Self-Supervised Learning

Testing Database Engines via Pivoted Query Synthesis OSDI 2020 Test-Time Training with Self-Supervision for Generalization under Distribution Shifts ICML 2020 Text Classification Using Label Names Only: A Language Model Self-Training Approach EMNLP 2020 The Autoencoding Variational Autoencoder NeurIPS 2020 The Convolution Exponential and Generalized Sylvester Flows NeurIPS 2020 The Early Phase of Neural Network Training ICLR 2020 The Edge of Depth: Explicit Constraints Between Segmentation and Depth CVPR 2020 The EMPATHIC Framework for Task Learning from Implicit Human Feedback CoRL 2020 The Implicit and Explicit Regularization Effects of Dropout ICML 2020 The NITS-CNLP System for the Unsupervised MT Task at WMT 2020 EMNLP 2020 The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification EMNLP 2020 ``The Squawk Bot'': Joint Learning of Time Series and Text Data Modalities for Automated Financial Information Filtering IJCAI 2020 Third-Person Imitation Learning via Image Difference and Variational Discriminator Bottleneck (Student Abstract) AAAI 2020 Time-Consistent Self-Supervision for Semi-Supervised Learning ICML 2020 Time Flies: Animating a Still Image With Time-Lapse Video As Reference CVPR 2020 Timeseries Anomaly Detection using Temporal Hierarchical One-Class Network NeurIPS 2020 TNT: Text Normalization based Pre-training of Transformers for Content Moderation EMNLP 2020 To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging EMNLP 2020 Token Drop mechanism for Neural Machine Translation COLING 2020 Toward Interactive Self-Annotation For Video Object Bounding Box: Recurrent Self-Learning And Hierarchical Annotation Based Framework WACV 2020 Towards automatically generating Questions under Discussion to link information and discourse structure COLING 2020 Towards Conversational Recommendation over Multi-Type Dialogs ACL 2020 Towards Learning a Universal Non-Semantic Representation of Speech Interspeech 2020 Towards Omni-Supervised Face Alignment for Large Scale Unlabeled Videos AAAI 2020 Towards Robotic Assembly by Predicting Robust, Precise and Task-oriented Grasps CoRL 2020