Semi-Supervised Learning

Relatively Smart: A New Approach for Instance-Optimal Learning COLT 2026 Robust Multimodal Emotion Recognition from Incomplete Modalities via Query-Based Unimodal and Cross-Modal Learning WACV 2026 Robust Pseudo-Labeling via Decoupled Class-Aware Filtering and Dynamic Category Correction AAAI 2026 Robust Semi-paired Multimodal Learning for Cross-modal Retrieval AAAI 2026 RSOD: Reliability-Guided Sonar Image Object Detection with Extremely Limited Labels AAAI 2026 S²Teacher: Step-by-step Teacher for Sparsely Annotated Oriented Object Detection AAAI 2026 S5: Scalable Semi-Supervised Semantic Segmentation in Remote Sensing AAAI 2026 SaccadeX: Directed Acyclic Graph-based Semi-Supervised Learning of Continuous Ocular Dynamics from Sparse Neuromorphic Streams WACV 2026 Sampling Control for Imbalanced Calibration in Semi-Supervised Learning AAAI 2026 Scalable Semi-supervised Community Search via Graph Transformer on Attributed Heterogeneous Information Networks AAAI 2026 SEA-PACE: Semi-Supervised Underwater Image Enhancement via Gaussian Process–Assisted Self-Paced Learning AAAI 2026 Segment Anything Across Shots: A Method and Benchmark AAAI 2026 Semi-Supervised Conformal Prediction With Unlabeled Nonconformity Score CVPR 2026 Semi-supervised Domain Adaptation via Mutual Alignment through Joint Error WACV 2026 Semi-Supervised Hierarchical Open-Set Classification WACV 2026 Semi-Supervised High Dynamic Range Image Reconstructing via Bi-Level Uncertain Area Masking AAAI 2026 Semi-supervised Key-Point Estimation for Echocardiography Video WACV 2026 Semi-supervised Latent Disentangled Diffusion Model for Textile Pattern Generation AAAI 2026 Semi-supervised learning for linear extremile regression JMLR 2026 Semi-Supervised Regression by Preserving Ranking Relationships Between Close Unlabeled Samples AAAI 2026 Semi-Supervised Semantic Segmentation via Derivative Label Propagation AAAI 2026 Semi-Supervised Synthetic Data Generation with Fine-Grained Relevance Control for Short Video Search Relevance Modeling AAAI 2026 SeViL: Semi-supervised Vision-Language Learning with Text Prompt Guiding for Moving Infrared Small Target Detection AAAI 2026 Sheaf Graph Neural Networks via PAC-Bayes Spectral Optimization AAAI 2026 SimLabel: Similarity-Weighted Semi-supervision for Multi-annotator Learning with Missing Labels AAAI 2026