Self-Supervised Learning

Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning​ NeurIPS 2020 PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization ICML 2020 Permutation Invariant Graph Generation via Score-Based Generative Modeling AISTATS 2020 Picking Winning Tickets Before Training by Preserving Gradient Flow ICLR 2020 PIQA: Reasoning about Physical Commonsense in Natural Language AAAI 2020 Plan2Vec: Unsupervised Representation Learning by Latent Plans L4DC 2020 Plan ahead: Self-Supervised Text Planning for Paragraph Completion Task EMNLP 2020 Planning to Explore via Self-Supervised World Models ICML 2020 Pointwise Paraphrase Appraisal is Potentially Problematic ACL 2020 Policy Improvement via Imitation of Multiple Oracles NeurIPS 2020 Poly-encoders: Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring ICLR 2020 POMO: Policy Optimization with Multiple Optima for Reinforcement Learning NeurIPS 2020 Predictive Sampling with Forecasting Autoregressive Models ICML 2020 Pretrained Semantic Speech Embeddings for End-to-End Spoken Language Understanding via Cross-Modal Teacher-Student Learning Interspeech 2020 Pretrained Transformers Improve Out-of-Distribution Robustness ACL 2020 Pre-training Mention Representations in Coreference Models EMNLP 2020 Pre-training via Paraphrasing NeurIPS 2020 Priorless Recurrent Networks Learn Curiously COLING 2020 Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order ACL 2020 Probing Brain Activation Patterns by Dissociating Semantics and Syntax in Sentences AAAI 2020 Probing Emergent Semantics in Predictive Agents via Question Answering ICML 2020 Pronunciation Erroneous Tendency Detection with Language Adversarial Represent Learning Interspeech 2020 Prophet Attention: Predicting Attention with Future Attention NeurIPS 2020 Provably Efficient Exploration for Reinforcement Learning Using Unsupervised Learning NeurIPS 2020 PsuedoProp at SemEval-2020 Task 11: Propaganda Span Detection Using BERT-CRF and Ensemble Sentence Level Classifier SemEval 2020