Domain Adaptation

TextMineX: Data, Evaluation Framework and Ontology-guided LLM Pipeline for Humanitarian Mine Action EACL 2026 Theoretical Guarantees for Domain Adaptation with Hierarchical Optimal Transport (Abstract Reprint) AAAI 2026 Thesis proposal: Are We Losing Textual Diversity to Natural Language Processing? EACL 2026 Thesis proposal: COGNILENS: Analyzing Cognitive Decline in Language Models for Alzheimer’s Monitoring EACL 2026 Thesis Proposal: Multimodal Benchmark for Music Understanding in Large Language Models EACL 2026 TIPA: Typologically Informed Parameter Aggregation EACL 2026 TLAGC: Taylor Linear Attention-Guided Graph Convolutions for Revealing Spatial Domains in Spatial Multi-Omics Data AAAI 2026 TMDC: A Two-Stage Modality Denoising and Complementation Framework for Multimodal Sentiment Analysis with Missing and Noisy Modalities AAAI 2026 Toward Real-World High-Precision Image Matting and Segmentation AAAI 2026 Towards Accurate 3D Object Detection in Adverse Weather by Leveraging 4D Radar for LiDAR Geometry Enhancement AAAI 2026 Towards Distance-Invariant Radio Frequency Fingerprinting via Augmented Unsupervised Learning AAAI 2026 Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images AAAI 2026 Towards Egocentric 3D Hand Pose Estimation in Unseen Domains WACV 2026 Towards High Resolution Probabilistic Coastal Inundation Forecasting from Sparse Observations AAAI 2026 Towards Reliable Test-Time Adaptation: Style Invariance as a Correctness Likelihood WACV 2026 Towards Robust, Reliable, and Generalized Medical AI AAAI 2026 Towards Unified Vision-Language Models with Incomplete Multi-Modal Inputs AAAI 2026 Training and Inference Within 1 Second – Tackle Cross-Sensor Degradation of Real-World Pansharpening with Efficient Residual Feature Tailoring AAAI 2026 TransFR: Transferable Federated Recommendation with Adapter Tuning on Pre-trained Language Models AAAI 2026 Trauma THOMPSON: A Dataset and Realistic Generative Framework for AI Copilots in Emergency Care AAAI 2026 TreeBridge: Aligning LLM Embeddings in Industrial Recommender Systems AAAI 2026 TRUST: Leveraging Text Robustness for Unsupervised Domain Adaptation AAAI 2026 Tuning Medical Foundation Models for Inner Ear Temporal CT Analysis with Plug-and-play Domain Knowledge Aggregator AAAI 2026 UCDSC: Open Set UnCertainty aware Deep Simplex Classifier for Medical Image Datasets WACV 2026 UI-Styler: Ultrasound Image Style Transfer with Class-Aware Prompts for Cross-Device Diagnosis Using a Frozen Black-Box Inference Network WACV 2026