Domain Adaptation

Libra-MIL: Multimodal Prototypes Stereoscopic Infused with Task-specific Language Priors for Few-shot Whole Slide Image Classification AAAI 2026 Lifelong Domain Adaptive 3D Human Pose Estimation AAAI 2026 Lightweight Domain-Specific Language Model for Real-Time Structuring of Medical Prescriptions EACL 2026 Linguistic Blind Spots in Clinical Decision Extraction EACL 2026 LLM-Aligned Geographic Item Tokenization for Local-Life Recommendation AAAI 2026 LLM-Enhanced Energy Contrastive Learning for Out-of-Distribution Detection in Text-Attributed Graphs AAAI 2026 Localization-Anchored Instance Discrimination for Domain Adaptive Person Search AAAI 2026 Logit-Adjusted Test-Time Adaptation under Partial Class Imbalance WACV 2026 Low-Rank Expert Merging for Multi-Source Domain Adaptation in Person Re-Identification WACV 2026 M²VAE: Multi-Modal Multi-View Variational Autoencoder for Cold-start Item Recommendation AAAI 2026 Machine Learning for Sustainable Rice Production: Region-Scale Monitoring of Water-Saving Practices in Punjab, India AAAI 2026 Magnol.AI Copilot: Multimodal LLMs for Conversational Insight Generation AAAI 2026 Make Foundation Models Trustworthy Again: Causal Fine-Adaptation for Medical Image Segmentation AAAI 2026 Making Visual Dialogue More Engaging: A New Task, Method, and Metric AAAI 2026 ManiLong-Shot: Interaction-Aware One-Shot Imitation Learning for Long-Horizon Manipulation AAAI 2026 MAPS: A Multilingual Benchmark for Agent Performance and Security EACL 2026 Margin-Aware Preference Optimization for Aligning Diffusion Models Without Reference AAAI 2026 Matching Semantically Similar Non-Identical Objects WACV 2026 Medical Vision–Language Pretraining with LLM-Guided Temporal Supervision AAAI 2026 MedPEFT-CL: Dual-Phase Parameter-Efficient Continual Learning with Medical Semantic Adapter and Bidirectional Memory Consolidation WACV 2026 ME-SFDA: Marginal Exploration with Pyramidal Atkinson-Shiffrin Memory for Source-Free Domain Adaptation AAAI 2026 MIDB: Multilingual Instruction Data Booster for Enhancing Cultural Equality in Multilingual Instruction Synthesis AAAI 2026 MindCross: Fast New Subject Adaptation with Limited Data for Cross-subject Video Reconstruction from Brain Signals AAAI 2026 Mind the Gap: Predicting, Explaining and Reducing Time-to-First-Comment (Reply Gap) in Online Mental-Health Communities AAAI 2026 MirrorShield: Towards Dynamic Adaptive Defense Against Jailbreaks via Entropy-Guided Mirror Crafting AAAI 2026