Semi-Supervised Learning

SOAR: Semi-Supervised Open-Vocabulary Aerial Object Detection via Dual-Aware Enhanced Prior Denoising AAAI 2026 SPP-SCL: Semi-Push-Pull Supervised Contrastive Learning for Image-Text Sentiment Analysis and Beyond AAAI 2026 SSMT-Net: A Semi-Supervised Multitask Transformer-Based Network for Thyroid Nodule Segmentation in Ultrasound Images WACV 2026 SSR-SAM: Retrieval-Style Segment Anything Model for Semi-Supervised Ultra-High-Resolution Image Segmentation AAAI 2026 ST-TPP: Learning Semi-Transductive Temporal Point Processes with Gromov-Wasserstein Barycentric Regularization AAAI 2026 Task Expansion and Cross Refinement for Open-World Conditional Modeling UAI 2026 TGCD: A Framework for Generalized Category Discovery in Time-Series Data AAAI 2026 Thesis Proposal: Self-Adaptive and Epistemic Uncertainty-Guided ASR of Dense Intra-Sentential Code-Switched Speech for African Low-Resource Languages ACL 2026 Towards Multimodal Domain Generalization with Few Labels CVPR 2026 UniDiff: Parameter-Efficient Adaptation of Diffusion Models for Land Cover Classification with Multi-Modal Remotely Sensed Imagery and Sparse Annotations WACV 2026 UniHOI: Unified Human-Object Interaction Understanding via Unified Token Space AAAI 2026 Urban Incident Prediction with Graph Neural Networks: Integrating Government Ratings and Crowdsourced Reports AAAI 2026 VPSentry: Semi-supervised Video Polyp Segmentation via Sentry-guided Long-term Prototype Fusion with Correlation Dynamic Propagation AAAI 2026 Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches EMNLP 2025 Accurate Link Prediction for Edge-Incomplete Graphs via PU Learning AAAI 2025 Adaptive Collaborative Labeling with MLLMs for Low-Resource Multimodal Emotion Recognition IJCNLP 2025 Adaptive Learning of High-Value Regions for Semi-Supervised Medical Image Segmentation ICCV 2025 AGMixup: Adaptive Graph Mixup for Semi-supervised Node Classification AAAI 2025 A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches NAACL 2025 A Hybrid Weighted Nearest Neighbour Classifier for Semi-Supervised Learning JMLR 2025 A Little Human Data Goes A Long Way ACL 2025 ALPI: Auto-Labeller with Proxy Injection for 3D Object Detection using 2D Labels Only WACV 2025 Anatomical Knowledge Mining and Matching for Semi-supervised Medical Multi-structure Detection AAAI 2025 An empirical study of validating synthetic data for formula generation NAACL 2025 Annotation Ambiguity Aware Semi-Supervised Medical Image Segmentation CVPR 2025