Understanding Certified Training with Interval Bound Propagation

Understanding Certified Training with Interval Bound Propagation

17 June 2023

Mark Niklas Muller

Martin Vechev

Papers citing "Understanding Certified Training with Interval Bound Propagation"

7 / 7 papers shown

Title
Introducing Interval Neural Networks for Uncertainty-Aware System Identification Mehmet Ali Ferah Tufan Kumbasar 24 0 0 26 Apr 2025
Average Certified Radius is a Poor Metric for Randomized Smoothing Chenhao Sun Yuhao Mao Mark Niklas Muller Martin Vechev AAML 41 0 0 09 Oct 2024
Make Interval Bound Propagation great again Patryk Krukowski Daniel Wilczak Jacek Tabor Anna Bielawska Przemysław Spurek OOD AAML 39 0 0 04 Oct 2024
On Using Certified Training towards Empirical Robustness Alessandro De Palma Serge Durand Zakaria Chihani François Terrier Caterina Urban OOD AAML 38 1 0 02 Oct 2024
CTBENCH: A Library and Benchmark for Certified Training Yuhao Mao Stefan Balauca Martin Vechev OOD 47 5 0 07 Jun 2024
Robustness in deep learning: The good (width), the bad (depth), and the ugly (initialization) Zhenyu Zhu Fanghui Liu Grigorios G. Chrysos V. Cevher 39 19 0 15 Sep 2022
The Intrinsic Dimension of Images and Its Impact on Learning Phillip E. Pope Chen Zhu Ahmed Abdelkader Micah Goldblum Tom Goldstein 197 262 0 18 Apr 2021