Self-Supervised Learning

Leveraging Writing Systems Change for Deep Learning Based Chinese Emotion Analysis EMNLP 2018 Lexicosyntactic Inference in Neural Models EMNLP 2018 Listen, Think and Listen Again: Capturing Top-down Auditory Attention for Speaker-independent Speech Separation IJCAI 2018 Low-Shot Learning From Imaginary Data CVPR 2018 Mind the Gap: Data Enrichment in Dependency Parsing of Elliptical Constructions EMNLP 2018 Mining Multimodal Repositories for Speech Affecting Diseases Interspeech 2018 Mining on Manifolds: Metric Learning Without Labels CVPR 2018 MoCoGAN: Decomposing Motion and Content for Video Generation CVPR 2018 Modeling Naive Psychology of Characters in Simple Commonsense Stories ACL 2018 Multi-Layered Gradient Boosting Decision Trees NeurIPS 2018 Multi-Level Policy and Reward Reinforcement Learning for Image Captioning IJCAI 2018 Multimodal Prediction and Personalization of Photo Edits with Deep Generative Models AISTATS 2018 Multi-talker Speech Separation Based on Permutation Invariant Training and Beamforming Interspeech 2018 Multivariate Time Series Imputation with Generative Adversarial Networks NeurIPS 2018 Multi-View Consistency as Supervisory Signal for Learning Shape and Pose Prediction CVPR 2018 NAG: Network for Adversary Generation CVPR 2018 NetGAN: Generating Graphs via Random Walks ICML 2018 Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering ACL 2018 Neural Dynamic Programming for Musical Self Similarity ICML 2018 Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples ICLR 2018 Neural Language Modeling by Jointly Learning Syntax and Lexicon ICLR 2018 Neural Metaphor Detecting with CNN-LSTM Model NAACL 2018 Neural Related Work Summarization with a Joint Context-driven Attention Mechanism EMNLP 2018 NICT Self-Training Approach to Neural Machine Translation at NMT-2018 ACL 2018 Noise2Noise: Learning Image Restoration without Clean Data ICML 2018