I am a CS graduate student at Princeton University. My research interests are broadly in machine learning and computer vision.
During my undergraduate time, I interned at NVIDIA AI lab, where I feel fortunate to be mentored by professors Sanja Fidler and Antonio Torralba. Before that, I worked as an undergraduate research assistant at the University of Waterloo, supervised by professor Florian Kerschbaum.
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DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort
Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering
All You Need is RAW: Defending Against Adversarial Attacks with Camera Image Pipelines
- Yuxuan Zhang , Bo Dong, Felix Heide
- Under Review
- arXiv: 2112.09219
The Implicit Values of A Good Hand Shake: Handheld Multi-Frame Neural Depth Refinement
Deep Neural Network Fingerprinting by Conferrable Adversarial Examples
- Nils Lukas, Yuxuan Zhang, Florian Kerschbaum
- Accepted to International Conference on Learning Representations (ICLR) 2021, Spotlight Presentation
- arXiv: 1912.00888