Semi-Supervised Learning

Three Heads Are Better than One: Complementary Experts for Long-Tailed Semi-supervised Learning AAAI 2024 Towards Generalizing to Unseen Domains with Few Labels CVPR 2024 Towards Real-world Scenario: Imbalanced New Intent Discovery ACL 2024 Towards the Uncharted: Density-Descending Feature Perturbation for Semi-supervised Semantic Segmentation CVPR 2024 Towards Unbiased Exploration in Partial Label Learning JMLR 2024 Training-Based Model Refinement and Representation Disagreement for Semi-Supervised Object Detection WACV 2024 Training Ensembles With Inliers and Outliers for Semi-Supervised Active Learning WACV 2024 Training Vision Transformers for Semi-Supervised Semantic Segmentation CVPR 2024 Transcription-Free Fine-Tuning of Speech Separation Models for Noisy and Reverberant Multi-Speaker Automatic Speech Recognition Interspeech 2024 Transfer and Alignment Network for Generalized Category Discovery AAAI 2024 TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression AISTATS 2024 Trend-Aware Supervision: On Learning Invariance for Semi-supervised Facial Action Unit Intensity Estimation AAAI 2024 Trustworthy Machine Learning under Imperfect Data IJCAI 2024 Twice Class Bias Correction for Imbalanced Semi-supervised Learning AAAI 2024 Two-stage Semi-supervised Speaker Recognition with Gated Label Learning IJCAI 2024 Unbiased Active Semi-supervised Binary Classification Models IJCAI 2024 Uncertainty-aware Fine-tuning of Segmentation Foundation Models NeurIPS 2024 Uncertainty-Guided Never-Ending Learning to Drive CVPR 2024 Unified Speech Recognition: A Single Model for Auditory, Visual, and Audiovisual Inputs NeurIPS 2024 Universal Semi-Supervised Domain Adaptation by Mitigating Common-Class Bias CVPR 2024 Universal Semi-Supervised Model Adaptation via Collaborative Consistency Training WACV 2024 Unknown-Aware Graph Regularization for Robust Semi-supervised Learning from Uncurated Data AAAI 2024 Unleashing Multispectral Video's Potential in Semantic Segmentation: A Semi-supervised Viewpoint and New UAV-View Benchmark NeurIPS 2024 Unleashing Unlabeled Data: A Paradigm for Cross-View Geo-Localization CVPR 2024 Unlocking the Power of Open Set: A New Perspective for Open-Set Noisy Label Learning AAAI 2024