Semi-Supervised Learning

Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation EMNLP 2020 DeepAlerts: Deep Learning Based Multi-Horizon Alerts for Clinical Deterioration on Oncology Hospital Wards AAAI 2020 DeepDeform: Learning Non-Rigid RGB-D Reconstruction With Semi-Supervised Data CVPR 2020 Deep Graph Pose: a semi-supervised deep graphical model for improved animal pose tracking NeurIPS 2020 Deep Semi-Supervised Anomaly Detection ICLR 2020 Delving into the Cyclic Mechanism in Semi-supervised Video Object Segmentation NeurIPS 2020 Density-Aware Graph for Deep Semi-Supervised Visual Recognition CVPR 2020 Designing Precise and Robust Dialogue Response Evaluators ACL 2020 Difference-Seeking Generative Adversarial Network--Unseen Sample Generation ICLR 2020 DIPNet: Dynamic Identity Propagation Network for Video Object Segmentation WACV 2020 Discriminating Cognitive Disequilibrium and Flow in Problem Solving: A Semi-Supervised Approach Using Involuntary Dynamic Behavioral Signals AAAI 2020 Disentangling Factors of Variations Using Few Labels ICLR 2020 Distilling Knowledge from Well-Informed Soft Labels for Neural Relation Extraction AAAI 2020 Distributed Minimum Error Entropy Algorithms JMLR 2020 Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised Learning NeurIPS 2020 DivideMix: Learning with Noisy Labels as Semi-supervised Learning ICLR 2020 DocBank: A Benchmark Dataset for Document Layout Analysis COLING 2020 Don’t Neglect the Obvious: On the Role of Unambiguous Words in Word Sense Disambiguation EMNLP 2020 DPGN: Distribution Propagation Graph Network for Few-Shot Learning CVPR 2020 Dual Reconstruction: a Unifying Objective for Semi-Supervised Neural Machine Translation EMNLP 2020 Dual Relation Semi-Supervised Multi-Label Learning AAAI 2020 DualTKB: A Dual Learning Bridge between Text and Knowledge Base EMNLP 2020 Dynamical Distance Learning for Semi-Supervised and Unsupervised Skill Discovery ICLR 2020 Dynamically Updating Event Representations for Temporal Relation Classification with Multi-category Learning EMNLP 2020 Dynamic Sampling Strategies for Multi-Task Reading Comprehension ACL 2020