21 citations · 21 across the 2 of their papers we have counts for
3 papers
cs.LG2021
Reconstructing Training Data from Diverse ML Models by Ensemble Inversion
Qian Wang, Daniel Kurz
Model Inversion (MI), in which an adversary abuses access to a trained Machine Learning (ML) model attempting to infer sensitive information about its original training data, has a…
cs.CV2021★ 21 cited
ARKitScenes: A Diverse Real-World Dataset For 3D Indoor Scene Understanding Using Mobile RGB-D Data
Gilad Baruch, Zhuoyuan Chen, Afshin Dehghan +8
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 n…
cs.CV2020
HDR Environment Map Estimation for Real-Time Augmented Reality
Gowri Somanath, Daniel Kurz
We present a method to estimate an HDR environment map from a narrow field-of-view LDR camera image in real-time. This enables perceptually appealing reflections and shading on vir…