Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance | Paper Citation Record

Observation 1a679ebf-38e6-416d-b17f-1aaf9a8b5007 · outbound

This paper cites Simple Baselines for Image Restoration.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Simple Baselines for Image Restoration

Reference 1

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Observation 20eba7b1-b526-4a2b-bffa-fdef8aabe22f · outbound

This paper cites When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations

Reference 2

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Observation fac6c0da-bb4d-4ede-b868-672a2409746a · outbound

This paper cites Un- paired deep image deraining using dual contrastive learning.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Un- paired deep image deraining using dual contrastive learning

Reference 3

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Observation f8538886-1815-49f4-9140-3bf9c5e96d58 · outbound

This paper cites Massive online crowdsourced study of subjective and objective picture qual- ity.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Massive online crowdsourced study of subjective and objective picture qual- ity

Reference 4

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Observation fd2f373d-9c7a-4954-8bb9-6ba9c19c6c52 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 5

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Observation b485d534-3608-42cf-aab7-c280cbe20a14 · outbound

This paper cites Learning a deep convolutional network for image super-resolution.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Learning a deep convolutional network for image super-resolution

Reference 6

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Observation 1e3b6e13-8bd0-49d2-8bbe-1d7fa7f6efee · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance An image is worth 16x16 words: Transformers for image recognition at scale

Reference 7

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Observation c4f9d08a-2137-4ea0-9758-7147928bc37b · outbound

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

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Ntire 2017 challenge on single image super-resolution: Dataset and study

Reference 8

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Observation d010f496-5ab6-4956-b5fc-d66a3bb357ea · outbound

This paper cites No-reference image quality assessment via transformers, rel- ative ranking, and self-consistency.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance No-reference image quality assessment via transformers, rel- ative ranking, and self-consistency

Reference 9

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Observation f70035e5-a572-4f48-9788-b93a6fec4692 · outbound

This paper cites Multiscale natural scene sta- tistical analysis for no-reference quality evaluation of dibr- synthesized views.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Multiscale natural scene sta- tistical analysis for no-reference quality evaluation of dibr- synthesized views

Reference 10

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Observation 0b891f25-d48d-486c-9a25-f560873770d7 · outbound

This paper cites Deep residual learning for image recognition.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Deep residual learning for image recognition

Reference 11

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Observation 7a833e36-a98e-4a1c-8ae2-74095b32307a · outbound

This paper cites Pipal: a large-scale image quality assessment dataset for perceptual image restoration.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Pipal: a large-scale image quality assessment dataset for perceptual image restoration

Reference 12

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Observation 6cb4a794-7e75-466d-aeea-b5df749bcd84 · outbound

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

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Perceptual losses for real-time style transfer and super-resolution

Reference 13

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Observation 205e029e-9875-420d-b752-0b8b226ce684 · outbound

This paper cites Momentum Contrast for Unsupervised Visual Representation Learning.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Momentum Contrast for Unsupervised Visual Representation Learning

Reference 14

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Observation 2259dcda-9e6f-4031-be3b-24361634ee43 · outbound

This paper cites Convolu- tional neural networks for no-reference image quality assess- ment.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Convolu- tional neural networks for no-reference image quality assess- ment

Reference 15

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Observation d0442bae-bde9-45c1-be22-35137a3af392 · outbound

This paper cites Transformers are rnns: Fast autoregressive transformers with linear attention.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Transformers are rnns: Fast autoregressive transformers with linear attention

Reference 16

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Observation b5c3da48-d1f1-4c8c-9ea8-c7bb24e5bcad · outbound

This paper cites Musiq: Multi-scale image quality transformer.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Musiq: Multi-scale image quality transformer

Reference 17

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Observation cdb0b5c2-fbc1-4675-96a4-270edfd4991b · outbound

This paper cites Supervised contrastive learning.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Supervised contrastive learning

Reference 18

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Observation 5d23617f-c478-45f0-9e8d-453ab082e6dd · outbound

This paper cites Accurate image super-resolution using very deep convolutional net- works.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Accurate image super-resolution using very deep convolutional net- works

Reference 19

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Observation efe8f686-2ee4-4caf-b845-0d64246f0d39 · outbound

This paper cites Imagenet classification with deep convolutional neural net- works.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Imagenet classification with deep convolutional neural net- works

Reference 20

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Observation 9cb0d3d2-569c-4874-bdeb-99f6e7392917 · outbound

This paper cites Deblurgan-v2: Deblurring (orders-of-magnitude) faster and better.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Deblurgan-v2: Deblurring (orders-of-magnitude) faster and better

Reference 21

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Observation cea63919-4525-43f9-ae62-e5c9f4ad3a13 · outbound

This paper cites All-in-one image restoration for unknown cor- ruption.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance All-in-one image restoration for unknown cor- ruption

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:46.184310Z

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Observation 4165050d-ed5f-4002-98ac-ddb1bfa11a60 · outbound

This paper cites Asymmetric mask scheme for self- supervised real image denoising.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Asymmetric mask scheme for self- supervised real image denoising

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:46.168835Z

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Observation 675230b5-fbb7-4efd-ae52-72abf7094915 · outbound

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

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Enhanced deep residual networks for single image super-resolution

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:46.151824Z

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Observation cce341b0-b67a-4d6a-a425-df7ddc987f77 · outbound

This paper cites Kadid-10k: A large-scale artificially distorted iqa database.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Kadid-10k: A large-scale artificially distorted iqa database

Reference 25

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Observation dd090d9f-868f-4ba9-9a02-a2b235ea9f66 · outbound

This paper cites Unsupervised image denoising in real-world scenarios via self-collaboration parallel generative adversarial branches.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Unsupervised image denoising in real-world scenarios via self-collaboration parallel generative adversarial branches

Reference 26

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Observation 780c9be3-c790-48aa-9fc4-7f27f67d9be5 · outbound

This paper cites Dual degradation representation for joint deraining and low-light enhancement in the dark.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Dual degradation representation for joint deraining and low-light enhancement in the dark

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:46.096897Z

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Observation e58d548a-595b-4cc4-bbd9-755acd3eecbb · outbound

This paper cites Re-boosting Self-Collaboration Parallel Prompt GAN for Unsupervised Image Restoration.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Re-boosting Self-Collaboration Parallel Prompt GAN for Unsupervised Image Restoration

Reference 28

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Observation b5df6820-a3f7-4d50-ade3-c67d60909f95 · outbound

This paper cites Image Quality Assessment using Contrastive Learning.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Image Quality Assessment using Contrastive Learning

Reference 29

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Observation 120e4deb-53d7-4890-99ed-15ca5779e249 · outbound

This paper cites No-reference image quality assessment in the spa- tial domain.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance No-reference image quality assessment in the spa- tial domain

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:46.081570Z

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Observation 321cb072-300c-4549-bf2e-09c0aff5c48b · outbound

This paper cites No-reference image quality assessment in the spa- tial domain.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance No-reference image quality assessment in the spa- tial domain

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:46.065987Z

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Observation 2cb72f15-e622-4bb7-8fb9-d3886ce8ad45 · outbound

This paper cites No-reference image quality assessment in the spa- tial domain.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance No-reference image quality assessment in the spa- tial domain

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:46.048855Z

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Observation 9687d442-b473-4395-8a28-6135bd79fc81 · outbound

This paper cites completely blind.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance completely blind

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:46.033735Z

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Observation 4103d4fa-5455-49bb-81cb-022c8899d472 · outbound

This paper cites Real image denoising via guided residual estima- tion and noise correction.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Real image denoising via guided residual estima- tion and noise correction

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:46.018979Z

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Observation c84c9679-ffdd-49f3-9929-d65dc1efbdf9 · outbound

This paper cites No-reference image quality assessment via multibranch convolutional neural networks.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance No-reference image quality assessment via multibranch convolutional neural networks

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:46.004024Z

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Observation 06b350a7-ba3d-4180-9fe8-251fef81b1c0 · outbound

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Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Unresolved cited work

Reference 36

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Observation 882df6e3-64bd-4bef-b0b6-5cadcecf91e2 · outbound

This paper cites Blind image quality assessment: A natural scene statistics approach in the dct domain.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Blind image quality assessment: A natural scene statistics approach in the dct domain

Reference 37

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Observation f56d59b2-b1c9-4076-957e-3f18e48af908 · outbound

This paper cites Re-iqa: Unsupervised learning for image quality assessment in the wild.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Re-iqa: Unsupervised learning for image quality assessment in the wild

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:45.957512Z

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Observation 50568d60-7ea5-4d77-a300-51197b75228e · outbound

This paper cites No-reference quality assessment using natural scene statis- tics: Jpeg2000.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance No-reference quality assessment using natural scene statis- tics: Jpeg2000

Reference 39

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Observation b5fa2875-3140-4497-97c9-3da6291fa45f · outbound

This paper cites An information fidelity criterion for image quality assess- ment using natural scene statistics.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance An information fidelity criterion for image quality assess- ment using natural scene statistics

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:45.927692Z

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Observation ff0275d3-5b06-428f-82f0-47e48b50629a · outbound

This paper cites A statistical evaluation of recent full reference image quality assessment algorithms.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance A statistical evaluation of recent full reference image quality assessment algorithms

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:45.912765Z

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Observation c05c1525-3315-43ff-b19a-a4904dfaf58d · outbound

This paper cites Very deep convo- lutional networks for large-scale image recognition.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Very deep convo- lutional networks for large-scale image recognition

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:45.897779Z

Source-reported events for the cited work

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Observation 36078351-8d38-410f-b1fe-be2a27e0e403 · outbound

This paper cites How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers

Reference 43

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Source-reported events for the cited work

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Observation 2b48a170-3146-4904-8f86-8534a256bab9 · outbound

This paper cites Blindly assess image qual- ity in the wild guided by a self-adaptive hyper network.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Blindly assess image qual- ity in the wild guided by a self-adaptive hyper network

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:45.881383Z

Source-reported events for the cited work

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Observation 8a3c28e8-d1b0-4420-a206-8fbbe184f929 · outbound

This paper cites MLP-Mixer: An all-MLP Architecture for Vision.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance MLP-Mixer: An all-MLP Architecture for Vision

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-12T12:12:45.385963Z

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Observation 9cbf9bfd-fd37-42a6-b03a-e8b68e50d6c5 · outbound

This paper cites Koniq-10k: An ecologically valid database for deep learn- ing of blind image quality assessment.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Koniq-10k: An ecologically valid database for deep learn- ing of blind image quality assessment

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:45.864359Z

Source-reported events for the cited work

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Observation 20168f8a-2ede-44fb-b885-49f39792bf97 · outbound

This paper cites Unsuper- vised degradation representation learning for blind super- resolution.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Unsuper- vised degradation representation learning for blind super- resolution

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:45.848819Z

Source-reported events for the cited work

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Observation 104cd86a-1c2d-4f06-8162-af1c77546371 · outbound

This paper cites Blind image quality assessment using a deep bilin- ear convolutional neural network.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Blind image quality assessment using a deep bilin- ear convolutional neural network

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:45.832855Z

Source-reported events for the cited work

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Observation 8abe36f3-d77f-45ec-8fba-0e9e5d61d517 · outbound

This paper cites DeSRA: Detect and Delete the Artifacts of GAN-based Real-World Super-Resolution Models.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance DeSRA: Detect and Delete the Artifacts of GAN-based Real-World Super-Resolution Models

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-12T12:12:45.405014Z

Source-reported events for the cited work

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Observation 6cc08df6-e654-4ce3-bac5-e84081accd6c · outbound

This paper cites Maniqa: Multi-dimension attention network for no-reference image quality assessment.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Maniqa: Multi-dimension attention network for no-reference image quality assessment

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:45.817425Z

Source-reported events for the cited work

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Observation b31d9bc8-7f79-4989-a81a-f62f4f370271 · outbound

This paper cites Un- supervised feature learning framework for no-reference im- age quality assessment.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Un- supervised feature learning framework for no-reference im- age quality assessment

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:45.800988Z

Source-reported events for the cited work

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Observation 2511bb3b-2fc8-4611-abde-ff217e3f6b52 · outbound

This paper cites From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-12T12:12:45.420776Z

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This paper cites A Probabilistic Quality Representation Approach to Deep Blind Image Quality Prediction.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance A Probabilistic Quality Representation Approach to Deep Blind Image Quality Prediction

Reference 53

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This paper cites Lit: Zero-shot transfer with locked-image text tuning.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Lit: Zero-shot transfer with locked-image text tuning

Reference 54

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This paper cites All-in-one Multi-degradation Image Restoration Network via Hierarchical Degradation Representation.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance All-in-one Multi-degradation Image Restoration Network via Hierarchical Degradation Representation

Reference 55

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This paper cites Ingredient-oriented multi- degradation learning for image restoration.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Ingredient-oriented multi- degradation learning for image restoration

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:45.774301Z

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This paper cites Quality-aware pre-trained models for blind image quality as- sessment.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Quality-aware pre-trained models for blind image quality as- sessment

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:45.758465Z

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This paper cites Learning conditional knowledge distillation for degraded-reference image quality assessment.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Learning conditional knowledge distillation for degraded-reference image quality assessment

Reference 58

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This paper cites Animation from blur: Multi- modal blur decomposition with motion guidance.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Animation from blur: Multi- modal blur decomposition with motion guidance

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:45.726229Z

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This paper cites Metaiqa: Deep meta-learning for no- reference image quality assessment.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Metaiqa: Deep meta-learning for no- reference image quality assessment

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:45.709991Z

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This paper cites Surrogate gap minimization improves sharpness-aware training.

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Surrogate gap minimization improves sharpness-aware training

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:12:45.693980Z

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