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Oral
Tue Jul 19 11:30 PM -- 11:50 PM (KST) @ Hall G
Detecting Adversarial Examples Is (Nearly) As Hard As Classifying Them
In Deep Learning: Robustness
Florian Tramer
Spotlight
Tue Jul 19 11:50 PM -- 11:55 PM (KST) @ Hall G
ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks
In Deep Learning: Robustness
Haoran You · Baopu Li · Shi Huihong · Yonggan Fu · Yingyan Lin
Spotlight
Tue Jul 19 11:55 PM -- 12:00 AM (KST) @ Hall G
Provably Adversarially Robust Nearest Prototype Classifiers
In Deep Learning: Robustness
Václav Voráček · Matthias Hein
Spotlight
Wed Jul 20 12:00 AM -- 12:05 AM (KST) @ Hall G
Certifying Out-of-Domain Generalization for Blackbox Functions
In Deep Learning: Robustness
Maurice Weber · Linyi Li · Boxin Wang · Zhikuan Zhao · Bo Li · Ce Zhang
Spotlight
Wed Jul 20 12:05 AM -- 12:10 AM (KST) @ Hall G
Intriguing Properties of Input-Dependent Randomized Smoothing
In Deep Learning: Robustness
Peter Súkeník · Aleksei Kuvshinov · Stephan Günnemann
Oral
Wed Jul 20 12:10 AM -- 12:30 AM (KST) @ Hall G
To Smooth or Not? When Label Smoothing Meets Noisy Labels
In Deep Learning: Robustness
Jiaheng Wei · Hangyu Liu · Tongliang Liu · Gang Niu · Masashi Sugiyama · Yang Liu
Spotlight
Wed Jul 20 12:30 AM -- 12:35 AM (KST) @ Hall G
Evaluating the Adversarial Robustness of Adaptive Test-time Defenses
In Deep Learning: Robustness
Francesco Croce · Sven Gowal · Thomas Brunner · Evan Shelhamer · Matthias Hein · Taylan Cemgil
Spotlight
Wed Jul 20 12:35 AM -- 12:40 AM (KST) @ Hall G
On the Generalization Analysis of Adversarial Learning
In Deep Learning: Robustness
Waleed Mustafa · Yunwen Lei · Marius Kloft
Spotlight
Wed Jul 20 12:40 AM -- 12:45 AM (KST) @ Hall G
Demystifying the Adversarial Robustness of Random Transformation Defenses
In Deep Learning: Robustness
Chawin Sitawarin · Zachary Golan-Strieb · David Wagner
Spotlight
Wed Jul 20 12:45 AM -- 12:50 AM (KST) @ Hall G
Double Sampling Randomized Smoothing
In Deep Learning: Robustness
Linyi Li · Jiawei Zhang · Tao Xie · Bo Li
Spotlight
Wed Jul 20 12:50 AM -- 12:55 AM (KST) @ Hall G
TPC: Transformation-Specific Smoothing for Point Cloud Models
In Deep Learning: Robustness
Wenda Chu · Linyi Li · Bo Li