Self-Supervised Learning

Self-Supervised Meta-Learning for Few-Shot Natural Language Classification Tasks EMNLP 2020 Self-supervised Monocular Depth and Visual Odometry Learning with Scale-consistent Geometric Constraints IJCAI 2020 Self-Supervised Monocular Scene Flow Estimation CVPR 2020 Self-Supervised Monocular Trained Depth Estimation Using Self-Attention and Discrete Disparity Volume CVPR 2020 Self-Supervised MultiModal Versatile Networks NeurIPS 2020 Self-Supervised Object-in-Gripper Segmentation from Robotic Motions CoRL 2020 Self-Supervised Pre-Training with Acoustic Configurations for Replay Spoofing Detection Interspeech 2020 Self-Supervised Pretraining with DICOM metadata in Ultrasound Imaging MLHC 2020 Self-Supervised Relational Reasoning for Representation Learning NeurIPS 2020 Self-Supervised Relationship Probing NeurIPS 2020 Self-Supervised Representations Improve End-to-End Speech Translation Interspeech 2020 Self-Supervised Scene De-Occlusion CVPR 2020 Self-Supervised, Semi-Supervised, Multi-Context Learning for the Combined Classification and Segmentation of Medical Images (Student Abstract) AAAI 2020 Self-Supervised Spoofing Audio Detection Scheme Interspeech 2020 Self-Supervised Tuning for Few-Shot Segmentation IJCAI 2020 Self-Supervised Viewpoint Learning From Image Collections CVPR 2020 Self-Supervised Visual Representation Learning from Hierarchical Grouping NeurIPS 2020 Self-Trained Deep Ordinal Regression for End-to-End Video Anomaly Detection CVPR 2020 Self-Training for End-to-End Speech Translation Interspeech 2020 SelfVoxeLO: Self-supervised LiDAR Odometry with Voxel-based Deep Neural Networks CoRL 2020 Semantically-Aligned Universal Tree-Structured Solver for Math Word Problems EMNLP 2020 Semantically Driven Sentence Fusion: Modeling and Evaluation EMNLP 2020 Semantically-Guided Representation Learning for Self-Supervised Monocular Depth ICLR 2020 Semi-Supervised Semantic Segmentation With Cross-Consistency Training CVPR 2020 Sentiment and Emotion help Sarcasm? A Multi-task Learning Framework for Multi-Modal Sarcasm, Sentiment and Emotion Analysis ACL 2020