| Improved Sample Complexities for Deep Networks and Robust Classification via an All-Layer Margin | Oct 9, 2019 | AllGeneral Classification | CodeCode Available | 0 | 5 |
| Improving Landmark Recognition using Saliency detection and Feature classification | Nov 30, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Identifying and Understanding Cross-Class Features in Adversarial Training | Jun 5, 2025 | Robust classification | CodeCode Available | 0 | 5 |
| An Exponentially Converging Particle Method for the Mixed Nash Equilibrium of Continuous Games | Nov 2, 2022 | Robust classification | CodeCode Available | 0 | 5 |
| Image Classification Using Singular Value Decomposition and Optimization | Dec 10, 2024 | Classificationimage-classification | CodeCode Available | 0 | 5 |
| Adversarial Feature Desensitization | Jun 8, 2020 | Adversarial RobustnessDomain Adaptation | CodeCode Available | 0 | 5 |
| Frequency-Based Vulnerability Analysis of Deep Learning Models against Image Corruptions | Jun 12, 2023 | ClassificationRobust classification | CodeCode Available | 0 | 5 |
| HALO: Robust Out-of-Distribution Detection via Joint Optimisation | Feb 27, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 | 5 |
| An Enhanced Zeroth-Order Stochastic Frank-Wolfe Framework for Constrained Finite-Sum Optimization | Jan 13, 2025 | Computational EfficiencyRobust classification | CodeCode Available | 0 | 5 |
| Computational Asymmetries in Robust Classification | Jun 25, 2023 | Adversarial RobustnessClassification | CodeCode Available | 0 | 5 |
