Semi-Supervised Learning

AGMixup: Adaptive Graph Mixup for Semi-supervised Node Classification AAAI 2025 Annotation Ambiguity Aware Semi-Supervised Medical Image Segmentation CVPR 2025 Better Pseudo-labeling with Multi-ASR Fusion and Error Correction by SpeechLLM Interspeech 2025 Beyond Virtual Points: Depth-Enhanced LiDAR-only 3D Object Detection with Semi-Supervised Learning (Student Abstract) AAAI 2025 Bi-Level Optimization for Semi-Supervised Learning with Pseudo-Labeling AAAI 2025 Boost the Inference with Co-training: A Depth-guided Mutual Learning Framework for Semi-supervised Medical Polyp Segmentation CVPR 2025 Character Error Rate Estimation for Semi-Supervised Training of Speech Recognition for Arabic Dialects Interspeech 2025 Combating Semantic Contamination in Learning with Label Noise AAAI 2025 Context-aware Graph Neural Network for Graph-based Fraud Detection with Extremely Limited Labels AAAI 2025 DRI-GAN: A Novel Dual Real Input GAN with Triplet Loss for Cross-Lingual and Noisy SLU Interspeech 2025 Dynamic Pseudo Labeling via Gradient Cutting for High-Low Entropy Exploration CVPR 2025 Exploring Scene Affinity for Semi-Supervised LiDAR Semantic Segmentation CVPR 2025 From Scarcity to Sufficiency: Speech Recognition Pipeline for Zero-resource Language Interspeech 2025 GapMatch: Bridging Instance and Model Perturbations for Enhanced Semi-Supervised Medical Image Segmentation AAAI 2025 HiLoTs: High-Low Temporal Sensitive Representation Learning for Semi-Supervised LiDAR Segmentation in Autonomous Driving CVPR 2025 Iterative Self-Training with Class-Aware Text-to-Image Synthesis for Visual Task Learning AAAI 2025 LCGC: Learning from Consistency Gradient Conflicting for Class-Imbalanced Semi-Supervised Debiasing AAAI 2025 Learning Dynamic Collaborative Network for Semi-supervised 3D Vessel Segmentation CVPR 2025 Leveraging Temporal Cues for Semi-Supervised Multi-View 3D Object Detection CVPR 2025 Multimodal Fusion with Semi-Supervised Learning Minimizes Annotation Quantity for Modeling Videoconference Conversation Experience Interspeech 2025 Open-world Radio Frequency Fingerprint Identification via Augmented Semi-supervised Learning AAAI 2025 Pseudo Labels-based Neural Speech Enhancement for the AVSR Task in the MISP-Meeting Challenge Interspeech 2025 RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning AAAI 2025 RORem: Training a Robust Object Remover with Human-in-the-Loop CVPR 2025 Scaling pseudo-labeling data for end-to-end low-resource speech translation (the case of Kurdish language) Interspeech 2025