Semi-Supervised Learning

SemEval-2025 Task 5: LLMs4Subjects - LLM-based Automated Subject Tagging for a National Technical Library’s Open-Access Catalog SemEval 2025 SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language Guidance for Semantic Segmentation CVPR 2025 SemiDFL: A Semi-Supervised Paradigm for Decentralized Federated Learning AAAI 2025 SemiETS: Integrating Spatial and Content Consistencies for Semi-Supervised End-to-end Text Spotting CVPR 2025 Semi-IIN: Semi-Supervised Intra-Inter Modal Interaction Learning Network for Multimodal Sentiment Analysis AAAI 2025 Semi-supervised 3D Semantic Scene Completion with 2D Vision Foundation Model Guidance AAAI 2025 Semi-Supervised CLIP Adaptation by Enforcing Semantic and Trapezoidal Consistency ICLR 2025 Semi-Supervised Clustering Framework for Fine-grained Scene Graph Generation AAAI 2025 Semi-supervised Concept Bottleneck Models ICCV 2025 Semi-supervised Deep Transfer for Regression without Domain Alignment ICCV 2025 Semi-supervised Fine-tuning for Large Language Models NAACL 2025 Semi-supervised Infrared Small Target Detection with Thermodynamic-Inspired Uneven Perturbation and Confidence Adaptation AAAI 2025 Semi-Supervised Learning for Automatic Speech Recognition with Word Error Rate Estimation and Targeted Domain Data Selection Interspeech 2025 Semi-Supervised Multimodal Classification Through Learning from Modal and Strategic Complementarities AAAI 2025 Semi-Supervised Multi-View Multi-Label Learning with View-Specific Transformer and Enhanced Pseudo-Label AAAI 2025 Semi-Supervised Online Cross-Modal Hashing AAAI 2025 Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining CVPR 2025 Semi-ViM: Bidirectional State Space Model for Mitigating Label Imbalance in Semi-Supervised Learning ICCV 2025 SemiVisBooster: Boosting Semi-Supervised Learning for Fine-Grained Classification through Pseudo-Label Semantic Guidance ICCV 2025 SenWiCh: Sense-Annotation of Low-Resource Languages for WiC using Hybrid Methods ACL 2025 SGTC: Semantic-Guided Triplet Co-training for Sparsely Annotated Semi-Supervised Medical Image Segmentation AAAI 2025 Sim-and-Real Co-Training: A Simple Recipe for Vision-Based Robotic Manipulation RSS 2025 SimLTD: Simple Supervised and Semi-Supervised Long-Tailed Object Detection CVPR 2025 Simultaneous Translation with Offline Speech and LLM Models in CUNI Submission to IWSLT 2025 ACL 2025 SLRL: Semi-Supervised Local Community Detection Based on Reinforcement Learning AAAI 2025