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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

MERLOT Reserve: Neural Script Knowledge Through Vision and Language and Sound CVPR 2022
ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues CVPR 2022
Continual Predictive Learning From Videos CVPR 2022
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
Advancing High-Resolution Video-Language Representation With Large-Scale Video Transcriptions CVPR 2022
Cross Modal Retrieval With Querybank Normalisation CVPR 2022
Learning To Anticipate Future With Dynamic Context Removal CVPR 2022
Learning With Neighbor Consistency for Noisy Labels CVPR 2022
A Comprehensive Study of Image Classification Model Sensitivity to Foregrounds, Backgrounds, and Visual Attributes 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
Replacing Labeled Real-Image Datasets With Auto-Generated Contours CVPR 2022
Towards Discriminative Representation: Multi-View Trajectory Contrastive Learning for Online Multi-Object Tracking CVPR 2022
CETA: A Consensus Enhanced Training Approach for Denoising in Distantly Supervised Relation Extraction COLING 2022
Unsupervised Deraining: Where Contrastive Learning Meets Self-Similarity CVPR 2022
Masked Feature Prediction for Self-Supervised Visual Pre-Training 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