Transfer Learning

Rethinking Reading Order: Toward Generalizable Document Understanding with LLM-based Relation Modeling EACL 2026 Rethink Representation Learning for Questionnaire Data AAAI 2026 Retriever Encoder Selection Matters for In-Context Learning-based Medical Segmentation AAAI 2026 R-MMA: Enhancing Vision-Language Models with Recurrent Adapters for Few-Shot and Cross-Domain Generalization WACV 2026 rMMEA: Robust Multi-Modal Entity Alignment with Missing and Noise Visual Modality AAAI 2026 RobuMTL: Enhancing Multi-Task Learning Robustness Against Weather Conditions WACV 2026 Robust Semi-paired Multimodal Learning for Cross-modal Retrieval AAAI 2026 S2D-Align: Shallow-to-Deep Auxiliary Learning for Anatomically-Grounded Radiology Report Generation AAAI 2026 SALR: Sparsity-Aware Low-Rank Representation for Efficient Fine-Tuning of Large Language Models AAAI 2026 Sample-specific Modality Diagnosis and Cross-modal Enhancement for Incomplete Multimodal Representations AAAI 2026 Satisficing and Optimal Generalised Planning via Goal Regression AAAI 2026 Scaling Towards the Information Boundary of Instructions through Data Synthesizing AAAI 2026 SDT-6D: Fully Sparse Depth-Transformer for Staged End-to-End 6D Pose Estimation in Industrial Multi-View Bin Picking WACV 2026 Self-Improving Sparse Retrieval Through Heuristic Representation Refinement and Representation-Focused Learning AAAI 2026 Self-Supervised Cross-City Trajectory Representation Learning Based on Meta-Learning AAAI 2026 Sequence-Free for Compound Protein Interaction Prediction AAAI 2026 SGP4SR: Separated-Modality Guided User Preference Learning for Multimodal Sequential Recommendation AAAI 2026 SGPFeat: Semantic and Geometric Priors for Multi-modal Image Matching AAAI 2026 Short-form verbal arts as a speech data resource in the field EACL 2026 Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs EACL 2026 Source-Free Graph Foundation Model Adaptation via Pseudo-Source Reconstruction AAAI 2026 SpaCRD: Multimodal Deep Fusion of Histology and Spatial Transcriptomics for Cancer Region Detection AAAI 2026 Sparse Tuning Enhances Plasticity in PTM-based Continual Learning AAAI 2026 Speech Recognition Model Improves Text-to-Speech Synthesis Using Fine-Grained Reward AAAI 2026 Standard-to-Dialect Transfer Trends Differ across Text and Speech: A Case Study on Intent and Topic Classification in German Dialects ACL 2026