Transfer Learning

Viewpoint Rosetta Stone: Unlocking Unpaired Ego-Exo Videos for View-invariant Representation Learning CVPR 2025 Vision-LSTM: xLSTM as Generic Vision Backbone ICLR 2025 Visual Consensus Prompting for Co-Salient Object Detection CVPR 2025 ViT-Split: Unleashing the Power of Vision Foundation Models via Efficient Splitting Heads ICCV 2025 VL2Lite: Task-Specific Knowledge Distillation from Large Vision-Language Models to Lightweight Networks CVPR 2025 VRCP: Vocabulary Replacement Continued Pretraining for Efficient Multilingual Language Models COLING 2025 VRM: Knowledge Distillation via Virtual Relation Matching ICCV 2025 Web-Based Corpus Compilation of the Emirati Arabic Dialect COLING 2025 We’re Calling an Intervention: Exploring Fundamental Hurdles in Adapting Language Models to Nonstandard Text NAACL 2025 What Causes Knowledge Loss in Multilingual Language Models? ACL 2025 What Makes You CLIC: Detection of Croatian Clickbait Headlines ACL 2025 When and How to Augment Your Input: Question Routing Helps Balance the Accuracy and Efficiency of Large Language Models NAACL 2025 When Big Models Train Small Ones: Label-Free Model Parity Alignment for Efficient Visual Question Answering using Small VLMs EMNLP 2025 When can in-context learning generalize out of task distribution? ICML 2025 When Data-Free Knowledge Distillation Meets Non-Transferable Teacher: Escaping Out-of-Distribution Trap is All You Need ICML 2025 When Domain Generalization meets Generalized Category Discovery: An Adaptive Task-Arithmetic Driven Approach CVPR 2025 When LLMs Struggle: Reference-less Translation Evaluation for Low-resource Languages COLING 2025 When Personalization Meets Reality: A Multi-Faceted Analysis of Personalized Preference Learning EMNLP 2025 Why and How LLMs Benefit from Knowledge Introspection in Commonsense Reasoning EMNLP 2025 Wictory@DravidianLangTech 2025: Political Sentiment Analysis of Tamil X(Twitter) Comments using LaBSE and SVM NAACL 2025 WildChat-50M: A Deep Dive Into the Role of Synthetic Data in Post-Training ICML 2025 Will the Prince Get True Love’s Kiss? On the Model Sensitivity to Gender Perturbation over Fairytale Texts NAACL 2025 WisPerMed at ArchEHR-QA 2025: A Modular, Relevance-First Approach for Grounded Question Answering on Eletronic Health Records ACL 2025 XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples NAACL 2025 XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML EMNLP 2025