Adel Bibi
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RANCER: Non-Axis Aligned Anisotropic Certification With Randomized Smoothing
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Taras Rumezhak
,
Francisco Eiras
,
Philip H. S. Torr
,
Adel Bibi
PDF
Make Some Noise: Reliable and Efficient Single-Step Adversarial Training
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Pau de Jorge
,
Adel Bibi
,
Riccardo Volpi
,
Amartya Sanyal
,
Philip H. S. Torr
,
Gregory Rogéz
,
Puneet K. Dokania
PDF
Code
Data Dependent Randomized Smoothing
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Motasem Alfarra
,
Adel Bibi
,
Philip H.S. Torr
,
Bernard Ghanem
PDF
Code
DeformRS: Certifying Input Deformations with Randomized Smoothing
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Motasem Alfarra
,
Adel Bibi
,
Naeemullah Khan
,
Philip H.S. Torr
,
Bernard Ghanem
PDF
Combating Adversaries with Anti-Adversaries
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Motasem Alfarra
,
Juan C. Pérez
,
Ali Thabet
,
Adel Bibi
,
Philip H.S. Torr
,
Bernard Ghanem
PDF
Code
Slides
ClusTR: Clustering Training for Robustness
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Motasem Alfarra
,
Juan C. Pérez
,
Adel Bibi
,
Ali Thabet
,
Pablo Arbeláez
,
Bernard Ghanem
PDF
Code
Expected Tight Bounds for Robust Deep Neural Network Training
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Salman Alsubaihi
,
Adel Bibi
,
Modar Alfadly
,
Abdullah Hamdi
,
Bernard Ghanem
PDF
Code
Gabor Layers Enhance Network Robustness
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Juan C. Pérez
,
Motasem Alfarra
,
Guillaume Jeanneret
,
Adel Bibi
,
Ali Thabet
,
Bernard Ghanem
,
Pablo Arbeláez
PDF
Code
Video
A Stochastic Derivative Free Optimization Method with Momentum
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Eduard Gorbunov
,
Adel Bibi
,
Ozan Sener
,
El Houcine Bergou
,
Peter Richtarik
PDF
A Stochastic Derivative-Free Optimization Method with Importance Sampling: Theory and Learning to Control
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Adel Bibi
,
El Houcine Bergou
,
Ozan Sener
,
Bernard Ghanem
,
Peter Richtarik
PDF
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