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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

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
Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling ACL 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
A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation ACL 2022
Learning To Anticipate Future With Dynamic Context Removal CVPR 2022