Self-Supervised Learning

Single View Stereo Matching CVPR 2018 Smooth Neighbors on Teacher Graphs for Semi-Supervised Learning CVPR 2018 StackDRL: Stacked Deep Reinforcement Learning for Fine-grained Visual Categorization IJCAI 2018 Towards Human-Machine Cooperation: Self-Supervised Sample Mining for Object Detection CVPR 2018 Training deep learning based denoisers without ground truth data NeurIPS 2018 Understanding Back-Translation at Scale EMNLP 2018 Unspeech: Unsupervised Speech Context Embeddings Interspeech 2018 Visual Reinforcement Learning with Imagined Goals NeurIPS 2018 “Zero-Shot” Super-Resolution Using Deep Internal Learning CVPR 2018 Active Learning for Black-Box Semantic Role Labeling with Neural Factors IJCAI 2017 Are Emojis Predictable? EACL 2017 Colorization as a Proxy Task for Visual Understanding CVPR 2017 Concrete Dropout NeurIPS 2017 CTC Training of Multi-Phone Acoustic Models for Speech Recognition Interspeech 2017 Deep Video Deblurring for Hand-Held Cameras CVPR 2017 Elastic Shape-From-Template With Spatially Sparse Deforming Forces CVPR 2017 Fine-Grained Entity Type Classification by Jointly Learning Representations and Label Embeddings EACL 2017 Global Syllable Vectors for Building TTS Front-End with Deep Learning Interspeech 2017 Large-scale Opinion Relation Extraction with Distantly Supervised Neural Network EACL 2017 LSTM Self-Supervision for Detailed Behavior Analysis CVPR 2017 Modeling Hebb Learning Rule for Unsupervised Learning IJCAI 2017 Nonsymbolic Text Representation EACL 2017 PRUNE: Preserving Proximity and Global Ranking for Network Embedding NeurIPS 2017 Segmentation-Free Word Embedding for Unsegmented Languages EMNLP 2017 Self-Supervised Intrinsic Image Decomposition NeurIPS 2017