Chawin Sitawarin

DARTS: Deceiving Autonomous Cars with Toxic Signs

Chawin Sitawarin, Arjun Nitin Bhagoji, Arsalan Mosenia et al. · arXiv (Cornell University) · 2018 · 179 citations · Full text

Toxic Signs, Machine Learning, Engineering +20

Enhancing robustness of machine learning systems via data transformations

Arjun Nitin Bhagoji, Daniel Cullina, Chawin Sitawarin et al. · 2018 · 72 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

Beyond Grand Theft Auto V for Training, Testing and Enhancing Deep Learning in Self Driving Cars

Mark Martinez, Chawin Sitawarin, Kevin Finch et al. · arXiv (Cornell University) · 2017 · 59 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +19

Analyzing the Robustness of Open-World Machine Learning

Vikash Sehwag, Arjun Nitin Bhagoji, Liwei Song et al. · 2019 · 57 citations · Full text

Artificial Intelligence, Open-world Machine Learning, Ood Inputs +15

Inverse-designed photonic fibers and metasurfaces for nonlinear frequency conversion [Invited]

Chawin Sitawarin, Weiliang Jin, Zin Lin et al. · Photonics Research · 2018 · 53 citations

Engineering, Index Guiding, Metasurfaces +17