Transfer Learning

Towards OOD Generalization in Dynamic Graphs via Causal Invariant Learning AAAI 2026 TRACE: Trajectory-based Activation Change Estimation for Task-specific Data Selection AAAI 2026 Tracing Multilingual Knowledge Acquisition Dynamics in Domain Adaptation: A Case Study of Biomedical Adaptation EACL 2026 Transferable Graph Condensation from the Causal Perspective AAAI 2026 Transferable Model-agnostic Vision-Language Model Adaptation for Efficient Weak-to-Strong Generalization AAAI 2026 Transfer Conformal Predictive Inference for Regression JMLR 2026 Transfer Learning for Generalizable Automated LLM Improvement Pipeline for IVR Navigation ACL 2026 Transfer Learning via Regularized Random-effects Linear Discriminant Analysis JMLR 2026 TriFusion-IDS: A Multimodal Graph-Tabular-Text Contrastive Framework for Cross-Dataset Intrusion Detection AAAI 2026 TuckA: Hierarchical Compact Tensor Experts for Efficient Fine-Tuning AAAI 2026 Two Heads Are Better than One: Distilling Large Language Model Features into Small Models with Feature Decomposition and Mixture AAAI 2026 uCLIP: Parameter-Efficient Multilingual Extension of Vision-Language Models with Unpaired Data AAAI 2026 Understanding the Management of Rape Trauma with AI and Neuroimaging AAAI 2026 UniABG: Unified Adversarial View Bridging and Graph Correspondence for Unsupervised Cross-View Geo-Localization AAAI 2026 UniBO at MWE-2026 PARSEME 2.0 Subtask 2: A Cross-lingual Approach to Multiword Expression Paraphrasing EACL 2026 Unified Structural Factors for Transfer Learning Generalization with PAC-Bayesian Guarantees AAAI 2026 UniGaze: Towards Universal Gaze Estimation via Large-scale Pre-Training WACV 2026 Unleashing the Power of Image-Tabular Self-Supervised Learning via Breaking Cross-Tabular Barriers AAAI 2026 View-aware Cross-modal Distillation for Multi-view Action Recognition WACV 2026 ViG-RAG: Video-aware Graph Retrieval-Augmented Generation via Temporal and Semantic Hybrid Reasoning AAAI 2026 VisAffect at MWE-2026 AdMIRe 2: IMMCAN Idiom Multimodal Cross-Attention Network EACL 2026 VitalDiagnosis: AI-Driven Ecosystem for 24/7 Vital Monitoring and Chronic Disease Management AAAI 2026 Weakly-supervised Argument Mining with Boundary Refinement and Relation Denoising EACL 2026 "We Are (Language) Family”: Adapting Transformer models to related minority languages with linguistic data EACL 2026 What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects EACL 2026