Self-Supervised Learning

Learning Descriptor Networks for 3D Shape Synthesis and Analysis CVPR 2018 Learning Intrinsic Image Decomposition From Watching the World CVPR 2018 Learning Longer-term Dependencies in RNNs with Auxiliary Losses ICML 2018 Learning Pose Specific Representations by Predicting Different Views CVPR 2018 Learning Sentiment Memories for Sentiment Modification without Parallel Data EMNLP 2018 Learning to Sketch With Shortcut Cycle Consistency CVPR 2018 LEGO: Learning Edge With Geometry All at Once by Watching Videos CVPR 2018 Multi-Level Structured Self-Attentions for Distantly Supervised Relation Extraction EMNLP 2018 Neural Nearest Neighbors Networks NeurIPS 2018 Noising and Denoising Natural Language: Diverse Backtranslation for Grammar Correction NAACL 2018 One-Shot Unsupervised Cross Domain Translation NeurIPS 2018 Playing hard exploration games by watching YouTube NeurIPS 2018 prDeep: Robust Phase Retrieval with a Flexible Deep Network ICML 2018 Put It Back: Entity Typing with Language Model Enhancement EMNLP 2018 Sampling Strategies in Siamese Networks for Unsupervised Speech Representation Learning Interspeech 2018 Self-Attentive Speaker Embeddings for Text-Independent Speaker Verification Interspeech 2018 Self-Supervised Deep Low-Rank Assignment Model for Prototype Selection IJCAI 2018 Self-Supervised Feature Learning by Learning to Spot Artifacts CVPR 2018 Self-Supervised Generation of Spatial Audio for 360° Video NeurIPS 2018 Self-Supervised Learning of Geometrically Stable Features Through Probabilistic Introspection CVPR 2018 Self-Supervised Multi-Level Face Model Learning for Monocular Reconstruction at Over 250 Hz CVPR 2018 Semi-supervised Cross-domain Visual Feature Learning for Audio-Visual Broadcast Speech Transcription Interspeech 2018 Semi-Supervised Sequence Modeling with Cross-View Training EMNLP 2018 SfSNet: Learning Shape, Reflectance and Illuminance of Faces `in the Wild' CVPR 2018 Shape From Shading Through Shape Evolution CVPR 2018