Semi-Supervised Learning

FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling NeurIPS 2021 FLiText: A Faster and Lighter Semi-Supervised Text Classification with Convolution Networks EMNLP 2021 Framing Unpacked: A Semi-Supervised Interpretable Multi-View Model of Media Frames NAACL 2021 Fully Understanding Generic Objects: Modeling, Segmentation, and Reconstruction CVPR 2021 Fuzzy Clustering with Similarity Queries NeurIPS 2021 Generative Semi-supervised Learning for Multivariate Time Series Imputation AAAI 2021 GFST: Gender-Filtered Self-Training for More Accurate Gender in Translation EMNLP 2021 GigaSpeech: An Evolving, Multi-Domain ASR Corpus with 10,000 Hours of Transcribed Audio Interspeech 2021 Graph-BAS3Net: Boundary-Aware Semi-Supervised Segmentation Network With Bilateral Graph Convolution ICCV 2021 Graph-Based Label Propagation for Semi-Supervised Speaker Identification Interspeech 2021 Graph-based semi-supervised learning through the lens of safety UAI 2021 Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization ICML 2021 GraphMix: Improved Training of GNNs for Semi-Supervised Learning AAAI 2021 Grounding Consistency: Distilling Spatial Common Sense for Precise Visual Relationship Detection ICCV 2021 Guided Point Contrastive Learning for Semi-Supervised Point Cloud Semantic Segmentation ICCV 2021 Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification EMNLP 2021 Hierarchical Information Passing Based Noise-Tolerant Hybrid Learning for Semi-Supervised Human Parsing AAAI 2021 “Hold on honey, men at work”: A semi-supervised approach to detecting sexism in sitcoms ACL 2021 How to Save your Annotation Cost for Panoptic Segmentation? AAAI 2021 Humble Teachers Teach Better Students for Semi-Supervised Object Detection CVPR 2021 IITK@Detox at SemEval-2021 Task 5: Semi-Supervised Learning and Dice Loss for Toxic Spans Detection SemEval 2021 Image Change Captioning by Learning From an Auxiliary Task CVPR 2021 Improving Adversarial Robustness via Unlabeled Out-of-Domain Data AISTATS 2021 Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning EMNLP 2021 Improving Label Noise Robustness with Data Augmentation and Semi-Supervised Learning (Student Abstract) AAAI 2021