firstbacksecondback
28 Results
|
Poster
|
Tue 14:30 |
Defensive Quantization: When Efficiency Meets Robustness Ji Lin · Chuang Gan · Song Han |
|
|
Poster
|
Tue 14:30 |
Boosting Robustness Certification of Neural Networks Gagandeep Singh · Timon Gehr · Markus Püschel · Martin Vechev |
|
|
Poster
|
Tue 14:30 |
Learning Robust Representations by Projecting Superficial Statistics Out Haohan Wang · Zexue He · Zachary Lipton · Eric P Xing |
|
|
Poster
|
Wed 14:30 |
Deep Anomaly Detection with Outlier Exposure Dan Hendrycks · Mantas Mazeika · Thomas Dietterich |
|
|
Poster
|
Tue 14:30 |
A Statistical Approach to Assessing Neural Network Robustness Stefan Webb · Tom Rainforth · Yee Whye Teh · M. Pawan Kumar |
|
|
Poster
|
Tue 14:30 |
Benchmarking Neural Network Robustness to Common Corruptions and Perturbations Dan Hendrycks · Thomas Dietterich |
|
|
Poster
|
Tue 14:30 |
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness Robert Geirhos · Patricia Rubisch · Claudio Michaelis · Matthias Bethge · Felix Wichmann · Wieland Brendel |
|
|
Poster
|
Tue 14:30 |
Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network Xuanqing Liu · Yao Li · Chongruo Wu · Cho-Jui Hsieh |
|
|
Workshop
|
Mon 7:45 |
Safe Machine Learning: Specification, Robustness, and Assurance Silvia Chiappa · Victoria Krakovna · Adrià Garriga-Alonso · Andrew Trask · Jonathan Uesato · Christina Heinze-Deml · Ray Jiang · Adrian Weller |
|
|
Workshop
|
Mon 13:50 |
Priors for exploration and robustness Benjamin Eysenbach · Lisa Lee · Jacob Tyo |
|
|
Poster
|
Tue 14:30 |
Training for Faster Adversarial Robustness Verification via Inducing ReLU Stability Kai Xiao · Vincent Tjeng · Nur Muhammad Shafiullah · Aleksander Madry |
|
|
Poster
|
Tue 14:30 |
On the Sensitivity of Adversarial Robustness to Input Data Distributions Gavin Ding · Yik Chau Lui · Xiaomeng Jin · Luyu Wang · Ruitong Huang |