Self-Supervised Learning

Automatically Discovering and Learning New Visual Categories with Ranking Statistics ICLR 2020 Automatic Shortcut Removal for Self-Supervised Representation Learning ICML 2020 Autoregressive Affective Language Forecasting: A Self-Supervised Task COLING 2020 Auxiliary Tasks Speed Up Learning Point Goal Navigation CoRL 2020 A Variational Point Process Model for Social Event Sequences AAAI 2020 Being neighbourly: Neural metaphor identification in discourse ACL 2020 BERTering RAMS: What and How Much does BERT Already Know About Event Arguments? - A Study on the RAMS Dataset EMNLP 2020 BERT-QE: Contextualized Query Expansion for Document Re-ranking EMNLP 2020 Better Long-Range Dependency By Bootstrapping A Mutual Information Regularizer AISTATS 2020 Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog Evaluation ACL 2020 Bidirectional Graph Reasoning Network for Panoptic Segmentation CVPR 2020 Big Self-Supervised Models are Strong Semi-Supervised Learners NeurIPS 2020 Bio-Inspired Hashing for Unsupervised Similarity Search ICML 2020 Biologically Plausible Sequence Learning with Spiking Neural Networks AAAI 2020 Blindly Assess Image Quality in the Wild Guided by a Self-Adaptive Hyper Network CVPR 2020 Blind Video Temporal Consistency via Deep Video Prior NeurIPS 2020 Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning ICML 2020 Bootstrapping Techniques for Polysynthetic Morphological Analysis ACL 2020 Bootstrap Your Own Latent - A New Approach to Self-Supervised Learning NeurIPS 2020 CASE: Context-Aware Semantic Expansion AAAI 2020 Causal Discovery from Soft Interventions with Unknown Targets: Characterization and Learning NeurIPS 2020 CDIMC-net: Cognitive Deep Incomplete Multi-view Clustering Network IJCAI 2020 Centering-based Neural Coherence Modeling with Hierarchical Discourse Segments EMNLP 2020 Charting the Right Manifold: Manifold Mixup for Few-shot Learning WACV 2020 ChromaGAN: Adversarial Picture Colorization with Semantic Class Distribution WACV 2020