Self-Supervised Learning

Curriculum-guided Hindsight Experience Replay NeurIPS 2019 CXPlain: Causal Explanations for Model Interpretation under Uncertainty NeurIPS 2019 Data-Distortion Guided Self-Distillation for Deep Neural Networks AAAI 2019 Data Parameters: A New Family of Parameters for Learning a Differentiable Curriculum NeurIPS 2019 DDFlow: Learning Optical Flow with Unlabeled Data Distillation AAAI 2019 Deep Appearance Maps ICCV 2019 Deep Exemplar-Based Video Colorization CVPR 2019 Deep Reinforcement Learning for Syntactic Error Repair in Student Programs AAAI 2019 Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization EMNLP 2019 Deep Self-Learning From Noisy Labels ICCV 2019 DeepUSPS: Deep Robust Unsupervised Saliency Prediction via Self-supervision NeurIPS 2019 Deliberate Attention Networks for Image Captioning AAAI 2019 Demo: Learning to Perceive Long-Range Obstacles Using Self-Supervision from Short-Range Sensors AAAI 2019 Detecting and Extracting of Adverse Drug Reaction Mentioning Tweets with Multi-Head Self Attention ACL 2019 Detecting cognitive impairments by agreeing on interpretations of linguistic features NAACL 2019 Detecting Robust Co-Saliency with Recurrent Co-Attention Neural Network IJCAI 2019 Detecting Topic-Oriented Speaker Stance in Conversational Speech Interspeech 2019 Direction-Aware Speaker Beam for Multi-Channel Speaker Extraction Interspeech 2019 Direct Modelling of Speech Emotion from Raw Speech Interspeech 2019 Discovering Visual Patterns in Art Collections With Spatially-Consistent Feature Learning CVPR 2019 Discovery of Useful Questions as Auxiliary Tasks NeurIPS 2019 Disentangled Representation Learning for Non-Parallel Text Style Transfer ACL 2019 Disentangling Style Factors from Speaker Representations Interspeech 2019 Distilling Translations with Visual Awareness ACL 2019 DistInit: Learning Video Representations Without a Single Labeled Video ICCV 2019