Machine Learning

Out-of-Context Reasoning in Large Language Models EMNLP 2025 Out-of-Distribution Detection by Regaining Lost Clues (Abstract Reprint) IJCAI 2025 Out-of-Distribution Detection via LLM-Guided Outlier Generation for Text-attributed Graph ACL 2025 Out-of-Distribution Detection with Prototypical Outlier Proxy AAAI 2025 Out-of-distribution Generalization for Total Variation based Invariant Risk Minimization ICLR 2025 Out-of-Distribution Generalization on Graphs via Progressive Inference AAAI 2025 Out-of-distribution robustness for multivariate analysis via causal regularisation AISTATS 2025 Out-of-distribution Robust Optimization UAI 2025 Out of Length Text Recognition with Sub-String Matching AAAI 2025 Out of the Box, into the Clinic? Evaluating State-of-the-Art ASR for Clinical Applications for Older Adults EMNLP 2025 OVA-Fields: Weakly Supervised Open-Vocabulary Affordance Fields for Robot Operational Part Detection ICCV 2025 OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision AAAI 2025 Overcoming Black-box Attack Inefficiency with Hybrid and Dynamic Select Algorithms EMNLP 2025 Overcoming both Domain Shift and Label Shift for Referring Video Segmentation NAACL 2025 Overcoming Data Scarcity in Multi-Dialectal Arabic ASR via Whisper Fine-Tuning Interspeech 2025 Overcoming Data Scarcity in Named Entity Recognition: Synthetic Data Generation with Large Language Models ACL 2025 Overcoming Dual Drift for Continual Long-Tailed Visual Question Answering ICCV 2025 Overcoming Heterogeneous Data in Federated Medical Vision-Language Pre-training: A Triple-Embedding Model Selector Approach AAAI 2025 Overcoming Lower-Level Constraints in Bilevel Optimization: A Novel Approach with Regularized Gap Functions ICLR 2025 Overcoming Multi-step Complexity in Multimodal Theory-of-Mind Reasoning: A Scalable Bayesian Planner ICML 2025 Overcoming Shortcut Problem in VLM for Robust Out-of-Distribution Detection CVPR 2025 Overcoming Spurious Solutions in Semi-Dual Neural Optimal Transport: A Smoothing Approach for Learning the Optimal Transport Plan ICML 2025 Overcoming the Curse of Dimensionality in Reinforcement Learning Through Approximate Factorization ICML 2025 Overcoming Vocabulary Mismatch: Vocabulary-agnostic Teacher Guided Language Modeling ICML 2025 Overestimation in LLM Evaluation: A Controlled Large-Scale Study on Data Contamination’s Impact on Machine Translation ICML 2025