Semi-Supervised Learning

Selective Annotation via Data Allocation: These Data Should Be Triaged to Experts for Annotation Rather Than the Model EMNLP 2024 Self-Cleaning: Improving a Named Entity Recognizer Trained on Noisy Data with a Few Clean Instances NAACL 2024 Self-training ASR Guided by Unsupervised ASR Teacher Interspeech 2024 Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models EMNLP 2024 Self-training Strategies for Sentiment Analysis: An Empirical Study EACL 2024 Self-Training with Pseudo-Label Scorer for Aspect Sentiment Quad Prediction ACL 2024 Semantic-Guided Novel Category Discovery AAAI 2024 Semi-Open 3D Object Retrieval via Hierarchical Equilibrium on Hypergraph NeurIPS 2024 SemiReward: A General Reward Model for Semi-supervised Learning ICLR 2024 Semi-supervised 3D Object Detection with PatchTeacher and PillarMix AAAI 2024 Semi-supervised Active Learning for Video Action Detection AAAI 2024 Semi-Supervised Blind Image Quality Assessment through Knowledge Distillation and Incremental Learning AAAI 2024 Semi-supervised Class-Agnostic Motion Prediction with Pseudo Label Regeneration and BEVMix AAAI 2024 Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection NAACL 2024 Semi-supervised Group DRO: Combating Sparsity with Unlabeled Data ALT 2024 Semi-supervised Inference for Block-wise Missing Data without Imputation JMLR 2024 Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data NeurIPS 2024 Semi-supervised Learning of Dynamical Systems with Neural Ordinary Differential Equations: A Teacher-Student Model Approach AAAI 2024 Semi-supervised Multi-label Learning with Balanced Binary Angular Margin Loss NeurIPS 2024 Semisupervised Neural Proto-Language Reconstruction ACL 2024 Semi-supervised Open-World Object Detection AAAI 2024 Semi-Supervised Reward Modeling via Iterative Self-Training EMNLP 2024 Semi-Supervised Scene Change Detection by Distillation From Feature-Metric Alignment WACV 2024 Semi-Supervised Semantic Depth Estimation Using Symbiotic Transformer and NearFarMix Augmentation WACV 2024 Semi-Supervised Sparse Gaussian Classification: Provable Benefits of Unlabeled Data NeurIPS 2024