Self-Supervised Learning

The Emergence of Objectness: Learning Zero-shot Segmentation from Videos NeurIPS 2021 The Flip Side of the Reweighted Coin: Duality of Adaptive Dropout and Regularization NeurIPS 2021 The functional specialization of visual cortex emerges from training parallel pathways with self-supervised predictive learning NeurIPS 2021 The Interplay of Task Success and Dialogue Quality: An in-depth Evaluation in Task-Oriented Visual Dialogues EACL 2021 The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates Interspeech 2021 The Lottery Tickets Hypothesis for Supervised and Self-Supervised Pre-Training in Computer Vision Models CVPR 2021 The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization ICCV 2021 Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data ICLR 2021 There Is More Than Meets the Eye: Self-Supervised Multi-Object Detection and Tracking With Sound by Distilling Multimodal Knowledge CVPR 2021 There Is No Turning Back: A Self-Supervised Approach for Reversibility-Aware Reinforcement Learning NeurIPS 2021 The Spatially-Correlative Loss for Various Image Translation Tasks CVPR 2021 The TAL System for the INTERSPEECH2021 Shared Task on Automatic Speech Recognition for Non-Native Childrens Speech Interspeech 2021 The Temporal Opportunist: Self-Supervised Multi-Frame Monocular Depth CVPR 2021 The Value-Improvement Path: Towards Better Representations for Reinforcement Learning AAAI 2021 The Way to My Heart Is Through Contrastive Learning: Remote Photoplethysmography From Unlabelled Video ICCV 2021 The Zero Resource Speech Challenge 2021: Spoken Language Modelling Interspeech 2021 Think Before You Speak: Learning to Generate Implicit Knowledge for Response Generation by Self-Talk EMNLP 2021 Three Ways To Improve Semantic Segmentation With Self-Supervised Depth Estimation CVPR 2021 Time-Aware Ancient Chinese Text Translation and Inference ACL 2021 Time-Equivariant Contrastive Video Representation Learning ICCV 2021 Time-Series Representation Learning via Temporal and Contextual Contrasting IJCAI 2021 Topic-Aware Multi-turn Dialogue Modeling AAAI 2021 Topic-Guided Abstractive Multi-Document Summarization EMNLP 2021 Topic Modeling for Maternal Health Using Reddit EACL 2021 Toward Diverse Precondition Generation ACL 2021