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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

A Proposal-Based Paradigm for Self-Supervised Sound Source Localization in Videos CVPR 2022
Video Swin Transformer CVPR 2022
Frame-Wise Action Representations for Long Videos via Sequence Contrastive Learning CVPR 2022
Self-Supervised Spatial Reasoning on Multi-View Line Drawings CVPR 2022
Rethinking Minimal Sufficient Representation in Contrastive Learning CVPR 2022
Imposing Consistency for Optical Flow Estimation CVPR 2022
Learning To Anticipate Future With Dynamic Context Removal CVPR 2022
Learning With Neighbor Consistency for Noisy Labels CVPR 2022
Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks CVPR 2022
Contrastive Learning for Unsupervised Video Highlight Detection CVPR 2022
Multi-Modal Alignment Using Representation Codebook CVPR 2022
Towards Discriminative Representation: Multi-View Trajectory Contrastive Learning for Online Multi-Object Tracking CVPR 2022
Unsupervised Deraining: Where Contrastive Learning Meets Self-Similarity CVPR 2022
On Learning Contrastive Representations for Learning With Noisy Labels CVPR 2022
Improving Commonsense Contingent Reasoning by Pseudo-data and Its Application to the Related Tasks COLING 2022
Perturbed and Strict Mean Teachers for Semi-Supervised Semantic Segmentation CVPR 2022
Mix and Localize: Localizing Sound Sources in Mixtures CVPR 2022
Harmony: A Generic Unsupervised Approach for Disentangling Semantic Content From Parameterized Transformations CVPR 2022
Large-Scale Pre-Training for Person Re-Identification With Noisy Labels CVPR 2022
Deformable Sprites for Unsupervised Video Decomposition CVPR 2022
Directional Self-Supervised Learning for Heavy Image Augmentations CVPR 2022
Learning Program Representations for Food Images and Cooking Recipes CVPR 2022
Towards Multi-Domain Single Image Dehazing via Test-Time Training CVPR 2022
Self-Supervised Neural Articulated Shape and Appearance Models CVPR 2022
Cross-Architecture Self-Supervised Video Representation Learning CVPR 2022