Self-Supervised Learning

Two Generator Game: Learning to Sample via Linear Goodness-of-Fit Test NeurIPS 2019 Two Stream Networks for Self-Supervised Ego-Motion Estimation CoRL 2019 UER: An Open-Source Toolkit for Pre-training Models EMNLP 2019 Understanding Straight-Through Estimator in Training Activation Quantized Neural Nets ICLR 2019 Unsupervised 3D Pose Estimation With Geometric Self-Supervision CVPR 2019 Unsupervised Cross-Spectral Stereo Matching by Learning to Synthesize AAAI 2019 Unsupervised Curricula for Visual Meta-Reinforcement Learning NeurIPS 2019 Unsupervised Multi-Task Feature Learning on Point Clouds ICCV 2019 Unsupervised Neural Machine Translation with Future Rewarding CoNLL 2019 Unsupervised Pre-Training of Image Features on Non-Curated Data ICCV 2019 Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition Interspeech 2019 Unsupervised Visuomotor Control through Distributional Planning Networks RSS 2019 Using a Manifold Vocoder for Spectral Voice and Style Conversion Interspeech 2019 Using Natural Language for Reward Shaping in Reinforcement Learning IJCAI 2019 Using Self-Supervised Learning Can Improve Model Robustness and Uncertainty NeurIPS 2019 Using Semantic Similarity as Reward for Reinforcement Learning in Sentence Generation ACL 2019 VideoBERT: A Joint Model for Video and Language Representation Learning ICCV 2019 Vision-Infused Deep Audio Inpainting ICCV 2019 Wasserstein Dependency Measure for Representation Learning NeurIPS 2019 wav2vec: Unsupervised Pre-Training for Speech Recognition Interspeech 2019 Wetin dey with these comments? Modeling Sociolinguistic Factors Affecting Code-switching Behavior in Nigerian Online Discussions ACL 2019 What and Where the Themes Dominate in Image AAAI 2019 “When Numbers Matter!”: Detecting Sarcasm in Numerical Portions of Text NAACL 2019 Where's Wally Now? Deep Generative and Discriminative Embeddings for Novelty Detection CVPR 2019 Which Ones Are Speaking? Speaker-Inferred Model for Multi-Talker Speech Separation Interspeech 2019