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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

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
Multilingual unsupervised sequence segmentation transfers to extremely low-resource languages ACL 2022
Imposing Consistency for Optical Flow Estimation CVPR 2022
Automatic Synthesis of Diverse Weak Supervision Sources for Behavior Analysis CVPR 2022
Learning To Anticipate Future With Dynamic Context Removal CVPR 2022
Do self-supervised speech models develop human-like perception biases? ACL 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
Weighted self Distillation for Chinese word segmentation ACL 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
EICO: Improving Few-Shot Text Classification via Explicit and Implicit Consistency Regularization ACL 2022
On Learning Contrastive Representations for Learning With Noisy Labels CVPR 2022
Focus on the Action: Learning to Highlight and Summarize Jointly for Email To-Do Items Summarization ACL 2022
Improving Commonsense Contingent Reasoning by Pseudo-data and Its Application to the Related Tasks COLING 2022
TRUE: Re-evaluating Factual Consistency Evaluation ACL 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