Self-Supervised Learning

Self-supervised Learning of Motion Capture NeurIPS 2017 Self-Supervised Learning of Visual Features Through Embedding Images Into Text Topic Spaces CVPR 2017 Self-Supervised Video Representation Learning With Odd-One-Out Networks CVPR 2017 Speaker2Vec: Unsupervised Learning and Adaptation of a Speaker Manifold Using Deep Neural Networks with an Evaluation on Speaker Segmentation Interspeech 2017 SPFTN: A Self-Paced Fine-Tuning Network for Segmenting Objects in Weakly Labelled Videos CVPR 2017 Tied Hidden Factors in Neural Networks for End-to-End Speaker Recognition Interspeech 2017 Unsupervised Learning of Deep Feature Representation for Clustering Egocentric Actions IJCAI 2017 Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm EMNLP 2017 A Holistic Approach to Cross-Channel Image Noise Modeling and Its Application to Image Denoising CVPR 2016 Anticipating Visual Representations From Unlabeled Video CVPR 2016 Augmentable Gamma Belief Networks JMLR 2016 Augmenting Supervised Neural Networks with Unsupervised Objectives for Large-scale Image Classification ICML 2016 Automatic Pronunciation Generation by Utilizing a Semi-Supervised Deep Neural Networks Interspeech 2016 DeepStereo: Learning to Predict New Views From the World's Imagery CVPR 2016 Dynamic Filter Networks NeurIPS 2016 End-To-End Learning of Action Detection From Frame Glimpses in Videos CVPR 2016 Improving Deep Neural Networks Based Speaker Verification Using Unlabeled Data Interspeech 2016 Just Look at the Image: Viewpoint-Specific Surface Normal Prediction for Improved Multi-View Reconstruction CVPR 2016 Learning Dense Correspondence via 3D-Guided Cycle Consistency CVPR 2016 Semi-supervised Word Sense Disambiguation with Neural Models COLING 2016 Single-Channel Multi-Speaker Separation Using Deep Clustering Interspeech 2016 Slow and Steady Feature Analysis: Higher Order Temporal Coherence in Video CVPR 2016 SoundNet: Learning Sound Representations from Unlabeled Video NeurIPS 2016 Using Self-Contradiction to Learn Confidence Measures in Stereo Vision CVPR 2016 Weakly-supervised text-to-speech alignment confidence measure COLING 2016