Self-Supervised Learning

Dream to Generalize: Zero-Shot Model-Based Reinforcement Learning for Unseen Visual Distractions AAAI 2023 DropMAE: Masked Autoencoders With Spatial-Attention Dropout for Tracking Tasks CVPR 2023 DropMessage: Unifying Random Dropping for Graph Neural Networks AAAI 2023 DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions NeurIPS 2023 Dual Propagation: Accelerating Contrastive Hebbian Learning with Dyadic Neurons ICML 2023 DualRefine: Self-Supervised Depth and Pose Estimation Through Iterative Epipolar Sampling and Refinement Toward Equilibrium CVPR 2023 DUET: 2D Structured and Approximately Equivariant Representations ICML 2023 Dynamic Coarse-To-Fine Learning for Oriented Tiny Object Detection CVPR 2023 Dynamic Conceptional Contrastive Learning for Generalized Category Discovery CVPR 2023 Editable Image Geometric Abstraction via Neural Primitive Assembly ICCV 2023 Ego4D Goal-Step: Toward Hierarchical Understanding of Procedural Activities NeurIPS 2023 EgoDistill: Egocentric Head Motion Distillation for Efficient Video Understanding NeurIPS 2023 Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning AAAI 2023 EMR-MSF: Self-Supervised Recurrent Monocular Scene Flow Exploiting Ego-Motion Rigidity ICCV 2023 Enabling Unsupervised Neural Machine Translation with Word-level Visual Representations EMNLP 2023 Encoding Time-Series Explanations through Self-Supervised Model Behavior Consistency NeurIPS 2023 Enhancing Human Summaries for Question-Answer Generation in Education ACL 2023 Entropy-driven Unsupervised Keypoint Representation Learning in Videos ICML 2023 EquiMod: An Equivariance Module to Improve Visual Instance Discrimination ICLR 2023 ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming Languages ACL 2023 ESPT: A Self-Supervised Episodic Spatial Pretext Task for Improving Few-Shot Learning AAAI 2023 EVA: Exploring the Limits of Masked Visual Representation Learning at Scale CVPR 2023 Evaluate AMR Graph Similarity via Self-supervised Learning ACL 2023 Event Ontology Completion with Hierarchical Structure Evolution Networks EMNLP 2023 Evolved Part Masking for Self-Supervised Learning CVPR 2023