Semi-Supervised Learning

Temporal Common Sense Acquisition with Minimal Supervision ACL 2020 Temporal Positive-unlabeled Learning for Biomedical Hypothesis Generation via Risk Estimation NeurIPS 2020 Tensor Decompositions for Temporal Knowledge Base Completion ICLR 2020 Text Style Transfer via Learning Style Instance Supported Latent Space IJCAI 2020 The University of Helsinki and Aalto University submissions to the WMT 2020 news and low-resource translation tasks EMNLP 2020 “This is Houston. Say again, please”. The Behavox System for the Apollo-11 Fearless Steps Challenge (Phase II) Interspeech 2020 Time-Consistent Self-Supervision for Semi-Supervised Learning ICML 2020 To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging EMNLP 2020 To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks ACL 2020 Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons EMNLP 2020 Towards a Hierarchical Bayesian Model of Multi-View Anomaly Detection IJCAI 2020 Towards Discriminability and Diversity: Batch Nuclear-Norm Maximization Under Label Insufficient Situations CVPR 2020 Towards Low-Resource Semi-Supervised Dialogue Generation with Meta-Learning EMNLP 2020 Transfer Learning for Anomaly Detection through Localized and Unsupervised Instance Selection AAAI 2020 Transfer Learning of Articulatory Information Through Phone Information Interspeech 2020 TransMatch: A Transfer-Learning Scheme for Semi-Supervised Few-Shot Learning CVPR 2020 UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders CVPR 2020 Uncertainty Aware Graph Gaussian Process for Semi-Supervised Learning AAAI 2020 Uncertainty-aware Self-training for Few-shot Text Classification NeurIPS 2020 Uncertainty Aware Semi-Supervised Learning on Graph Data NeurIPS 2020 Understanding and Exploring the Network with Stochastic Architectures NeurIPS 2020 Understanding the Success of Graph-based Semi-Supervised Learning using Partially Labelled Stochastic Block Model IJCAI 2020 Unsupervised Clustering using Pseudo-semi-supervised Learning ICLR 2020 Unsupervised Data Augmentation for Consistency Training NeurIPS 2020 Unsupervised Semantic Aggregation and Deformable Template Matching for Semi-Supervised Learning NeurIPS 2020