Search Results for author: Jeffrey Z. Pan

Found 2 papers, 2 papers with code

On Intrinsic Dataset Properties for Adversarial Machine Learning

1 code implementation19 May 2020 Jeffrey Z. Pan, Nicholas Zufelt

In this paper, we study the effect of intrinsic dataset properties on the performance of adversarial attack and defense methods, testing on five popular image classification datasets - MNIST, Fashion-MNIST, CIFAR10/CIFAR100, and ImageNet.

Adversarial Attack Adversarial Robustness +2

Extreme Relative Pose Estimation for RGB-D Scans via Scene Completion

1 code implementation CVPR 2019 Zhenpei Yang, Jeffrey Z. Pan, Linjie Luo, Xiaowei Zhou, Kristen Grauman, Qi-Xing Huang

In particular, instead of only performing scene completion from each individual scan, our approach alternates between relative pose estimation and scene completion.

Pose Estimation

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