Self-Supervised Learning

Learning High Fidelity Depths of Dressed Humans by Watching Social Media Dance Videos CVPR 2021 Learning Implicit Temporal Alignment for Few-shot Video Classification IJCAI 2021 Learning Invariant Representations for Reinforcement Learning without Reconstruction ICLR 2021 Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Making by Reinforcement Learning NeurIPS 2021 Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis AAAI 2021 Learning Monocular 3D Reconstruction of Articulated Categories From Motion CVPR 2021 Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency AAAI 2021 Learning One Representation to Optimize All Rewards NeurIPS 2021 Learning Proofs of Motion Planning Infeasibility RSS 2021 Learning Realistic Human Reposing Using Cyclic Self-Supervision With 3D Shape, Pose, and Appearance Consistency ICCV 2021 Learning Robust Speech Representation with an Articulatory-Regularized Variational Autoencoder Interspeech 2021 Learning Self-Similarity in Space and Time As Generalized Motion for Video Action Recognition ICCV 2021 Learning Spatial-Semantic Relationship for Facial Attribute Recognition With Limited Labeled Data CVPR 2021 Learning State Representations from Random Deep Action-conditional Predictions NeurIPS 2021 Learning Stochastic Behaviour from Aggregate Data ICML 2021 Learning Subgoal Representations with Slow Dynamics ICLR 2021 Learning Target Candidate Association To Keep Track of What Not To Track ICCV 2021 Learning Temporal Dynamics From Cycles in Narrated Video ICCV 2021 Learning the Predictability of the Future CVPR 2021 Learning to Assimilate in Chaotic Dynamical Systems NeurIPS 2021 Learning To Discover Reflection Symmetry via Polar Matching Convolution ICCV 2021 Learning To Diversify for Single Domain Generalization ICCV 2021 Learning to Draw: Emergent Communication through Sketching NeurIPS 2021 Learning To Identify Correct 2D-2D Line Correspondences on Sphere CVPR 2021 Learning to Pre-train Graph Neural Networks AAAI 2021