Self-Supervised Learning

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 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 University of Edinburgh’s English-German and English-Hausa Submissions to the WMT21 News Translation Task EMNLP 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 Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets CVPR 2021 Towards Multi-Grained Explainability for Graph Neural Networks NeurIPS 2021 Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach NeurIPS 2021 Towards Robust Classification Model by Counterfactual and Invariant Data Generation CVPR 2021 Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? AAAI 2021 Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models EMNLP 2021 Track, Check, Repeat: An EM Approach to Unsupervised Tracking CVPR 2021 Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning AAAI 2021 Training Weakly Supervised Video Frame Interpolation With Events ICCV 2021 Translation Transformers Rediscover Inherent Data Domains EMNLP 2021 TravelNet: Self-Supervised Physically Plausible Hand Motion Learning From Monocular Color Images ICCV 2021 Tune-In: Training Under Negative Environments with Interference for Attention Networks Simulating Cocktail Party Effect AAAI 2021 Universal Sentence Representation Learning with Conditional Masked Language Model EMNLP 2021 Unlocking the Potential of Ordinary Classifier: Class-Specific Adversarial Erasing Framework for Weakly Supervised Semantic Segmentation ICCV 2021 UnrealPerson: An Adaptive Pipeline Towards Costless Person Re-Identification CVPR 2021 Unsupervised Acoustic Unit Discovery by Leveraging a Language-Independent Subword Discriminative Feature Representation Interspeech 2021