Self-Supervised Learning

Deterministic Decoding for Discrete Data in Variational Autoencoders AISTATS 2020 Dialogue Coherence Assessment Without Explicit Dialogue Act Labels ACL 2020 Dialog without Dialog Data: Learning Visual Dialog Agents from VQA Data NeurIPS 2020 Differentiable Feature Selection by Discrete Relaxation AISTATS 2020 Discriminative Sounding Objects Localization via Self-supervised Audiovisual Matching NeurIPS 2020 Disentangling Physical Dynamics From Unknown Factors for Unsupervised Video Prediction CVPR 2020 Disfluencies and Fine-Tuning Pre-Trained Language Models for Detection of Alzheimer’s Disease Interspeech 2020 Distance Metric Learning with Joint Representation Diversification ICML 2020 Distilled Semantics for Comprehensive Scene Understanding from Videos CVPR 2020 Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised Learning NeurIPS 2020 Diverse Image Generation via Self-Conditioned GANs CVPR 2020 Diverse Keyphrase Generation with Neural Unlikelihood Training COLING 2020 Diversifying Dialogue Generation with Non-Conversational Text ACL 2020 Diversify Question Generation with Continuous Content Selectors and Question Type Modeling EMNLP 2020 Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding ACL 2020 Domain Bridge for Unpaired Image-to-Image Translation and Unsupervised Domain Adaptation WACV 2020 Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation ICML 2020 Dual Stage Learning Based Dynamic Time-Frequency Mask Generation for Audio Event Classification Interspeech 2020 DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction With Deep T1 Prior CVPR 2020 DUNIT: Detection-Based Unsupervised Image-to-Image Translation CVPR 2020 DUTH at SemEval-2020 Task 11: BERT with Entity Mapping for Propaganda Classification SemEval 2020 Dynamics-Aware Embeddings ICLR 2020 ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction ACL 2020 Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models EMNLP 2020 Efficient and Information-Preserving Future Frame Prediction and Beyond ICLR 2020