self-supervised learning

Temporal Relational Modeling with Self-Supervision for Action Segmentation AAAI 2021 TEMP: Taxonomy Expansion with Dynamic Margin Loss through Taxonomy-Paths EMNLP 2021 Test-Time Fast Adaptation for Dynamic Scene Deblurring via Meta-Auxiliary Learning CVPR 2021 Test-Time Personalization with a Transformer for Human Pose Estimation NeurIPS 2021 Text-Free Image-to-Speech Synthesis Using Learned Segmental Units ACL 2021 The Animation Transformer: Visual Correspondence via Segment Matching ICCV 2021 The Emergence of Objectness: Learning Zero-shot Segmentation from Videos NeurIPS 2021 The functional specialization of visual cortex emerges from training parallel pathways with self-supervised predictive learning NeurIPS 2021 The Lottery Tickets Hypothesis for Supervised and Self-Supervised Pre-Training in Computer Vision Models CVPR 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 Way to My Heart Is Through Contrastive Learning: Remote Photoplethysmography From Unlabelled Video ICCV 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-Equivariant Contrastive Video Representation Learning ICCV 2021 Time-Series Representation Learning via Temporal and Contextual Contrasting IJCAI 2021 Towards Domain-Agnostic Contrastive Learning ICML 2021 Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis ICLR 2021 Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets CVPR 2021 Towards High Fidelity Monocular Face Reconstruction With Rich Reflectance Using Self-Supervised Learning and Ray Tracing ICCV 2021 Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach NeurIPS 2021 Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? AAAI 2021