Transfer Learning

GS-Bias: Global-Spatial Bias Learner for Single-Image Test-Time Adaptation of Vision-Language Models ICML 2025 GSID: Generative Semantic Indexing for E-Commerce Product Understanding EMNLP 2025 Harnessing the Power of Vicinity-Informed Analysis for Classification under Covariate Shift AISTATS 2025 Hearing Anywhere in Any Environment CVPR 2025 HePa: Heterogeneous Graph Prompting for All-Level Classification Tasks AAAI 2025 Hierarchical Divide-and-Conquer Grouping for Classification Adaptation of Pre-Trained Models ICCV 2025 How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM? NAACL 2025 How to Fine-Tune Safely on a Budget: Model Adaptation Using Minimal Resources EMNLP 2025 How to Train Long-Context Language Models (Effectively) ACL 2025 HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging EMNLP 2025 Idiosyncratic Versus Normative Modeling of Atypical Speech Recognition: Dysarthric Case Studies EMNLP 2025 iDPA: Instance Decoupled Prompt Attention for Incremental Medical Object Detection ICML 2025 ImageGem: In-the-wild Generative Image Interaction Dataset for Generative Model Personalization ICCV 2025 Improving Accuracy and Generalization for Efficient Visual Tracking WACV 2025 Improving Continual Pre-training Through Seamless Data Packing ACL 2025 Improving Language and Modality Transfer in Translation by Character-level Modeling ACL 2025 iN2V: Bringing Transductive Node Embeddings to Inductive Graphs ICML 2025 Incepto@DravidianLangTech 2025: Detecting Abusive Tamil and Malayalam Text Targeting Women on YouTube NAACL 2025 IndiGEC: Multilingual Grammar Error Correction for Low-Resource Indian Languages EMNLP 2025 In-Domain African Languages Translation Using LLMs and Multi-armed Bandits ACL 2025 Information Transfer Across Clinical Tasks via Adaptive Parameter Optimisation AISTATS 2025 Inheriting Generalized Learngene for Efficient Knowledge Transfer across Multiple Tasks AAAI 2025 InsBank: Evolving Instruction Subset for Ongoing Alignment EMNLP 2025 Instituto de Telecomunicações at IWSLT 2025: Aligning Small-Scale Speech and Language Models for Speech-to-Text Learning ACL 2025 InstructionCP: A Simple yet Effective Approach for Transferring Large Language Models to Target Languages ACL 2025