Semi-Supervised Learning

Unsupervised Sound Separation Using Mixture Invariant Training NeurIPS 2020 Variational Imitation Learning with Diverse-quality Demonstrations ICML 2020 Verb Class Induction with Partial Supervision AAAI 2020 Video Object Segmentation with Adaptive Feature Bank and Uncertain-Region Refinement NeurIPS 2020 VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain NeurIPS 2020 VoiceID on the Fly: A Speaker Recognition System that Learns from Scratch Interspeech 2020 WCP: Worst-Case Perturbations for Semi-Supervised Deep Learning CVPR 2020 Weakly- and Semi-supervised Evidence Extraction EMNLP 2020 With More Contexts Comes Better Performance: Contextualized Sense Embeddings for All-Round Word Sense Disambiguation EMNLP 2020 WMD at SemEval-2020 Tasks 7 and 11: Assessing Humor and Propaganda Using Unsupervised Data Augmentation SemEval 2020 XSYSIGMA at SemEval-2020 Task 7: Method for Predicting Headlines’ Humor Based on Auxiliary Sentences with EI-BERT SemEval 2020 3D Human Pose Estimation in Video With Temporal Convolutions and Semi-Supervised Training CVPR 2019 Acoustic Model Bootstrapping Using Semi-Supervised Learning Interspeech 2019 ActiveHNE: Active Heterogeneous Network Embedding IJCAI 2019 Active Learning via Membership Query Synthesis for Semi-Supervised Sentence Classification CoNLL 2019 Active Sampling for Open-Set Classification without Initial Annotation AAAI 2019 Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation NAACL 2019 AddGraph: Anomaly Detection in Dynamic Graph Using Attention-based Temporal GCN IJCAI 2019 Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering EMNLP 2019 AffinityNet: Semi-Supervised Few-Shot Learning for Disease Type Prediction AAAI 2019 A Flexible Generative Framework for Graph-based Semi-supervised Learning NeurIPS 2019 A framework for streamlined statistical prediction using topic models NAACL 2019 Aggregation via Separation: Boosting Facial Landmark Detector With Semi-Supervised Style Translation ICCV 2019 Almost Unsupervised Text to Speech and Automatic Speech Recognition ICML 2019 Analysis of Automatic Annotation Suggestions for Hard Discourse-Level Tasks in Expert Domains ACL 2019