Self-Supervised Learning

HMPO: Human Motion Prediction in Occluded Environments for Safe Motion Planning RSS 2020 How much complexity does an RNN architecture need to learn syntax-sensitive dependencies? ACL 2020 How Should an Agent Practice? AAAI 2020 How to Ask Good Questions? Try to Leverage Paraphrases ACL 2020 How Useful Is Self-Supervised Pretraining for Visual Tasks? CVPR 2020 How well does surprisal explain N400 amplitude under different experimental conditions? CoNLL 2020 Human Consensus-Oriented Image Captioning IJCAI 2020 Identify Speakers in Cocktail Parties with End-to-End Attention Interspeech 2020 IGNITE: A Minimax Game Toward Learning Individual Treatment Effects from Networked Observational Data IJCAI 2020 Imitative Non-Autoregressive Modeling for Trajectory Forecasting and Imputation CVPR 2020 Improved Noisy Student Training for Automatic Speech Recognition Interspeech 2020 Improved Speech Representations with Multi-Target Autoregressive Predictive Coding ACL 2020 Improving AMR Parsing with Sequence-to-Sequence Pre-training EMNLP 2020 Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation EMNLP 2020 Improving Auto-Augment via Augmentation-Wise Weight Sharing NeurIPS 2020 Improving Disentangled Text Representation Learning with Information-Theoretic Guidance ACL 2020 Improving Joint Training of Inference Networks and Structured Prediction Energy Networks EMNLP 2020 Improving Limited Labeled Dialogue State Tracking with Self-Supervision EMNLP 2020 Improving Molecular Design by Stochastic Iterative Target Augmentation ICML 2020 Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention NeurIPS 2020 Improving Unsupervised Sparsespeech Acoustic Models with Categorical Reparameterization Interspeech 2020 Imputer: Sequence Modelling via Imputation and Dynamic Programming ICML 2020 Incorporating Behavioral Hypotheses for Query Generation EMNLP 2020 Inference Stage Optimization for Cross-scenario 3D Human Pose Estimation NeurIPS 2020 InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs ICML 2020