consistency regularization

BidMatch: Boosting Semi-Supervised Learning by Bi-Dimensional Sample Weight Guidance AAAI 2026 CLEX: Complementary Label Exchange Learning for Noisy Facial Expression Recognition CVPR 2026 Every Little Bit Helps: Exploring Better Utilization of Unlabeled Data for Semi-supervised Singing Melody Extraction Using Multi-bands Diffusion Model AAAI 2026 Evidential Deep Partial Label Learning to Quantify Disambiguation Uncertainty CVPR 2026 Measure The Feature Universe: Topology-based Pseudo Labeling and Gravity Consistency for Source-Free Domain Adaptation CVPR 2026 Team Habib Disambiguators at SemEval-2026 Task 5: Assessing Semantic Plausibility using Regularized Transformer Fine-Tuning SemEval 2026 CGMatch: A Different Perspective of Semi-supervised Learning CVPR 2025 Confidence Difference Reflects Various Supervised Signals in Confidence-Difference Classification ICML 2025 Context-aware Graph Neural Network for Graph-based Fraud Detection with Extremely Limited Labels AAAI 2025 CORD: Balancing COnsistency and Rank Distillation for Robust Retrieval-Augmented Generation NAACL 2025 CRAAC: Consistency Regularised Active Learning with Automatic Corrections for Real-Life Road Image Annotations WACV 2025 CR-CTC: Consistency regularization on CTC for improved speech recognition ICLR 2025 Cross Image Feature Perturbation with Pseudo Label Fusion for Semi-Supervised Medical Image Segmentation WACV 2025 Debiased Distillation for Consistency Regularization AAAI 2025 FedDifRC: Unlocking the Potential of Text-to-Image Diffusion Models in Heterogeneous Federated Learning ICCV 2025 FR²Seg: Continual Segmentation Across Multiple Sites via Fourier Style Replay and Adaptive Consistency Regularization AAAI 2025 FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing CVPR 2025 GapMatch: Bridging Instance and Model Perturbations for Enhanced Semi-Supervised Medical Image Segmentation AAAI 2025 Hybrid Regularization Improves Diffusion-based Inverse Problem Solving ICLR 2025 Improving Semi-Supervised Semantic Segmentation with Sliced-Wasserstein Feature Alignment and Uniformity CVPR 2025 MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification EMNLP 2025 Navigating Label Ambiguity for Facial Expression Recognition in the Wild AAAI 2025 Pre-Trained Vision-Language Models as Noisy Partial Annotators AAAI 2025 RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning AAAI 2025 Relaxed Class-consensus Consistency for Semi-supervised Semantic Segmentation AAAI 2025