Search Results for author: Jinghao Shi

Found 3 papers, 1 papers with code

Multimodal Object Detection via Probabilistic Ensembling

2 code implementations7 Apr 2021 Yi-Ting Chen, Jinghao Shi, Zelin Ye, Christoph Mertz, Deva Ramanan, Shu Kong

Object detection with multimodal inputs can improve many safety-critical systems such as autonomous vehicles (AVs).

Autonomous Vehicles object-detection +1

Certified robustness against physically-realizable patch attack via randomized cropping

no code implementations1 Jan 2021 Wan-Yi Lin, Fatemeh Sheikholeslami, Jinghao Shi, Leslie Rice, J Zico Kolter

Our method improves upon the current state of the art in defending against patch attacks on CIFAR10 and ImageNet, both in terms of certified accuracy and inference time.

Classification Crop Classification +2

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