Self-Supervised Learning

Self-Supervised Multi-Level Face Model Learning for Monocular Reconstruction at Over 250 Hz CVPR 2018 Self-Training for Jointly Learning to Ask and Answer Questions NAACL 2018 Self-training improves Recurrent Neural Networks performance for Temporal Relation Extraction EMNLP 2018 Semantic Visual Localization CVPR 2018 SemEval 2018 Task 2: Multilingual Emoji Prediction SemEval 2018 Sense-Aware Neural Models for Pun Location in Texts ACL 2018 Sentiment Adaptive End-to-End Dialog Systems ACL 2018 Seq2Seq2Sentiment: Multimodal Sequence to Sequence Models for Sentiment Analysis ACL 2018 Singing Voice Phoneme Segmentation by Hierarchically Inferring Syllable and Phoneme Onset Positions Interspeech 2018 Single-channel Late Reverberation Power Spectral Density Estimation Using Denoising Autoencoders Interspeech 2018 Situated Mapping of Sequential Instructions to Actions with Single-step Reward Observation ACL 2018 Speaker-Follower Models for Vision-and-Language Navigation NeurIPS 2018 Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding ACL 2018 SSR-Net: A Compact Soft Stagewise Regression Network for Age Estimation IJCAI 2018 StackDRL: Stacked Deep Reinforcement Learning for Fine-grained Visual Categorization IJCAI 2018 Stochastic Answer Networks for Machine Reading Comprehension ACL 2018 Student-Teacher Learning for BLSTM Mask-based Speech Enhancement Interspeech 2018 Style Obfuscation by Invariance COLING 2018 Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis ICML 2018 Style Transfer Through Back-Translation ACL 2018 Symmetric Variational Autoencoder and Connections to Adversarial Learning AISTATS 2018 Teaching Machines to Ask Questions IJCAI 2018 Ternary Twitter Sentiment Classification with Distant Supervision and Sentiment-Specific Word Embeddings EMNLP 2018 The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats Interspeech 2018 Towards Controllable Story Generation NAACL 2018