Self-Supervised Learning

Generalizing Hand Segmentation in Egocentric Videos With Uncertainty-Guided Model Adaptation CVPR 2020 Generating Counter Narratives against Online Hate Speech: Data and Strategies ACL 2020 Generative-Discriminative Feature Representations for Open-Set Recognition CVPR 2020 Geometry-Driven Self-Supervised Method for 3D Human Pose Estimation AAAI 2020 Gradient-Aware Model-Based Policy Search AAAI 2020 Graph Contrastive Learning with Augmentations NeurIPS 2020 GraphTER: Unsupervised Learning of Graph Transformation Equivariant Representations via Auto-Encoding Node-Wise Transformations CVPR 2020 GTC: Guided Training of CTC towards Efficient and Accurate Scene Text Recognition AAAI 2020 Guiding Attention for Self-Supervised Learning with Transformers EMNLP 2020 HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training EMNLP 2020 Hide-and-Tell: Learning to Bridge Photo Streams for Visual Storytelling AAAI 2020 Hierarchical Pre-training for Sequence Labelling in Spoken Dialog EMNLP 2020 How recurrent networks implement contextual processing in sentiment analysis ICML 2020 How Useful Is Self-Supervised Pretraining for Visual Tasks? CVPR 2020 Human Synthesis and Scene Compositing AAAI 2020 Hybrid Emoji-Based Masked Language Models for Zero-Shot Abusive Language Detection EMNLP 2020 Improving Limited Labeled Dialogue State Tracking with Self-Supervision EMNLP 2020 Improving NMT via Filtered Back Translation AACL 2020 Improving Parallel Data Identification using Iteratively Refined Sentence Alignments and Bilingual Mappings of Pre-trained Language Models EMNLP 2020 Improving Transformer-Based Speech Recognition with Unsupervised Pre-Training and Multi-Task Semantic Knowledge Learning Interspeech 2020 InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs ICML 2020 Instance-Aware, Context-Focused, and Memory-Efficient Weakly Supervised Object Detection CVPR 2020 JAX MD: A Framework for Differentiable Physics NeurIPS 2020 Joint Commonsense and Relation Reasoning for Image and Video Captioning AAAI 2020 Joint Contrastive Learning with Infinite Possibilities NeurIPS 2020