Machine Learning

Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation ICML 2025 Adapters for Altering LLM Vocabularies: What Languages Benefit the Most? ICLR 2025 Adapters Selector: Cross-domains and Multi-tasks LoRA Modules Integration Usage Method COLING 2025 Adapt Foundational Segmentation Models with Heterogeneous Searching Space ICCV 2025 Adapting Bias Evaluation to Domain Contexts using Generative Models EMNLP 2025 Adapting by Analogy: OOD Generalization of Visuomotor Policies via Functional Correspondence CoRL 2025 Adapting Definition Modeling for New Languages: A Case Study on Belarusian ACL 2025 Adapting Dense Matching for Homography Estimation with Grid-based Acceleration CVPR 2025 Adapting General-Purpose Embedding Models to Private Datasets Using Keyword-based Retrieval ACL 2025 Adapting IndicTrans2 for Legal Domain MT via QLoRA Fine-Tuning at JUST-NLP 2025 AACL 2025 Adapting In-Domain Few-Shot Segmentation to New Domains without Source Domain Retraining ICCV 2025 Adapting Large Language Models for Character-based Augmentative and Alternative Communication EMNLP 2025 Adapting Large Language Models for Movie Domain with Narrative Understanding Tasks CoNLL 2025 Adapting LLM Agents with Universal Communication Feedback NAACL 2025 Adapting LLMs for Minimal-edit Grammatical Error Correction ACL 2025 Adapting Multilingual Embedding Models to Historical Luxembourgish NAACL 2025 Adapting Multilingual LLMs to Low-Resource Languages using Continued Pre-training and Synthetic Corpus: A Case Study for Hindi LLMs COLING 2025 Adapting Multi-modal Large Language Model to Concept Drift From Pre-training Onwards ICLR 2025 Adapting Precomputed Features for Efficient Graph Condensation ICML 2025 Adapting Prediction Sets to Distribution Shifts Without Labels UAI 2025 Adapting Pre-trained 3D Models for Point Cloud Video Understanding via Cross-frame Spatio-temporal Perception CVPR 2025 Adapting Psycholinguistic Research for LLMs: Gender-inclusive Language in a Coreference Context ACL 2025 Adapting to Evolving Adversaries with Regularized Continual Robust Training ICML 2025 Adapting to Linear Separable Subsets with Large-Margin in Differentially Private Learning ICML 2025 Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs AAAI 2025