Self-Supervised Learning

Data-Efficient Reinforcement Learning with Self-Predictive Representations ICLR 2021 Distilling Localization for Self-Supervised Representation Learning AAAI 2021 Mathematical Reasoning via Self-supervised Skip-tree Training ICLR 2021 Model-Based Visual Planning with Self-Supervised Functional Distances ICLR 2021 Pedestrian and Ego-Vehicle Trajectory Prediction From Monocular Camera CVPR 2021 Robust Transfer Learning with Pretrained Language Models through Adapters ACL 2021 SEAL: Self-supervised Embodied Active Learning using Exploration and 3D Consistency NeurIPS 2021 SeCo: Exploring Sequence Supervision for Unsupervised Representation Learning AAAI 2021 Self-Supervised Learning of Long-Horizon Manipulation Tasks with Finite-State Task Machines L4DC 2021 Self-supervised Multi-view Stereo via Effective Co-Segmentation and Data-Augmentation AAAI 2021 Self-Supervised Policy Adaptation during Deployment ICLR 2021 SUPERB: Speech Processing Universal PERformance Benchmark Interspeech 2021 TravelNet: Self-Supervised Physically Plausible Hand Motion Learning From Monocular Color Images ICCV 2021 Whitening for Self-Supervised Representation Learning ICML 2021 COVID-19 Surveillance through Twitter using Self-Supervised and Few Shot Learning EMNLP 2020 Hierarchically Organized Latent Modules for Exploratory Search in Morphogenetic Systems NeurIPS 2020 Learning Compound Tasks without Task-specific Knowledge via Imitation and Self-supervised Learning ICML 2020 Planning to Explore via Self-Supervised World Models ICML 2020 Self-Learning With Rectification Strategy for Human Parsing CVPR 2020 Self-Supervised Domain-Aware Generative Network for Generalized Zero-Shot Learning CVPR 2020 Self-supervised Label Augmentation via Input Transformations ICML 2020 The Zero Resource Speech Challenge 2020: Discovering Discrete Subword and Word Units Interspeech 2020 Tracklet Self-Supervised Learning for Unsupervised Person Re-Identification AAAI 2020 Vision-Language Navigation With Self-Supervised Auxiliary Reasoning Tasks CVPR 2020 Demo: Learning to Perceive Long-Range Obstacles Using Self-Supervision from Short-Range Sensors AAAI 2019