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Self-Supervised Learning

402 directly classified papers

Papers per year

Papers

Self-training with Few-shot Rationalization EMNLP 2021
Distilling Word Meaning in Context from Pre-trained Language Models EMNLP 2021
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding Learning EMNLP 2021
Re-entry Prediction for Online Conversations via Self-Supervised Learning EMNLP 2021
PLATO-KAG: Unsupervised Knowledge-Grounded Conversation via Joint Modeling EMNLP 2021
Diverse Distributions of Self-Supervised Tasks for Meta-Learning in NLP EMNLP 2021
Repurposing GANs for One-Shot Semantic Part Segmentation CVPR 2021
Pareto Self-Supervised Training for Few-Shot Learning CVPR 2021
Self-Supervised Geometric Perception CVPR 2021
CutPaste: Self-Supervised Learning for Anomaly Detection and Localization CVPR 2021
Memory-Guided Unsupervised Image-to-Image Translation CVPR 2021
Understanding the Behaviour of Contrastive Loss CVPR 2021
Unsupervised Object Detection With LIDAR Clues CVPR 2021
KeypointDeformer: Unsupervised 3D Keypoint Discovery for Shape Control CVPR 2021
Prototypical Cross-Domain Self-Supervised Learning for Few-Shot Unsupervised Domain Adaptation CVPR 2021
Partial Person Re-Identification With Part-Part Correspondence Learning CVPR 2021
Unsupervised Pre-Training for Person Re-Identification CVPR 2021
Progressive Stage-Wise Learning for Unsupervised Feature Representation Enhancement CVPR 2021
Unsupervised Human Pose Estimation Through Transforming Shape Templates CVPR 2021
Model-Based 3D Hand Reconstruction via Self-Supervised Learning CVPR 2021
3D Human Action Representation Learning via Cross-View Consistency Pursuit CVPR 2021
Unsupervised Visual Representation Learning by Tracking Patches in Video CVPR 2021
COMPLETER: Incomplete Multi-View Clustering via Contrastive Prediction CVPR 2021
Improving Unsupervised Commonsense Reasoning Using Knowledge-Enabled Natural Language Inference EMNLP 2021
Capturing document context inside sentence-level neural machine translation models with self-training EMNLP 2021