Artificial Intelligence

Adversarially Robust Out-of-Distribution Detection Using Lyapunov-Stabilized Embeddings ICLR 2025 Adversarially-Robust TD Learning with Markovian Data: Finite-Time Rates and Fundamental Limits AISTATS 2025 Adversarial Machine Unlearning ICLR 2025 Adversarial Perturbations Are Formed by Iteratively Learning Linear Combinations of the Right Singular Vectors of the Adversarial Jacobian ICML 2025 Adversarial Preference Learning for Robust LLM Alignment ACL 2025 Adversarial Reasoning at Jailbreaking Time ICML 2025 Adversarial Robust Memory-Based Continual Learner ICCV 2025 Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees ICML 2025 Adversarial Robustness of Discriminative Self-Supervised Learning in Vision ICCV 2025 Adversarial Training for Defense Against Label Poisoning Attacks ICLR 2025 Adversarial Training for Probabilistic Robustness ICCV 2025 Adversarial Training in High-Dimensional Regression: Generated Data and Neural Networks AISTATS 2025 Adversaries Can Misuse Combinations of Safe Models ICML 2025 Adversaries With Incentives: A Strategic Alternative to Adversarial Robustness ICLR 2025 AdversaryAI at BLP-2025 Task 2: A Think, Refine, and Generate (TriGen) System with LoRA and Self-Refinement for Code Generation AACL 2025 Adversary-Aware DPO: Enhancing Safety Alignment in Vision Language Models via Adversarial Training EMNLP 2025 AdvERSEM: Adversarial Robustness Testing and Training of LLM-based Groundedness Evaluators via Semantic Structure Manipulation EMNLP 2025 Adversity-aware Few-shot Named Entity Recognition via Augmentation Learning AAAI 2025 AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs ICML 2025 AdvWave: Stealthy Adversarial Jailbreak Attack against Large Audio-Language Models ICLR 2025 A Dynamic Safety Shield for Safe and Efficient Reinforcement Learning of Navigation Tasks L4DC 2025 AEGIS2.0: A Diverse AI Safety Dataset and Risks Taxonomy for Alignment of LLM Guardrails NAACL 2025 Aequa: Fair Model Rewards in Collaborative Learning via Slimmable Networks ICML 2025 AERA Chat: An Interactive Platform for Automated Explainable Student Answer Assessment EMNLP 2025 AerialMegaDepth: Learning Aerial-Ground Reconstruction and View Synthesis CVPR 2025