semi-supervised learning

Generate, Refine, and Encode: Leveraging Synthesized Novel Samples for On-the-Fly Fine-Grained Category Discovery ICCV 2025 Geodesic Flow Kernels for Semi-Supervised Learning on Mixed-Variable Tabular Dataset AAAI 2025 GraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation ICML 2025 GROOT-2: Weakly Supervised Multimodal Instruction Following Agents ICLR 2025 High Temporal Consistency through Semantic Similarity Propagation in Semi-Supervised Video Semantic Segmentation for Autonomous Flight CVPR 2025 HiLoTs: High-Low Temporal Sensitive Representation Learning for Semi-Supervised LiDAR Segmentation in Autonomous Driving CVPR 2025 Historical Ink: Exploring Large Language Models for Irony Detection in 19th-Century Spanish NAACL 2025 Improving Semi-Supervised Semantic Segmentation with Sliced-Wasserstein Feature Alignment and Uniformity CVPR 2025 Improving Word Alignment Using Semi-Supervised Learning ACL 2025 Incomplete Multi-View Multi-Label Classification via Diffusion-Guided Redundancy Removal AAAI 2025 Info-Coevolution: An Efficient Framework for Data Model Coevolution ICML 2025 Information Extraction from Heterogeneous Documents without Ground Truth Labels using Synthetic Label Generation and Knowledge Distillation WACV 2025 Int*-Match: Balancing Intra-Class Compactness and Inter-Class Discrepancy for Semi-Supervised Speaker Recognition AAAI 2025 Joint Class-level and Instance-level Relationship Modeling for Novel Class Discovery AAAI 2025 Joint Out-of-Distribution Filtering and Data Discovery Active Learning CVPR 2025 Keep Your Friends Close, and Your Enemies Farther: Distance-aware Voxel-wise Contrastive Learning for Semi-supervised Multi-organ Segmentation ICCV 2025 Language-Assisted Debiasing and Smoothing for Foundation Model-Based Semi-Supervised Learning CVPR 2025 LCGC: Learning from Consistency Gradient Conflicting for Class-Imbalanced Semi-Supervised Debiasing AAAI 2025 Learnable Logit Adjustment for Imbalanced Semi-Supervised Learning under Class Distribution Mismatch ICCV 2025 Learning Dynamic Collaborative Network for Semi-supervised 3D Vessel Segmentation CVPR 2025 Learning from Few Samples: A Novel Approach for High-Quality Malcode Generation EMNLP 2025 Learning Semi-Supervised Medical Image Segmentation from Spatial Registration WACV 2025 Learning Textual Prompts for Open-World Semi-Supervised Learning CVPR 2025 Learning with Noisy Triplet Correspondence for Composed Image Retrieval CVPR 2025 Leveraging Moment Injection for Enhanced Semi-supervised Natural Language Inference with Large Language Models NAACL 2025