Robustness

Improving Generalization of Universal Adversarial Perturbation via Dynamic Maximin Optimization AAAI 2025 Probing the Robustness Properties of Neural Speech Codecs Interspeech 2025 Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport ICLR 2025 Robust Classification by Coupling Data Mollification with Label Smoothing AISTATS 2025 SATA: Spatial Autocorrelation Token Analysis for Enhancing the Robustness of Vision Transformers CVPR 2025 Tackling Data Corruption in Offline Reinforcement Learning via Sequence Modeling ICLR 2025 Thinking Fast and Slow: Robust Speech Recognition via Deep Filter-Tuning Interspeech 2025 Towards Bitrate-Efficient and Noise-Robust Speech Coding with Variable Bitrate RVQ Interspeech 2025 Words or Vision: Do Vision-Language Models Have Blind Faith in Text? CVPR 2025 1-Lipschitz Layers Compared: Memory Speed and Certifiable Robustness CVPR 2024 Adversarial Initialization with Universal Adversarial Perturbation: A New Approach to Fast Adversarial Training AAAI 2024 ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs ACL 2024 Benchmarking the Robustness of Temporal Action Detection Models Against Temporal Corruptions CVPR 2024 Boosting Adversarial Transferability by Block Shuffle and Rotation CVPR 2024 Characterizing Data Point Vulnerability as Average-Case Robustness UAI 2024 Closing the Gap: Achieving Better Accuracy-Robustness Tradeoffs against Query-Based Attacks AAAI 2024 Delving into Qualitative Implications of Synthetic Data for Hate Speech Detection EMNLP 2024 DiffHammer: Rethinking the Robustness of Diffusion-Based Adversarial Purification NeurIPS 2024 Diffusion Models are Certifiably Robust Classifiers NeurIPS 2024 Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models NeurIPS 2024 Enhancing the Robustness of Spiking Neural Networks with Stochastic Gating Mechanisms AAAI 2024 EntProp: High Entropy Propagation for Improving Accuracy and Robustness UAI 2024 Expressive Losses for Verified Robustness via Convex Combinations ICLR 2024 Improving Robustness of 3D Point Cloud Recognition from a Fourier Perspective NeurIPS 2024 Improving robustness to corruptions with multiplicative weight perturbations NeurIPS 2024