Intelligent Imaging Lab

Robust Machine Learning

Selected Publications

Optical Adversarial Attack

Optical Adversarial Attack

Abhiram Gnanasambandam, Alex M. Sherman, and Stanley H. Chan

IEEE ICCV Workshop, 2021

Media Coverage:

Adversarial Graphics

Detecting and Segmenting Adversarial Graphics Patterns from Images

Xiangyu Qu and Stanley H. Chan

IEEE ICCV Workshop, 2021

Student-Teacher Learning

Student-Teacher Learning from Clean Inputs to Noisy Inputs

Guanzhe Hong, Zhiyuan Mao, Xiaojun Lin, and Stanley H. Chan

IEEE CVPR, 2021

One Size Fits All

One Size Fits All: Can We Train One Denoiser for All Noise Levels?

Abhiram Gnansambandam and Stanley H. Chan

ICML, 2020

ConsensusNet

ConsensusNet: Optimal Combination of Image Denoisers

Joon Hee Choi, Omar A. Elgendy and Stanley H. Chan

IEEE Transactions on Image Processing, 2019