Semi-Supervised Learning

Hyperspherical Consistency Regularization CVPR 2022 HyperTransformer: Model Generation for Supervised and Semi-Supervised Few-Shot Learning ICML 2022 Imposing Consistency for Optical Flow Estimation CVPR 2022 Improved Consistency Training for Semi-Supervised Sequence-to-Sequence ASR via Speech Chain Reconstruction and Self-Transcribing Interspeech 2022 Improve emotional speech synthesis quality by learning explicit and implicit representations with semi-supervised training Interspeech 2022 Improving 360 Monocular Depth Estimation via Non-local Dense Prediction Transformer and Joint Supervised and Self-Supervised Learning AAAI 2022 Improving Barely Supervised Learning by Discriminating Unlabeled Samples with Super-Class NeurIPS 2022 Improving Code-Switching Dependency Parsing with Semi-Supervised Auxiliary Tasks NAACL 2022 Improving Deliberation by Text-Only and Semi-Supervised Training Interspeech 2022 Improving Mispronunciation Detection with Wav2vec2-based Momentum Pseudo-Labeling for Accentedness and Intelligibility Assessment Interspeech 2022 Incorporating Semi-Supervised and Positive-Unlabeled Learning for Boosting Full Reference Image Quality Assessment CVPR 2022 Information-Theoretic Characterization of the Generalization Error for Iterative Semi-Supervised Learning JMLR 2022 Intelligent Camera Selection Decisions for Target Tracking in a Camera Network WACV 2022 Intent Detection and Discovery from User Logs via Deep Semi-Supervised Contrastive Clustering NAACL 2022 Internal Language Model Adaptation with Text-Only Data for End-to-End Speech Recognition Interspeech 2022 Intra-agent speech permits zero-shot task acquisition NeurIPS 2022 Iterative Contrast-Classify for Semi-supervised Temporal Action Segmentation AAAI 2022 It's About Time: Analog Clock Reading in the Wild CVPR 2022 JHU IWSLT 2022 Dialect Speech Translation System Description ACL 2022 Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition EMNLP 2022 Label-Aware Global Consistency for Multi-Label Learning with Single Positive Labels NeurIPS 2022 Label-Efficient Hybrid-Supervised Learning for Medical Image Segmentation AAAI 2022 Label-invariant Augmentation for Semi-Supervised Graph Classification NeurIPS 2022 Label Matching Semi-Supervised Object Detection CVPR 2022 Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours EMNLP 2022