Artificial Intelligence

BaWA: Automatic Optimizing Pruning Metric for Large Language Models with Balanced Weight and Activation ICML 2025 BaxBench: Can LLMs Generate Correct and Secure Backends? ICML 2025 BayesCNS: A Unified Bayesian Approach to Address Cold Start and Non-Stationarity in Search Systems at Scale AAAI 2025 Bayes correlated equilibria, no-regret dynamics in Bayesian games, and the price of anarchy COLT 2025 Bayesian Basis Function Approximation for Scalable Gaussian Process Priors in Deep Generative Models ICML 2025 Bayesian Decision Theory on Decision Trees: Uncertainty Evaluation and Interpretability AISTATS 2025 Bayesian Image Regression with Soft-thresholded Conditional Autoregressive Prior ICLR 2025 Bayesian Learning for Domain-Invariant Speaker Verification and Anti-Spoofing Interspeech 2025 Bayesian Low-Rank Learning (Bella): A Practical Approach to Bayesian Neural Networks AAAI 2025 Bayesian Multi-Group Gaussian Process Models for Heterogeneous Group-Structured Data JMLR 2025 Bayesian Off-Policy Evaluation and Learning for Large Action Spaces AISTATS 2025 Bayesian Optimization for Controlled Image Editing via LLMs ACL 2025 Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds ICML 2025 Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving Sequences ICLR 2025 Bayesian Persuasion with Externalities: Exploiting Agent Types AAAI 2025 Bayesian Principles Improve Prompt Learning In Vision-Language Models AISTATS 2025 Bayesian Prompt Flow Learning for Zero-Shot Anomaly Detection CVPR 2025 Bayesian Test-Time Adaptation for Vision-Language Models CVPR 2025 Bayesian Treatment of the Spectrum of the Empirical Kernel in (Sub)Linear-Width Neural Networks ICLR 2025 Bayesian WeakS-to-Strong from Text Classification to Generation ICLR 2025 Bayesian Weight Enhancement with Steady-State Adaptation for Test-time Adaptation in Dynamic Environments ICML 2025 Bayes Meets Bernstein at the Meta Level: an Analysis of Fast Rates in Meta-Learning with PAC-Bayes JMLR 2025 Bayes without Underfitting: Fully Correlated Deep Learning Posteriors via Alternating Projections AISTATS 2025 bbStar at SemEval-2025 Task 10: Improving Narrative Classification and Explanation via Fine Tuned Language Models SemEval 2025 BcQLM: Efficient Vision-Language Understanding with Distilled Q-Gated Cross-Modal Fusion EMNLP 2025