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self-supervised learning

3777 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6206) contrastive learning (4032) transfer learning (5449) unsupervised learning (3264) graph neural network (3962) domain adaptation (4595) multimodal learning (4645) semantic segmentation (3186) depth estimation (1542) knowledge distillation (3725)

Papers

Self-Supervised Spatiotemporal Representation Learning by Exploiting Video Continuity AAAI 2022
SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-trained Siamese Transformers AAAI 2022
Can Vision Transformers Learn without Natural Images? AAAI 2022
Un-mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning AAAI 2022
Self-Supervised Object Localization with Joint Graph Partition AAAI 2022
Improving 360 Monocular Depth Estimation via Non-local Dense Prediction Transformer and Joint Supervised and Self-Supervised Learning AAAI 2022
Suppressing Static Visual Cues via Normalizing Flows for Self-Supervised Video Representation Learning AAAI 2022
Contrastive Spatio-Temporal Pretext Learning for Self-Supervised Video Representation AAAI 2022
Self-Supervised Pretraining for RGB-D Salient Object Detection AAAI 2022
A Self-Supervised Mixed-Curvature Graph Neural Network AAAI 2022
Defending Graph Convolutional Networks against Dynamic Graph Perturbations via Bayesian Self-Supervision AAAI 2022
SSAST: Self-Supervised Audio Spectrogram Transformer AAAI 2022
A Tale of Color Variants: Representation and Self-Supervised Learning in Fashion E-commerce AAAI 2022
MBGRLp: Multiscale Bootstrap Graph Representation Learning on Pointcloud (Student Abstract) AAAI 2022
Masking Modalities for Cross-Modal Video Retrieval WACV 2022
From Video to Images: Contrastive Pretraining for Emotion Recognition from Single Image (Student Abstract) AAAI 2022
Augmentation-Free Self-Supervised Learning on Graphs AAAI 2022
Molecular Contrastive Learning with Chemical Element Knowledge Graph AAAI 2022
Task-Level Self-Supervision for Cross-Domain Few-Shot Learning AAAI 2022
Self-Labeling Framework for Novel Category Discovery over Domains AAAI 2022
A Random CNN Sees Objects: One Inductive Bias of CNN and Its Applications AAAI 2022
Deep Confidence Guided Distance for 3D Partial Shape Registration AAAI 2022
Self-Supervised Robust Scene Flow Estimation via the Alignment of Probability Density Functions AAAI 2022
Multi-Modal Perception Attention Network with Self-Supervised Learning for Audio-Visual Speaker Tracking AAAI 2022
A Causal Debiasing Framework for Unsupervised Salient Object Detection AAAI 2022