semi-supervised learning

ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Image Segmentation CVPR 2021 Augmentation Strategies for Learning With Noisy Labels CVPR 2021 A Unified Objective for Novel Class Discovery ICCV 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 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 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 ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning WACV 2021 CLDA: Contrastive Learning for Semi-Supervised Domain Adaptation NeurIPS 2021 CoMatch: Semi-Supervised Learning With Contrastive Graph Regularization ICCV 2021 Combating Noise: Semi-supervised Learning by Region Uncertainty Quantification NeurIPS 2021 Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification EACL 2021 Combining Label Propagation and Simple Models out-performs Graph Neural Networks ICLR 2021 Combining Weakly Supervised ML Techniques for Low-Resource NLU NAACL 2021 Comparing the Value of Labeled and Unlabeled Data in Method-of-Moments Latent Variable Estimation AISTATS 2021 Consistent Semi-Supervised Graph Regularization for High Dimensional Data JMLR 2021 Constructing contrastive samples via summarization for text classification with limited annotations EMNLP 2021 Content-based Stance Classification of Tweets about the 2020 Italian Constitutional Referendum NAACL 2021 Contextual Bandits with Delayed Feedback and Semi-supervised Learning (Student Abstract) AAAI 2021 Contextual Semi-Supervised Learning: An Approach to Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems Interspeech 2021