Awesome Image Restoration

Key papers

• Pointrend: Image Segmentation As Rendering (2019)
  Alexander Kirillov, Yuxin Wu, Kaiming He, et al.
  31.23
• Multi-stage Progressive Image Restoration (2021)
  Syed Waqas Zamir, Aditya Arora, Salman Khan, et al.
  30.61
• Feedback Network For Image Super-resolution (2019)
  Zhen Li, Jinglei Yang, Zheng Liu, et al.
  26.83
• Res2net: A New Multi-scale Backbone Architecture (2019)
  Shang-Hua Gao, Ming-Ming Cheng, Kai Zhao, et al.
  25.82
• Masked-attention Mask Transformer For Universal Image Segmentation (2021)
  Bowen Cheng, Ishan Misra, Alexander G. Schwing, et al.
  25.69
• SCAN: Learning To Classify Images Without Labels (2020)
  Wouter van Gansbeke, Simon Vandenhende, Stamatios Georgoulis, et al.
  25.15
• Dual Aggregation Transformer For Image Super-resolution (2023)
  Zheng Chen, Yulun Zhang, Jinjin Gu, et al.
  24.91
• Multimodal Unsupervised Image-to-image Translation (2018)
  Xun Huang, Ming-Yu Liu, Serge Belongie, et al.
  24.00
• Aggregated Contextual Transformations For High-resolution Image Inpainting (2021)
  Yanhong Zeng, Jianlong Fu, Hongyang Chao, et al.
  23.46
• Fine-grained Visual Classification Via Progressive Multi-granularity Training Of Jigsaw Patches (2020)
  Ruoyi Du, Dongliang Chang, Ayan Kumar Bhunia, et al.
  23.39
• Going Deeper With Image Transformers (2021)
  Hugo Touvron, Matthieu Cord, Alexandre Sablayrolles, et al.
  22.35
• Resolution-robust Large Mask Inpainting With Fourier Convolutions (2021)
  Roman Suvorov, Elizaveta Logacheva, Anton Mashikhin, et al.
  22.23
• Blind Face Restoration Via Deep Multi-scale Component Dictionaries (2020)
  Xiaoming Li, Chaofeng Chen, Shangchen Zhou, et al.
  22.20
• Cross-x Learning For Fine-grained Visual Categorization (2019)
  Wei Luo, Xitong Yang, Xianjie Mo, et al.
  21.36
• Large-scale Image Retrieval With Attentive Deep Local Features (2016)
  Hyeonwoo Noh, Andre Araujo, Jack Sim, et al.
  20.85
• Bilateral Reference For High-resolution Dichotomous Image Segmentation (2024)
  Peng Zheng, Dehong Gao, Deng-Ping Fan, et al.
  20.61
• Regionclip: Region-based Language-image Pretraining (2021)
  Yiwu Zhong, Jianwei Yang, Pengchuan Zhang, et al.
  20.18
• Image Segmentation Using Text And Image Prompts (2021)
  Timo Lüddecke, Alexander S. Ecker
  19.96
• Rgb-infrared Cross-modality Person Re-identification Via Joint Pixel And Feature Alignment (2019)
  Guan'An Wang, Tianzhu Zhang, Jian Cheng, et al.
  19.89
• Efficient Long-range Attention Network For Image Super-resolution (2022)
  Xindong Zhang, Hui Zeng, Shi Guo, et al.
  19.85
• Uniformer: Unifying Convolution And Self-attention For Visual Recognition (2022)
  Kunchang Li, Yali Wang, Junhao Zhang, et al.
  19.82
• Pluralistic Image Completion (2019)
  Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai
  19.71
• Deep Image Retrieval: Learning Global Representations For Image Search (2016)
  Albert Gordo, Jon Almazan, Jerome Revaud, et al.
  19.67
• End-to-end Learning Of Deep Visual Representations For Image Retrieval (2016)
  Albert Gordo, Jon Almazan, Jerome Revaud, et al.
  19.66
• DRCT: Saving Image Super-resolution Away From Information Bottleneck (2024)
  Chih-Chung Hsu, Chia-Ming Lee, Yi-Shiuan Chou
  19.38
• Scaling Local Self-attention For Parameter Efficient Visual Backbones (2021)
  Ashish Vaswani, Prajit Ramachandran, Aravind Srinivas, et al.
  19.20
• Bidirectional Multi-scale Implicit Neural Representations For Image Deraining (2024)
  Xiang Chen, Jinshan Pan, Jiangxin Dong
  19.19
• Instance-level Image Retrieval Using Reranking Transformers (2021)
  Fuwen Tan, Jiangbo Yuan, Vicente Ordonez
  19.00
• Learning To Discover Multi-class Attentional Regions For Multi-label Image Recognition (2020)
  Bin-Bin Gao, Hong-Yu Zhou
  18.95
• LAVT: Language-aware Vision Transformer For Referring Image Segmentation (2021)
  Zhao Yang, Jiaqi Wang, Yansong Tang, et al.
  18.95
• Contextual Residual Aggregation For Ultra High-resolution Image Inpainting (2020)
  Zili Yi, Qiang Tang, Shekoofeh Azizi, et al.
  18.71
• Mixed Transformer U-net For Medical Image Segmentation (2021)
  Hongyi Wang, Shiao Xie, Lanfen Lin, et al.
  18.70
• SOLAR: Second-order Loss And Attention For Image Retrieval (2020)
  Tony Ng, Vassileios Balntas, Yurun Tian, et al.
  18.69
• Tip-adapter: Training-free Adaption Of CLIP For Few-shot Classification (2022)
  Renrui Zhang, Zhang Wei, Rongyao Fang, et al.
  18.65
• A Benchmark For Edge-preserving Image Smoothing (2019)
  Feida Zhu, Zhetong Liang, Xixi Jia, et al.
  18.48
• Unsupervised Deep Image Stitching: Reconstructing Stitched Features To Images (2021)
  Lang Nie, Chunyu Lin, Kang Liao, et al.
  18.20
• Cricavpr: Cross-image Correlation-aware Representation Learning For Visual Place Recognition (2024)
  Feng Lu, Xiangyuan Lan, Lijun Zhang, et al.
  18.09
• Cola-net: Collaborative Attention Network For Image Restoration (2021)
  Chong Mou, Jian Zhang, Xiaopeng Fan, et al.
  17.87
• Guided Curriculum Model Adaptation And Uncertainty-aware Evaluation For Semantic Nighttime Image Segmentation (2019)
  Christos Sakaridis, Dengxin Dai, Luc van Gool
  17.82
• Uni-paint: A Unified Framework For Multimodal Image Inpainting With Pretrained Diffusion Model (2023)
  Shiyuan Yang, Xiaodong Chen, Jing Liao
  17.73
• Image Manipulation Detection By Multi-view Multi-scale Supervision (2021)
  Xinru Chen, Chengbo Dong, Jiaqi Ji, et al.
  17.61
• Cross-domain Correspondence Learning For Exemplar-based Image Translation (2020)
  Pan Zhang, Bo Zhang, Dong Chen, et al.
  17.55
• Learning Semantically Enhanced Feature For Fine-grained Image Classification (2020)
  Wei Luo, Hengmin Zhang, Jun Li, et al.
  17.43
• Learning Spatial Attention For Face Super-resolution (2020)
  Chaofeng Chen, Dihong Gong, Hao Wang, et al.
  17.40
• SLIP: Self-supervision Meets Language-image Pre-training (2021)
  Norman Mu, Alexander Kirillov, David Wagner, et al.
  17.34
• Intra-inter Camera Similarity For Unsupervised Person Re-identification (2021)
  Shiyu Xuan, Shiliang Zhang
  17.32
• Vitaev2: Vision Transformer Advanced By Exploring Inductive Bias For Image Recognition And Beyond (2022)
  Qiming Zhang, Yufei Xu, Jing Zhang, et al.
  17.31
• Efficientsam: Leveraged Masked Image Pretraining For Efficient Segment Anything (2023)
  Yunyang Xiong, Bala Varadarajan, Lemeng Wu, et al.
  17.18
• Dual Contrastive Learning For Unsupervised Image-to-image Translation (2021)
  Junlin Han, Mehrdad Shoeiby, Lars Petersson, et al.
  17.16
• Dark Model Adaptation: Semantic Image Segmentation From Daytime To Nighttime (2018)
  Dengxin Dai, Luc van Gool
  17.14
• Exploring Smoothness And Class-separation For Semi-supervised Medical Image Segmentation (2022)
  Yicheng Wu, Zhonghua Wu, Qianyi Wu, et al.
  17.00
• Iterative Prompt Learning For Unsupervised Backlit Image Enhancement (2023)
  Zhexin Liang, Chongyi Li, Shangchen Zhou, et al.
  16.88
• SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation (2024)
  Xinyu Xiong et al.
  16.76
• Cross Language Image Matching For Weakly Supervised Semantic Segmentation (2022)
  Jinheng Xie, Xianxu Hou, Kai Ye, et al.
  16.71
• Beyond Triplet Loss: Person Re-identification With Fine-grained Difference-aware Pairwise Loss (2020)
  Cheng Yan, Guansong Pang, Xiao Bai, et al.
  16.67
• Enhanced Spatio-temporal Interaction Learning For Video Deraining: A Faster And Better Framework (2021)
  Kaihao Zhang, Dongxu Li, Wenhan Luo, et al.
  16.51
• Local Descriptors Optimized For Average Precision (2018)
  Kun He, Yan Lu, Stan Sclaroff
  16.49
• Inpainting Transformer For Anomaly Detection (2021)
  Jonathan Pirnay, Keng Chai
  16.45
• Dynamic Convolutions: Exploiting Spatial Sparsity For Faster Inference (2019)
  Thomas Verelst, Tinne Tuytelaars
  16.32
• Maskclip: Masked Self-distillation Advances Contrastive Language-image Pretraining (2022)
  Xiaoyi Dong, Jianmin Bao, Yinglin Zheng, et al.
  16.25