transfer learning

TransFR: Transferable Federated Recommendation with Adapter Tuning on Pre-trained Language Models AAAI 2026 Translation or Recitation? Calibrating Evaluation Scores for Machine Translation of Extremely Low-Resource Languages ACL 2026 uCLIP: Parameter-Efficient Multilingual Extension of Vision-Language Models with Unpaired Data AAAI 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 UniVid: Unifying Vision Tasks with Pre-trained Video Generation Models WACV 2026 Wasserstein-Aware Transfer: Class-Level Alignment for Robust Diffusion Model Adaptation AAAI 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 WorldAgen: Unified State-Action Prediction with Test-Time World Model Training AAAI 2026 3D Understanding of Deformable Linear Objects: Datasets and Transferability Benchmark WACV 2025 5%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition Tasks CVPR 2025 ABDUL: A New Approach to Build Language Models for Dialects Using Formal Language Corpora Only NAACL 2025 Ability Transfer Through Language Mixing IJCNLP 2025 A Case Against Implicit Standards: Homophone Normalization in Machine Translation for Languages that use the Ge’ez Script. EMNLP 2025 Accessing Vision Foundation Models via ImageNet-1K ICLR 2025 ACE-G: Improving Generalization of Scene Coordinate Regression Through Query Pre-Training ICCV 2025 Acquiring Bidirectionality via Large and Small Language Models COLING 2025 AdaMixT: Adaptive Weighted Mixture of Multi-Scale Expert Transformers for Time Series Forecasting IJCAI 2025 Adaptation of Large Language Models NAACL 2025 Adapting Falcon3-7B Language Model for Arabic: Methods, Challenges, and Outcomes EMNLP 2025 Adapting Pre-trained 3D Models for Point Cloud Video Understanding via Cross-frame Spatio-temporal Perception CVPR 2025 Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models ACL 2025 A Data-Centric Revisit of Pre-Trained Vision Models for Robot Learning CVPR 2025 Advancing Myopia To Holism: Fully Contrastive Language-Image Pre-training CVPR 2025