654ad28127ca5d985ab82842c28d0d188f2c2de01e9c5384

Observation e6cbe20f-6bc2-4317-a178-85ff90356c0f · outbound

This paper cites Unsuper- vised night image enhancement: When layer decomposi- tion meets light-effects suppression.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Unsuper- vised night image enhancement: When layer decomposi- tion meets light-effects suppression

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.846283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.846283Z digest=sha256:cc2fcc712f4e6b52500abb2748a8ce2911cb4bd98ecba9673e28f568a6f2e578

Observation 28f1a630-53bb-47ca-b2e4-60b1d614dba8 · outbound

This paper cites Estimating reflectance layer from a single image: Integrat- ing reflectance guidance and shadow/specular aware learn- ing.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Estimating reflectance layer from a single image: Integrat- ing reflectance guidance and shadow/specular aware learn- ing

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.850445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.850445Z digest=sha256:e82f269a2aed5c29fb10464f1bcec3529284ee3b3f215c15908ae6bd4a7759dc

Observation 54e07257-e060-4bf4-967a-0dca9f3c5a3b · outbound

This paper cites Enhancing visibility in nighttime haze images using guided apsf and gradient adaptive convolu- tion.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Enhancing visibility in nighttime haze images using guided apsf and gradient adaptive convolu- tion

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.854725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.854725Z digest=sha256:25a3b767f0f8a141637d2575539f9bdb50724ea15570c6b006a26d19c86a29c1

Observation ac644021-a907-49f3-87c3-1aceb9abd8a4 · outbound

This paper cites Raindrop clarity: A dual-focused dataset for day and night raindrop removal.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Raindrop clarity: A dual-focused dataset for day and night raindrop removal

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.859210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.859210Z digest=sha256:49e6dbb6f823faf340eb6f41305f633b99b4d5bd8105b967bfdc46426879ff1b

Observation c04ae890-5da3-4d26-ab63-201e1d0df3c2 · outbound

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

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Des3: Adaptive attention-driven self and soft shadow removal using vit similarity

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.863494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.863494Z digest=sha256:8428f8705622200980711cbe32f919c26fdab152d722d066ed37e5a24164e175

Observation f69c1a6d-44dc-48fb-a0ff-b2408e9cdfa5 · outbound

This paper cites Perceptual losses for real-time style transfer and super-resolution.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Perceptual losses for real-time style transfer and super-resolution

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.867747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.867747Z digest=sha256:b40d9bc4773fec1ee2b325824b7879621150ed5b7afb32655789b0b1a8b2ef16

Observation 45625f00-6142-4223-b4b4-0df0b62961c8 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Adam: A Method for Stochastic Optimization

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.871908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.871908Z digest=sha256:f728f627b78c2f0e8fe394c36a937e4e21d9ab245eb1285a097ae4a9b47c9e4c

Observation 928761d8-f561-4ef3-8a63-9b8486d6e3d7 · outbound

This paper cites Efficient frequency domain-based trans- formers for high-quality image deblurring.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Efficient frequency domain-based trans- formers for high-quality image deblurring

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.876363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.876363Z digest=sha256:dbec9906d0a09a0007546acee33ddce53824bee1cf8709ef4219aab7a1c96c52

Observation 83298eca-edba-4a50-8c22-6abfbc1449fa · outbound

This paper cites Efficient frequency domain-based trans- formers for high-quality image deblurring.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Efficient frequency domain-based trans- formers for high-quality image deblurring

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.880485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.880485Z digest=sha256:d59aba2f606ead607a6fe12609b7d03987a28eb479b1729e33037b07bacfeb94

Observation 5d6ed5eb-20a2-4776-9282-e4cd26219690 · outbound

This paper cites Fast and accurate image super-resolution with deep laplacian pyramid networks.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Fast and accurate image super-resolution with deep laplacian pyramid networks

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.884604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.884604Z digest=sha256:d5c83160a851e0b68d00343d4853ad4a0f4df6f97804a8cede878448dc2dda7a

Observation 78ae082b-6e49-4378-8b34-5a684dec195e · outbound

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

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results NTIRE 2025 challenge on efficient burst hdr and restoration: Datasets, methods, and results

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.888802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.888802Z digest=sha256:cb8492e6e1d4e746d4883ba6ecdf22d820aaeeb5aa45f9ea37a1f77d80c2845c

Observation 88edbc3a-94a0-411f-85cd-7409f3667d39 · outbound

This paper cites Hst: Hierarchical swin transformer for com- pressed image super-resolution.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Hst: Hierarchical swin transformer for com- pressed image super-resolution

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.893201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.893201Z digest=sha256:880c8a87ac9b01a7a2aec50f955765d54824ebf38c417e86e3ca70410f6f2011

Observation 678464c8-def5-46d1-a71c-f8dfd086b238 · outbound

This paper cites Promptcir: blind compressed image restoration with prompt learning.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Promptcir: blind compressed image restoration with prompt learning

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.897404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.897404Z digest=sha256:27fe3eb94827c1c929f9c1b945b95ed0d0f9063721e14562e8c7af3d182d1fce

Observation 63298b5b-2621-415b-bade-47acab11ba92 · outbound

This paper cites Sed: Semantic-aware discriminator for image super-resolution.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Sed: Semantic-aware discriminator for image super-resolution

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.901874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.901874Z digest=sha256:0b69d8372d4b25caf55c1985f8ef2f34303a0013aae65f867cc32743d03476f1

Observation 327dec97-5ef8-4659-9630-d79868809e6c · outbound

This paper cites Hybrid Agents for Image Restoration.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Hybrid Agents for Image Restoration

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.906579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.906579Z digest=sha256:b4970f49fcab5f498974b3fcd4fc4ad2293455785790019895c422a55dd64c8a

Observation d1c3735b-01b4-49fc-bea6-8bcf45698e95 · outbound

This paper cites Heavy rain image restoration: Integrating physics model and conditional adversarial learning.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Heavy rain image restoration: Integrating physics model and conditional adversarial learning

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.545771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:48.911446Z digest=sha256:5d53fb4e7abfba9ee560bfa177275c0c2da1529533b5b6c360e3c0ac20dfa676

Observation 2f174d06-d6b9-4cb2-ad2d-fcad106b32d1 · outbound

This paper cites Single image deraining: A comprehensive bench- mark analysis.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Single image deraining: A comprehensive bench- mark analysis

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.530755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:48.915645Z digest=sha256:5d76b9ee33f6e694cd671ec4e89f4cb61367c48f1df7e40af332fb96f973f88d

Observation e6b2a35c-c678-41ca-8dbb-e639edadfbde · outbound

This paper cites Learning disentangled fea- ture representation for hybrid-distorted image restoration.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Learning disentangled fea- ture representation for hybrid-distorted image restoration

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.920092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.920092Z digest=sha256:cdf31738314ec38384c3a1c2058e66c3b2bb0c7579e78d0db0bbc6937b258162

Observation 58607bdb-6aef-4e75-9ab9-14d4e0a6b509 · outbound

This paper cites Learning distortion invariant representation for im- age restoration from a causality perspective.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Learning distortion invariant representation for im- age restoration from a causality perspective

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.507017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:48.924264Z digest=sha256:64cdf407d452d3b81029440f1de1f7ee1e35e1a5a716e37487608469ff99a9bc

Observation 1b63bf7d-b6aa-4fb1-9143-53af0bbfa38c · outbound

This paper cites Diffusion models for image restoration and enhancement–a compre- hensive survey.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Diffusion models for image restoration and enhancement–a compre- hensive survey

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.928744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.928744Z digest=sha256:2f25f1118b28cec0465a398911329dc4be46c5bcdadaa8023e4895a6693cd78f

Observation 6a83e00d-ee5c-47af-8caf-5de0761274de · outbound

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

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results NTIRE 2025 challenge on day and night raindrop removal for dual-focused images: Methods and results

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.492842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:48.932999Z digest=sha256:f4723a6bab80236077cd51fd8acdfd25ad86f780e4d319b156a40e5eaf2680f8

Observation 966a2c48-d700-43b3-8239-6457f902be97 · outbound

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

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results NTIRE 2025 challenge on short-form ugc video quality assessment and enhancement: Kwaisr dataset and study

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.937081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.937081Z digest=sha256:5636a7781ec0790ba225a30b9920882297c8e0f472aa0426cd474b2105686454

Observation 32da2c1f-f212-4ed1-b5cf-d512334a376d · outbound

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

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results NTIRE 2025 challenge on short-form ugc video qual- ity assessment and enhancement: Methods and results

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.941336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.941336Z digest=sha256:d248fc6f09477c343df3d577e65e52e796c160c19ad46866cc29864009f223f2

Observation 468bdb02-18f0-4bd5-b7bd-ec7be5bd00f9 · outbound

This paper cites Rain streak removal using layer priors.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Rain streak removal using layer priors

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.459983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:48.945677Z digest=sha256:cfeecb530ef285b5d7206e390f2afe2fe3cacd80a457ca88803323653298fbab

Observation b102fac4-ad65-4eb8-ac14-fdd3c688477b · outbound

This paper cites Swinir: Image restoration using swin transformer.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Swinir: Image restoration using swin transformer

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.949951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.949951Z digest=sha256:c899da28e66f7d695ffd7133108bf78133b50f2d91d06717327ce6af6236cf2c

Observation e28f1fb9-0b77-439f-b85c-d3b094987601 · outbound

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

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results NTIRE 2025 the 2nd restore any image model (RAIM) in the wild challenge

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.954183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.954183Z digest=sha256:68505754807e7ca20656cfe263f419d750d51a81b72ef9e1919c6d356f5e4fa9

Observation 60c42411-66a0-442f-84a6-6369e2b25dc4 · outbound

This paper cites Enhanced deep residual networks for single image super-resolution.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Enhanced deep residual networks for single image super-resolution

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.424470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:48.958561Z digest=sha256:4866d851aa57d9538a56951335b725d1602e39d71506cee024bfcc317866f446

Observation 2f7eb5ef-b827-4ddb-9c21-5b6b1d347d56 · outbound

This paper cites NightHaze: Nighttime Image Dehazing via Self-Prior Learning.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results NightHaze: Nighttime Image Dehazing via Self-Prior Learning

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.962974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.962974Z digest=sha256:7e7c0ac63b913ae5ba0291abb1a84d1ecb85fbc4e62808e701e2bb4fd8ff6778

Observation fb3c4d9d-71a5-49d3-8251-bb3262c1d6e8 · outbound

This paper cites Nightrain: Nighttime video deraining via adaptive-rain-removal and adaptive- correction.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Nightrain: Nighttime video deraining via adaptive-rain-removal and adaptive- correction

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.408338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:48.967617Z digest=sha256:d1da9c2dc9b7d7755244de37c3fcf0ffc1f5868d0d75c627d0411db9caf76433

Observation 434923b0-c186-46b5-8545-53176d494d0c · outbound

This paper cites Jarvisir: Elevating autonomous driving per- ception with intelligent image restoration.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Jarvisir: Elevating autonomous driving per- ception with intelligent image restoration

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.394234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:48.971835Z digest=sha256:ee933f11be25bcf5e4f55029a4beed1cb4699a3f305824ea8a051f9f8e983816

Observation fdc096fb-8187-460d-a667-ad9594b64a2b · outbound

This paper cites Lira: Lifelong image restoration from un- known blended distortions.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Lira: Lifelong image restoration from un- known blended distortions

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.379584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:48.975965Z digest=sha256:3f4f9e52b8760a6f5dc30df4dd72f533b4fa2424fe444787ea41918a945b9d91

Observation aab516e9-6257-430a-a1ee-9949a1afc035 · outbound

This paper cites Residual denoising diffu- sion models.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Residual denoising diffu- sion models

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.363664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:48.980158Z digest=sha256:c7460892d810402b51e294c11abc6792bcbb39e34f7b1dd5682aa04a6e603308

Observation 9de69033-0f95-4273-9b71-4acbdd7acb92 · outbound

This paper cites Robust deep ensemble method for real-world image denoising.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Robust deep ensemble method for real-world image denoising

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.348175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:48.984353Z digest=sha256:11712710ed9ccc9dafa11f0f1877a53e06dc2eccfece0c9022e4fb22ed06ee9b

Observation f29003ad-79f8-464c-8831-9d5f82326d0e · outbound

This paper cites NTIRE 2025 XGC quality assessment challenge: Methods and results.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results NTIRE 2025 XGC quality assessment challenge: Methods and results

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.988479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.988479Z digest=sha256:eab12d6d0db1bc4092c638b83caac4359be307cb71a07a3d380756100914a2c2

Observation 7eebac23-2c5f-4d0d-91a9-d5ba9f67fd43 · outbound

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

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results NTIRE 2025 challenge on low light image enhancement: Methods and results

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:48.993610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:48.993610Z digest=sha256:a06bce49eaa9e1eeab23dd29e630d66fa26bc0e324fa509e1cdcce7b5f104bdd

Observation 963fa2c2-84f7-4f0b-8590-a554c8c71204 · outbound

This paper cites Aigc- vqa: A holistic perception metric for aigc video quality assessment.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Aigc- vqa: A holistic perception metric for aigc video quality assessment

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.313068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:48.998022Z digest=sha256:875a649a1d57b30cc5565cd5792140c5b8f8c569aa4804df9dd473bbf196cc3d

Observation 66a27213-f699-416e-b656-e50fe1b6a4b9 · outbound

This paper cites Refusion: Enabling large- size realistic image restoration with latent-space diffusion models.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Refusion: Enabling large- size realistic image restoration with latent-space diffusion models

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.298518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:49.002513Z digest=sha256:b267bb5ee6028a69d68696357115ed1e3daea503f63bff659eb4411f05ff737c

Observation 3cd48ef1-3310-4e3a-8e46-cf893ad8aaa0 · outbound

This paper cites Restoring vision in adverse weather conditions with patch-based denoising diffusion models.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Restoring vision in adverse weather conditions with patch-based denoising diffusion models

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.281505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:49.007585Z digest=sha256:1e51b6c40c13b94d1617bcc5dea4723b29d8e6e230d9508e730ed211d115d162

Observation 5aff2220-1b59-4c55-8e77-0f84a93529d5 · outbound

This paper cites Restoring vision in adverse weather conditions with patch-based denoising diffusion models.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Restoring vision in adverse weather conditions with patch-based denoising diffusion models

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.267006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:49.011951Z digest=sha256:cff733b76e69574a40b185c78d793f13887260c22edd89dd279cb00fe9296d79

Observation c37fff7e-9c55-4095-8765-36e85e8ac34c · outbound

This paper cites Fan: Frequency aggregation net- work for real image super-resolution.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Fan: Frequency aggregation net- work for real image super-resolution

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.251463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:49.016409Z digest=sha256:fd0c1ace8eb9a68c7467dbb30c5da6b215e7eaae2f4934ea67e00a5edb878472

Observation ed1a764b-4292-4881-a106-09d44404fb6f · outbound

This paper cites PyTorch: An Imperative Style, High-Performance Deep Learning Library.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results PyTorch: An Imperative Style, High-Performance Deep Learning Library

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:49.020836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:49.020836Z digest=sha256:de0063b68111321aebac6e5d27be800be55e9295073477c7934b69bf18698487

Observation 063f438d-c531-4513-adc1-384bfc2299b4 · outbound

This paper cites F2former: When Fractional Fourier Meets Deep Wiener Deconvolution and Selective Frequency Transformer for Image Deblurring.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results F2former: When Fractional Fourier Meets Deep Wiener Deconvolution and Selective Frequency Transformer for Image Deblurring

Reference 81

Resolution
verified exact
local_arxiv, observed 2026-08-16T12:31:49.336636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:49.025692Z digest=sha256:7af6acaa8e505ff9bbd65ff978389e68b86822663e415cdb792a36e8fc102b91

Observation 9f92b3dc-6038-41a0-9ddb-7cdb925fec45 · outbound

This paper cites F2former: When fractional fourier meets deep wiener deconvolution and selective frequency trans- former for image deblurring.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results F2former: When fractional fourier meets deep wiener deconvolution and selective frequency trans- former for image deblurring

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.236136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:49.030786Z digest=sha256:a5d29ab69a54fddfa5cc4b1c6673d2b74c417c94d77aa756167f5879e9c73204

Observation 566a5a91-bdb0-43c2-8268-d2efb646672e · outbound

This paper cites Scalable diffusion mod- els with transformers.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Scalable diffusion mod- els with transformers

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.220891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:49.036130Z digest=sha256:4db92ea5fa987e26b734f24416532035fe71720b9df6ff642550730b16eb4455

Observation 9f656cbb-24a7-43a2-805f-c42a633fa7ba · outbound

This paper cites I can see clearly now: Image restoration via de-raining.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results I can see clearly now: Image restoration via de-raining

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.205883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:49.041000Z digest=sha256:9f3b0bc0db325ae378f6ed4bbe79c9fe2066747d05e420f90000b4b8330be74b

Observation eb3014b3-a26a-4ee6-9e1c-6b3553448da8 · outbound

This paper cites Promptir: Prompting for all- in-one image restoration.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Promptir: Prompting for all- in-one image restoration

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.189456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:49.045449Z digest=sha256:5c9e040a2462116c7483a7b7a8c6b2321670e831c698659b2f5737350a6e7125

Observation 031790ce-1f5c-4a18-9b20-6e68b3479d5e · outbound

This paper cites Attentive generative adversarial network for rain- drop removal from a single image.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Attentive generative adversarial network for rain- drop removal from a single image

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.174758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:49.050389Z digest=sha256:c453577fd8ae1e67d3f40172cc3f6a83459a22c90be750e812c82e5a95f71a07

Observation d8684f2f-4fb0-44a4-b057-33cbc9dab2f0 · outbound

This paper cites Attentive generative adversarial network for rain- drop removal from a single image.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Attentive generative adversarial network for rain- drop removal from a single image

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.159997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:49.054975Z digest=sha256:1e5d00c0fa290dbb6a974fed84b7b1f6e6184a44e0eabde681d877fb0141b09e

Observation f0e1479a-1694-4118-91d7-e3521bd097f2 · outbound

This paper cites Remov- ing raindrops and rain streaks in one go.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Remov- ing raindrops and rain streaks in one go

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.144022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:49.059659Z digest=sha256:b5a34ed99dc4310a5bcb948bf97e55fb8888a51e3be82ab350b32b29fac0d9b1

Observation b3b7071d-acb0-47f0-9115-9dc83810dca9 · outbound

This paper cites Learn- ing transferable visual models from natural language super- vision.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Learn- ing transferable visual models from natural language super- vision

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.129883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:49.064336Z digest=sha256:036c2bb94a6c1e26492df70a49b6adf72a4e5742fed63307b4857a90a7ff76f4

Observation 5ff64aca-235a-4c03-b8a5-5f6f72e5385b · outbound

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

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results The tenth NTIRE 2025 efficient super-resolution challenge report

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:49.069133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:49.069133Z digest=sha256:9f21388630973759fd54920fc388b566149d84f6f2906a9d7d1cdbfb3348a99b

Observation 7338c728-fdfc-4308-8339-113318e1b764 · outbound

This paper cites STRRNet: Semantics-guided two- stage raindrop removal network.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results STRRNet: Semantics-guided two- stage raindrop removal network

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.105757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:49.074026Z digest=sha256:c3efa0d0384a91d568b311e642acc171ceee832f1a69e0b97d36638248428dc2

Observation 753de3b0-669d-40fc-a06f-2a593e885ff0 · outbound

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

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results U- net: Convolutional networks for biomedical image segmen- tation

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:49.078552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:49.078552Z digest=sha256:1ceb6d0f59f0753720c566609d47af0942ceb112694a569a9a42a38aa2e94fa8

Observation 400a8a89-5402-4618-bac9-06b8159d65d1 · outbound

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

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results NTIRE 2025 challenge on UGC video enhancement: Meth- ods and results

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:49.082959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:49.082959Z digest=sha256:72a8b97823f232868c50d7bdbb9380a3fa9adf33e0c683fe897d4fe4a625e536

Observation e8aa1e9c-9cfd-4afc-bca1-9ee41828e9ad · outbound

This paper cites Rethinking Real-world Image Deraining via An Unpaired Degradation-Conditioned Diffusion Model.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Rethinking Real-world Image Deraining via An Unpaired Degradation-Conditioned Diffusion Model

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:49.087915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:49.087915Z digest=sha256:96435c95872b955a40090c091631a9eaea01c203d4b8b4c59c372e72e9024d0b

Observation 2602ea16-99d8-4943-9f84-9799d5adf4ec · outbound

This paper cites Raindrops on wind- shield: Dataset and lightweight gradient-based detection al- gorithm.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Raindrops on wind- shield: Dataset and lightweight gradient-based detection al- gorithm

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.071837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:49.093158Z digest=sha256:d1a9c9f395fa8e58af334af8bcd62043726a619b73ca114c0d6419dad49c483e

Observation 5357f205-1bcc-4534-b7a5-9d088b4e0d23 · outbound

This paper cites Vision transformers for single image dehazing.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Vision transformers for single image dehazing

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.057274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:49.097961Z digest=sha256:a3ccca8b6775fe66d837384728d1f3ad1f0fe861a9304456b3f8d8560210a5cd

Observation 0eeefb1d-48ab-4e4e-8490-52e12c889e53 · outbound

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

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results NTIRE 2025 challenge on event-based image deblurring: Methods and results

Reference 97

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:49.102672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:49.102672Z digest=sha256:17ebea073d325f928cdfbd10ba5ac38a0f8cb92b511018559dc730203676581d

Observation 9a03a5be-a0cf-4740-8f29-95f764f97ac6 · outbound

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

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results The tenth ntire 2025 image denoising challenge report

Reference 98

Resolution
unresolved
no resolver link, observed 2026-08-16T12:31:49.107562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:31:49.107562Z digest=sha256:a4a4e529e6964d122a72a57f8bb4dab814352fc86dccd788dfbca5b45544a62a

Observation a96e12a4-062b-4268-a1f9-998243a27e2b · outbound

This paper cites Restoring images in adverse weather con- ditions via histogram transformer.

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Restoring images in adverse weather con- ditions via histogram transformer

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.023705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:49.113064Z digest=sha256:45b130d051e629b7dc6024037399a89bc46e880d5acede649d459e1ecee49b3f

Observation 902eca0a-4ccd-4734-abcb-688d89a2e7c2 · outbound

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

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Restoring images in adverse weather condi- tions via histogram transformer

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:31:50.008277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:31:49.117813Z digest=sha256:715acf4f9361c69e227b641b3ed956e81121c539746f4f09dc0a58e9c99d481b

Pith citing papers

No inbound Pith citation observations are available.