robustness

ABNet: Adaptive explicit-Barrier Net for Safe and Scalable Robot Learning ICML 2025 ActLoc: Learning to Localize on the Move via Active Viewpoint Selection CoRL 2025 Adaptive Sensitivity Analysis for Robust Augmentation against Natural Corruptions in Image Segmentation ICML 2025 Adversarial Reasoning at Jailbreaking Time ICML 2025 AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs ICML 2025 An End-to-End Model for Logits-Based Large Language Models Watermarking ICML 2025 A Unified Theoretical Analysis of Private and Robust Offline Alignment: from RLHF to DPO ICML 2025 Beyond Worst-Case Online Classification: VC-Based Regret Bounds for Relaxed Benchmarks COLT 2025 CAT: Contrastive Adversarial Training for Evaluating the Robustness of Protective Perturbations in Latent Diffusion Models ICML 2025 CDP: Towards Robust Autoregressive Visuomotor Policy Learning via Causal Diffusion CoRL 2025 Clone-Robust AI Alignment ICML 2025 Cowpox: Towards the Immunity of VLM-based Multi-Agent Systems ICML 2025 Deep Reinforcement Learning from Hierarchical Preference Design ICML 2025 Does Low Rank Adaptation Lead to Lower Robustness against Training-Time Attacks? ICML 2025 EditLord: Learning Code Transformation Rules for Code Editing ICML 2025 Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability ICML 2025 Explaining the role of Intrinsic Dimensionality in Adversarial Training ICML 2025 Federated Generalised Variational Inference: A Robust Probabilistic Federated Learning Framework ICML 2025 Flow-based Domain Randomization for Learning and Sequencing Robotic Skills ICML 2025 Focus On This, Not That! Steering LLMs with Adaptive Feature Specification ICML 2025 GaussMarker: Robust Dual-Domain Watermark for Diffusion Models ICML 2025 Geometric Median (GM) Matching for Robust k-Subset Selection from Noisy Data ICML 2025 Information Bottleneck-guided MLPs for Robust Spatial-temporal Forecasting ICML 2025 LAION-C: An Out-of-Distribution Benchmark for Web-Scale Vision Models ICML 2025 Latent Preference Coding: Aligning Large Language Models via Discrete Latent Codes ICML 2025