semi-supervised learning

FedCure: Mitigating Participation Bias in Semi-Asynchronous Federated Learning with Non-IID Data AAAI 2026 Free-Grained Hierarchical Visual Recognition CVPR 2026 Generalization Bounds for Semi-supervised Matrix Completion with Distributional Side Information AAAI 2026 Generalized Distribution-Free Semi-Supervised Learning with Risk Rewrite UAI 2026 Graph-based Label-Efficient Learning: When Graph-Structured Data Meets Limited Labels AAAI 2026 Graph-Theoretic Consistency for Robust and Topology-Aware Semi-Supervised Histopathology Segmentation (Student Abstract) AAAI 2026 HOPE: Hybrid Optimized Parallel Encoding with Supervised and Unsupervised Semantic Fusion for Depression Symptom Detection ACL 2026 Incomplete In-context Learning ACL 2026 Learning Beyond Vision: Vision-Language Distillation and Edge-Aware Mix Diffusion in Semi-Supervised Semantic Segmentation AAAI 2026 Lesion-Aware Reconstruction with Principal Network: Enhancing Pseudo-Label Reliability in Semi-Supervised Clinical Lesion Detection MIDL 2026 LLM-Guided Probabilistic Fusion for Label-Efficient Document Layout Analysis CVPR 2026 Medical Image Segmentation with Minimal Labeling Effort: How Far Can We Push the Limits? AAAI 2026 MUSE: Multi-Scale Dense Self-Distillation for Nucleus Detection and Classification AAAI 2026 Neural Collapse Priors Driven Trust Semi-Supervised Multi-View Classification AAAI 2026 On the Calibration of Image Semi-Supervised Learning Models AAAI 2026 Open-World Deepfake Attribution via Confidence-Aware Asymmetric Learning AAAI 2026 Optimized Algorithms for Text Clustering with LLM-Generated Constraints AAAI 2026 Partial Weakly-Supervised Oriented Object Detection CVPR 2026 PEOCH: Online Cross-Modal Hashing with Semi-Supervised Streaming Data Driving Prototype Evolution AAAI 2026 Perceive, Act and Correct: Confidence Is Not Enough for Hyperspectral Classification AAAI 2026 PrevMatch: Revisiting and Maximizing Temporal Knowledge in Semi-Supervised Semantic Segmentation WACV 2026 ProPL: Universal Semi-Supervised Ultrasound Image Segmentation via Prompt-Guided Pseudo-Labeling AAAI 2026 ProxyFL: A Proxy-Guided Framework for Federated Semi-Supervised Learning CVPR 2026 Relatively Smart: A New Approach for Instance-Optimal Learning COLT 2026 Robust Pseudo-Labeling via Decoupled Class-Aware Filtering and Dynamic Category Correction AAAI 2026