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Awesome-All-In-One-Image-Restoration. This is a summary of research on All-In-One Image/Video Restoration. There may be omissions. If anything is missing please get in touch with us. Our emails: liboyun.gm@gmail.com; gouyuanbiao@gmail.com; haiyuzhao.gm@gmail.com; wangwenxin.gm@gmail.com
2492022-CVPR-AirNet. PyTorch implementation for All-In-One Image Restoration for Unknown Corruption (AirNet) (CVPR 2022)
228Awesome-Noisy-Correspondence. This is a summary of research on noisy correspondence. There may be omissions. If anything is missing please get in touch with us. Our emails: linyijie.gm@gmail.com yangmouxing@gmail.com qinyang.gm@gmail.com hechanghao.gm@gmail.com
1382021-CVPR-Completer. PyTorch implementation for COMPLETER: Incomplete Multi-view Clustering via Contrastive Prediction (CVPR 2021)
1342024-ICLR-Norton. Multi-granularity Correspondence Learning from Long-term Noisy Videos [ICLR 2024, Oral]
1212025-CVPR-MaIR. Pytorch implementation of CVPR 2025 paper, "MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration". The Code will be released very soon (Within 2 week)
110LLaVA-ReID. Pytorch Implementation of LLaVA-ReID: Selective Multi-image Questioner for Interactive Person Re-Identification
1072021-AAAI-CC. Code for the paper "Contrastive Clustering" (AAAI 2021)
932021-NeurIPS-NCR. Python
822021-IJCV-YOLY. PyTorch implementation for You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network (YOLY) (IJCV 2021)
712024-ICML-TAC. Code for the paper "Image Clustering with External Guidance" (ICML 2024)
702022-TPAMI-DCP. PyTorch implementation for Dual Contrastive Prediction for Incomplete Multi-view Representation Learning (TPAMI'22)
672023-CVPR-CODE. PyTorch implementation for Comprehensive and Delicate: An Efficient Transformer for Image Restoration (CVPR 2023).
592024-ICLR-READ. Pytorch implementation of "Test-time Adaption against Multi-modal Reliability Bias".
542021-CVPR-MvCLN. PyTorch implementation for Partially View-aligned Representation Learning with Noise-robust Contrastive Loss (CVPR 2021)
522022-TPAMI-SURE. PyTorch implementation for Robust Multi-view Clustering with Incomplete Information (TPAMI 2022).
492025-NeurIPS-CRL. Code for the paper "Conditional Representation Learning for Customized Tasks" (NeurIPS 2025 Spotlight)
472024-NeurIPS-AverNet. Code for the paper "AverNet: All-in-one Video Restoration for Time-varying Unknown Degradations" (NeurIPS 2024)
362019-ICML-COMIC. COMIC: Multi-view Clustering Without Parameter Selection, International Conference on Machine Learning (ICML’19)
352025-ICLR-TCR. Pytorch implementation of "Test-time Adaptation for Cross-modal Retrieval with Query Shift".
352022-CVPR-DART. PyTorch implementation for Learning with Twin Noisy Labels for Visible-Infrared Person Re-Identification (CVPR 2022).
332024-AAAI-DIVIDE. Official implementation of "Decoupled Contrastive Multi-View Clustering with High-Order Random Walks", [AAAI 2024].
29MetaQ. Code for the paper "MetaQ: fast, scalable and accurate metacell inference via deep single-cell quantization"
292025-ICML-VISA. Official Implementation of Visual Abstraction: A Plug-and-Play Approach for Text-Visual Retrieval
262022-IJCV-TCL. Python
23scBridge. Python
222024-TIP-CREAM. PyTorch implementation for Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining (TIP 2024)
222023-CVPR-FCMI. Python
212024-NeurIPS-IDC. Code for the paper "Interactive Deep Clustering via Value Mining" (NeurIPS 2024)
212023-IJCAI-ProImp. PyTorch implementation for Incomplete Multi-view Clustering via Prototype-based Imputation (IJCAI 2023)
202020-NeurIPS-CLEARER. Python
182024-NeurIPS-CANDY. The code will come soon.
162022-JMLR-TELL. Python
152022-NeurIPS-MSANet. Multi-Scale Adaptive Network for Single Image Denoising (NeurIPS 2022)
152024-IJCV-LCNL. Python
122025-IJCAI-CL2P. Python
122025-IJCAI-PML. The code will come soon.
112023-CVPR-FPL. Python
102019-TIFS-AnomalyNet. AnomalyNet: An Anomaly Detection Network for Video Surveillance, IEEE Trans Information Forensics and Security 2019
82021-TIP-MvLNet. Python
72025-IJCAI-DualVAE. Python
72023-TPAMI-SMILE. PyTorch implementation for Semantic Invariant Multi-view Clustering with Fully Incomplete Information (SMILE), TPAMI 2023.
62017-TCYB-L2Graph. Constructing the L2-Graph for Robust Subspace Learning and Subspace Clustering, IEEE Trans Cybernetics 2017
62025-ICML-DUHEG. Python
62018-TNNLS-TransferHashing. Transfer Hashing: From Shallow To Deep, IEEE Trans Neural Networks and Learning Systems 2018
32013-CVPR-SSSC. Scalable Sparse Subspace Clustering, CVPR2013
32016-TNNLS-BOE. Bag of Events: An Efficient Probability-Based Feature Extraction Method for AER Image Sensors, IEEE Trans Neural Networks and Learning Systems 2016
32016-TNNLS-SRSC. A Unified Framework for Representation-based Subspace Clustering of Out-of-sample and Large-scale Data, IEEE Trans Neural Networks and Learning Systems 2016
22024-TPAMI-NEVER. Python
22015-AAAI-TRR. Robust Subspace Clustering via Thresholding Ridge Regression, AAAI15
22023-ICCV-CVCL. Python
12018-TIE-MMFA. Python
12018-AAAI-SC2Net. SC2Net: Sparse LSTMs for Sparse Coding, the 32th AAAI Conference on Artificial Intelligence (AAAI'18)
12020-AAAI-SMLN.
12015-KBS-LrrSPM. Fast Low-rank Representation based Spatial Pyramid Matching for Image Classification, KBS2015
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