CNN Robustness research. Application to face detectors and face ID systems

Name: CNN Robustness research. Application to face detectors and face ID systems
Start: 2020-12-01T00:00:00Z
Location: Huawei Workshop on DL Theory

Aleksandr Petiushko Александр Петюшко

Date

Dec 1, 2020 12:00 AM

Event

Mini-workshop on Deep Learning Theory by Huawei.

Location

Huawei Workshop on DL Theory

Moscow, Russia

I made the presentation about the adversarial robustness theory and our publications in this area during the Huwei Workshop.

Robustness Adversarial Robustness Adversarial Attack Real-world Face Recognition Face Detection FaceID Convolution Neural Network Computer Vision Overview

Aleksandr Petiushko Александр Петюшко

Director, Head of ML Research / Adjunct Professor / PhD

Principal R&D Researcher (15+ years of experience), R&D Technical Leader (10+ years of experience), and R&D Manager (7+ years of experience). Running and managing industrial research and academic collaboration (35+ publications, 30+ patents). Inspired by theoretical computer science and how it changes the world.