Self-Supervised Learning

Supervising the Transfer of Reasoning Patterns in VQA NeurIPS 2021 Switch Point biased Self-Training: Re-purposing Pretrained Models for Code-Switching EMNLP 2021 SynDistNet: Self-Supervised Monocular Fisheye Camera Distance Estimation Synergized With Semantic Segmentation for Autonomous Driving WACV 2021 Synthesize-It-Classifier: Learning a Generative Classifier Through Recurrent Self-Analysis CVPR 2021 Synthetic Expressions Are Better Than Real for Learning to Detect Facial Actions WACV 2021 TABBIE: Pretrained Representations of Tabular Data NAACL 2021 Tailoring: encoding inductive biases by optimizing unsupervised objectives at prediction time NeurIPS 2021 TAPAS at SemEval-2021 Task 9: Reasoning over tables with intermediate pre-training SemEval 2021 Task Programming: Learning Data Efficient Behavior Representations CVPR 2021 TAXOGAN: Hierarchical Network Representation Learning via Taxonomy Guided Generative Adversarial Networks (Extended Abstract) IJCAI 2021 Teacher-Student MixIT for Unsupervised and Semi-Supervised Speech Separation Interspeech 2021 Techniques for Symbol Grounding with SATNet NeurIPS 2021 TempNet: Online Semantic Segmentation on Large-Scale Point Cloud Series ICCV 2021 Temporal-Aware Self-Supervised Learning for 3D Hand Pose and Mesh Estimation in Videos WACV 2021 Temporal Context in Speech Emotion Recognition Interspeech 2021 Temporal Knowledge Consistency for Unsupervised Visual Representation Learning ICCV 2021 Temporal Relational Modeling with Self-Supervision for Action Segmentation AAAI 2021 TEMP: Taxonomy Expansion with Dynamic Margin Loss through Taxonomy-Paths EMNLP 2021 Tent: Fully Test-Time Adaptation by Entropy Minimization ICLR 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 The Animation Transformer: Visual Correspondence via Segment Matching ICCV 2021 The Benefit of Distraction: Denoising Camera-Based Physiological Measurements Using Inverse Attention ICCV 2021 The Boombox: Visual Reconstruction from Acoustic Vibrations CoRL 2021 The Emergence of Individuality ICML 2021