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Gilad Baruch

2 accepted papers

2021

ARKitScenes: A Diverse Real-World Dataset For 3D Indoor Scene Understanding Using Mobile RGB-D Data

NeurIPS 2021poster

Scene understanding is an active research area. Commercial depth sensors, such as Kinect, have enabled the release of several RGB-D datasets over the past few years which spawned novel methods in 3D scene understanding. More recently with the launch of the LiDAR sensor in Apple’s iPads and iPhones,…

Cited by 206SourcecodeScholar
2019

A Little Is Enough: Circumventing Defenses For Distributed Learning

NeurIPS 2019poster

Distributed learning is central for large-scale training of deep-learning models. However, it is exposed to a security threat in which Byzantine participants can interrupt or control the learning process. Previous attack models assume that the rogue participants (a) are omniscient (know the data of…