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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

Fine-Grained Object Classification via Self-Supervised Pose Alignment CVPR 2022
SimMIM: A Simple Framework for Masked Image Modeling CVPR 2022
Multi-Level Feature Learning for Contrastive Multi-View Clustering CVPR 2022
On PAC Learning Halfspaces in Non-interactive Local Privacy Model with Public Unlabeled Data ACML 2022
XMP-Font: Self-Supervised Cross-Modality Pre-Training for Few-Shot Font Generation CVPR 2022
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation CVPR 2022
UnweaveNet: Unweaving Activity Stories CVPR 2022
Self-Supervised Spatial Reasoning on Multi-View Line Drawings CVPR 2022
On the Importance of Asymmetry for Siamese Representation Learning CVPR 2022
Neighborhood-Adaptive Structure Augmented Metric Learning AAAI 2022
Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition ACL 2022
Escaping Feature Twist: A Variational Graph Auto-Encoder for Node Clustering IJCAI 2022
UDA-COPE: Unsupervised Domain Adaptation for Category-Level Object Pose Estimation CVPR 2022
Can Pretext-Based Self-Supervised Learning Be Boosted by Downstream Data? A Theoretical Analysis AISTATS 2022
Self-supervised Semantic-driven Phoneme Discovery for Zero-resource Speech Recognition ACL 2022
Learning Pixel Trajectories With Multiscale Contrastive Random Walks CVPR 2022
Automatic Speech Recognition and Query By Example for Creole Languages Documentation ACL 2022
Controlling Conditional Language Models without Catastrophic Forgetting ICML 2022
PoseTriplet: Co-Evolving 3D Human Pose Estimation, Imitation, and Hallucination Under Self-Supervision CVPR 2022
Mix and Localize: Localizing Sound Sources in Mixtures CVPR 2022
Locally Normalized Soft Contrastive Clustering for Compact Clusters IJCAI 2022
Unlabeled Data Help: Minimax Analysis and Adversarial Robustness AISTATS 2022
Align Representations With Base: A New Approach to Self-Supervised Learning CVPR 2022
Adaptive Meta-learner via Gradient Similarity for Few-shot Text Classification COLING 2022
SSL-Lanes: Self-Supervised Learning for Motion Forecasting in Autonomous Driving CORL 2022