Self-Supervised Learning

Neural Spatial Filter: Target Speaker Speech Separation Assisted with Directional Information Interspeech 2019 Neural Text Simplification of Clinical Letters with a Domain Specific Phrase Table ACL 2019 Neural Text Style Transfer via Denoising and Reranking NAACL 2019 News Article Teaser Tweets and How to Generate Them NAACL 2019 Next Sentence Prediction helps Implicit Discourse Relation Classification within and across Domains EMNLP 2019 NLNDE: Enhancing Neural Sequence Taggers with Attention and Noisy Channel for Robust Pharmacological Entity Detection EMNLP 2019 Noise2Self: Blind Denoising by Self-Supervision ICML 2019 Noise2Void - Learning Denoising From Single Noisy Images CVPR 2019 Non-Monotonic Sequential Text Generation ICML 2019 Occlusion-Net: 2D/3D Occluded Keypoint Localization Using Graph Networks CVPR 2019 OCGAN: One-Class Novelty Detection Using GANs With Constrained Latent Representations CVPR 2019 On Fenchel Mini-Max Learning NeurIPS 2019 On the Spatial and Temporal Influence for the Reconstruction of Magnetic Resonance Fingerprinting MIDL 2019 On the Utility of Learning about Humans for Human-AI Coordination NeurIPS 2019 Open Event Extraction from Online Text using a Generative Adversarial Network EMNLP 2019 pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference NAACL 2019 Perceive Where to Focus: Learning Visibility-Aware Part-Level Features for Partial Person Re-Identification CVPR 2019 Personalized Dialogue Response Generation Learned from Monologues Interspeech 2019 Personalized Peer Truth Serum for Eliciting Multi-Attribute Personal Data UAI 2019 Playgol: Learning Programs Through Play IJCAI 2019 Pluralistic Image Completion CVPR 2019 Predicting Discourse Structure using Distant Supervision from Sentiment EMNLP 2019 Predicting Historical Phonetic Features using Deep Neural Networks: A Case Study of the Phonetic System of Proto-Indo-European ACL 2019 Predicting the Leading Political Ideology of YouTube Channels Using Acoustic, Textual, and Metadata Information Interspeech 2019 PRNet: Self-Supervised Learning for Partial-to-Partial Registration NeurIPS 2019