Machine Learning

On the Way to LLM Personalization: Learning to Remember User Conversations ACL 2025 On the Zero-shot Adversarial Robustness of Vision-Language Models: A Truly Zero-shot and Training-free Approach CVPR 2025 Ontolearn---A Framework for Large-scale OWL Class Expression Learning in Python JMLR 2025 OntologyRAG-Q: Resource Development and Benchmarking for Retrieval-Augmented Question Answering in Qur’anic Tafsir EMNLP 2025 On Tractability of Learning Bayesian Networks with Ancestral Constraints AISTATS 2025 On Tradeoffs in Learning-Augmented Algorithms AISTATS 2025 On Understanding Attention-Based In-Context Learning for Categorical Data ICML 2025 On Volume Minimization in Conformal Regression ICML 2025 On Which Data Distribution (Synthetic or Real) We Should Rely for Soft Biometric Classification WACV 2025 On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation ICML 2025 OOD-Chameleon: Is Algorithm Selection for OOD Generalization Learnable? ICML 2025 OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary CVPR 2025 OODML: Whole Slide Image Classification Meets Online Pseudo-Supervision and Dynamic Mutual Learning AAAI 2025 O_O-VC: Synthetic Data-Driven One-to-One Alignment for Any-to-Any Voice Conversion EMNLP 2025 OPAL: Visibility-aware LiDAR-to-OpenStreetMap Place Recognition via Adaptive Radial Fusion CoRL 2025 Open Ad-hoc Categorization with Contextualized Feature Learning CVPR 2025 OpenCarbon: A Contrastive Learning-based Cross-Modality Neural Approach for High-Resolution Carbon Emission Prediction Using Open Data IJCAI 2025 Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion Kinetics ICLR 2025 OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models ACL 2025 Open-DeBias: Toward Mitigating Open-Set Bias in Language Models EMNLP 2025 Open-Det: An Efficient Learning Framework for Open-Ended Detection ICML 2025 OpenHuEval: Evaluating Large Language Model on Hungarian Specifics ACL 2025 OpenIAI-SNIO: A Systematic AR-Based Assembly Guidance System for Small-Scale, High-Density Industrial Components IJCAI 2025 Open Ko-LLM Leaderboard2: Bridging Foundational and Practical Evaluation for Korean LLMs NAACL 2025 Open Materials Generation with Stochastic Interpolants ICML 2025