Semi-Supervised Learning

A Theoretical Characterization of Semi-supervised Learning with Self-training for Gaussian Mixture Models AISTATS 2021 A Theory of Label Propagation for Subpopulation Shift ICML 2021 ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Image Segmentation CVPR 2021 Augmentation Strategies for Learning With Noisy Labels CVPR 2021 Augmented Partial Mutual Learning with Frame Masking for Video Captioning AAAI 2021 Author Homepage Discovery in CiteSeerX AAAI 2021 Automated Cross-prompt Scoring of Essay Traits AAAI 2021 Automatic Classification of Neutralization Techniques in the Narrative of Climate Change Scepticism NAACL 2021 Automatic Translation of Music-to-Dance for In-Game Characters IJCAI 2021 Bandits with partially observable confounded data UAI 2021 Bayesian Text Classification and Summarization via A Class-Specified Topic Model JMLR 2021 Best of Both Worlds: Robust Accented Speech Recognition with Adversarial Transfer Learning Interspeech 2021 Binary Classification from Multiple Unlabeled Datasets via Surrogate Set Classification ICML 2021 C3-SemiSeg: Contrastive Semi-Supervised Segmentation via Cross-Set Learning and Dynamic Class-Balancing ICCV 2021 Can vectors read minds better than experts? Comparing data augmentation strategies for the automated scoring of children’s mindreading ability ACL 2021 CATE: A Contrastive Pre-trained Model for Metaphor Detection with Semi-supervised Learning EMNLP 2021 Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP EMNLP 2021 Challenging the Semi-Supervised VAE Framework for Text Classification EMNLP 2021 CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation MIDL 2021 Chronological Self-Training for Real-Time Speaker Diarization Interspeech 2021 Class-Attentive Diffusion Network for Semi-Supervised Classification AAAI 2021 ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning WACV 2021 CLDA: Contrastive Learning for Semi-Supervised Domain Adaptation NeurIPS 2021 Collaborative and Adversarial Learning of Focused and Dispersive Representations for Semi-Supervised Polyp Segmentation ICCV 2021 CoMatch: Semi-Supervised Learning With Contrastive Graph Regularization ICCV 2021