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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

A Hybrid Egocentric Activity Anticipation Framework via Memory-Augmented Recurrent and One-Shot Representation Forecasting CVPR 2022
Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites CVPR 2022
M5Product: Self-Harmonized Contrastive Learning for E-Commercial Multi-Modal Pretraining CVPR 2022
Self-Supervised Global-Local Structure Modeling for Point Cloud Domain Adaptation With Reliable Voted Pseudo Labels CVPR 2022
ST++: Make Self-Training Work Better for Semi-Supervised Semantic Segmentation CVPR 2022
Robust Equivariant Imaging: A Fully Unsupervised Framework for Learning To Image From Noisy and Partial Measurements CVPR 2022
Self-Supervised Object Detection From Audio-Visual Correspondence CVPR 2022
Contrastive Learning for Space-Time Correspondence via Self-Cycle Consistency CVPR 2022
On the Importance of Asymmetry for Siamese Representation Learning CVPR 2022
All-in-One Image Restoration for Unknown Corruption CVPR 2022
PLAD: Learning To Infer Shape Programs With Pseudo-Labels and Approximate Distributions CVPR 2022
PNP: Robust Learning From Noisy Labels by Probabilistic Noise Prediction CVPR 2022
Learning To Listen: Modeling Non-Deterministic Dyadic Facial Motion CVPR 2022
Align Representations With Base: A New Approach to Self-Supervised Learning CVPR 2022
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
Learning To Anticipate Future With Dynamic Context Removal CVPR 2022
Learning With Neighbor Consistency for Noisy Labels CVPR 2022