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self-supervised learning

3751 papers

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Also known as

ESSL DINO SSRL SSL OR NULL CSSL SSF SSID SS SSL MSSL GSSL SELF-SL SSLR SSCL CSL

Co-occurring keywords

representation learning (6174) contrastive learning (3979) transfer learning (5442) unsupervised learning (3255) graph neural network (3945) domain adaptation (4578) multimodal learning (4622) semantic segmentation (3179) depth estimation (1540) knowledge distillation (3680)

Papers

Self-Weighted Contrastive Learning among Multiple Views for Mitigating Representation Degeneration NIPS 2023
Towards Self-Interpretable Graph-Level Anomaly Detection NIPS 2023
Towards All-in-One Pre-Training via Maximizing Multi-Modal Mutual Information CVPR 2023
PATS: Patch Area Transportation With Subdivision for Local Feature Matching CVPR 2023
Boosting Video Object Segmentation via Space-Time Correspondence Learning CVPR 2023
Vid2Avatar: 3D Avatar Reconstruction From Videos in the Wild via Self-Supervised Scene Decomposition CVPR 2023
Correlational Image Modeling for Self-Supervised Visual Pre-Training CVPR 2023
Learning Interpretable Low-dimensional Representation via Physical Symmetry NIPS 2023
Learning Efficient Coding of Natural Images with Maximum Manifold Capacity Representations NIPS 2023
Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-Encoder NIPS 2023
Slimmed Asymmetrical Contrastive Learning and Cross Distillation for Lightweight Model Training NIPS 2023
Greatness in Simplicity: Unified Self-Cycle Consistency for Parser-Free Virtual Try-On NIPS 2023
Improving Self-supervised Molecular Representation Learning using Persistent Homology NIPS 2023
Factorized Contrastive Learning: Going Beyond Multi-view Redundancy NIPS 2023
Understanding Masked Autoencoders via Hierarchical Latent Variable Models CVPR 2023
Critical Learning Periods for Multisensory Integration in Deep Networks CVPR 2023
From Node Interaction To Hop Interaction: New Effective and Scalable Graph Learning Paradigm CVPR 2023
Can't Steal? Cont-Steal! Contrastive Stealing Attacks Against Image Encoders CVPR 2023
Self-Supervised Representation Learning for CAD CVPR 2023
Learning To Exploit Temporal Structure for Biomedical Vision-Language Processing CVPR 2023
Difficulty-Based Sampling for Debiased Contrastive Representation Learning CVPR 2023
Learning Decorrelated Representations Efficiently Using Fast Fourier Transform CVPR 2023
Non-Contrastive Learning Meets Language-Image Pre-Training CVPR 2023
Augmentation-Aware Self-Supervision for Data-Efficient GAN Training NIPS 2023
Implicit Contrastive Representation Learning with Guided Stop-gradient NIPS 2023