Showing 1–20 of 28 results
/ Date/ Name
Feb 20, 2020On the Decision Boundaries of Neural Networks: A Tropical Geometry PerspectiveJul 9, 2021ANCER: Anisotropic Certification via Sample-wise Volume MaximizationNov 29, 2022SimCS: Simulation for Domain Incremental Online Continual SegmentationApr 3, 2023Online Distillation with Continual Learning for Cyclic Domain ShiftsJan 31, 2022On the Robustness of Quality Measures for GANsDec 11, 2019Gabor Layers Enhance Network RobustnessMar 26, 2021Combating Adversaries with Anti-AdversariesMay 3, 2020Adaptive Learning of the Optimal Batch Size of SGDFeb 2, 2023Real-Time Evaluation in Online Continual Learning: A New HopeJun 13, 2020Rethinking Clustering for RobustnessApr 10, 2023Evaluation of Test-Time Adaptation Under Computational Time ConstraintsJul 2, 2021DeformRS: Certifying Input Deformations with Randomized SmoothingFeb 10, 2022Towards Assessing and Characterizing the Semantic Robustness of Face RecognitionApr 12, 20223DeformRS: Certifying Spatial Deformations on Point CloudsJun 6, 2022Certified Robustness in Federated LearningJul 11, 2024FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical ImagingApr 28, 2025Towards Faster and More Compact Foundation Models for Molecular Property PredictionSep 29, 2022Generalizability of Adversarial Robustness Under Distribution ShiftsDec 1, 2025Forget Less, Retain More: A Lightweight Regularizer for Rehearsal-Based Continual LearningJul 29, 2021Enhancing Adversarial Robustness via Test-time Transformation Ensembling