Self-Supervised Learning

TraVeLGAN: Image-To-Image Translation by Transformation Vector Learning CVPR 2019 Tree Transformer: Integrating Tree Structures into Self-Attention EMNLP 2019 UER: An Open-Source Toolkit for Pre-training Models EMNLP 2019 Unsupervised 3D Pose Estimation With Geometric Self-Supervision CVPR 2019 Unsupervised Cross-Lingual Representation Learning ACL 2019 Unsupervised Cross-Spectral Stereo Matching by Learning to Synthesize AAAI 2019 Unsupervised Curricula for Visual Meta-Reinforcement Learning NeurIPS 2019 Unsupervised Question Answering for Fact-Checking EMNLP 2019 Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition Interspeech 2019 Unsupervised Scalable Representation Learning for Multivariate Time Series NeurIPS 2019 Unsupervised Scale-consistent Depth and Ego-motion Learning from Monocular Video NeurIPS 2019 Using Self-Supervised Learning Can Improve Model Robustness and Uncertainty NeurIPS 2019 Video Action Transformer Network CVPR 2019 Video Summarization by Learning From Unpaired Data CVPR 2019 Visual Concept-Metaconcept Learning NeurIPS 2019 Visually Grounded Neural Syntax Acquisition ACL 2019 Visual Sequence Learning in Hierarchical Prediction Networks and Primate Visual Cortex NeurIPS 2019 Weakly-Supervised Discovery of Geometry-Aware Representation for 3D Human Pose Estimation CVPR 2019 World From Blur CVPR 2019 You Reap What You Sow: Using Videos to Generate High Precision Object Proposals for Weakly-Supervised Object Detection CVPR 2019 A Deep Identity Representation for Noise Robust Spoofing Detection Interspeech 2018 An Unsupervised Neural Prediction Framework for Learning Speaker Embeddings Using Recurrent Neural Networks Interspeech 2018 Automatic Question Detection from Acoustic and Phonetic Features Using Feature-wise Pre-training Interspeech 2018 Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation EMNLP 2018 Boosting Self-Supervised Learning via Knowledge Transfer CVPR 2018