Rebecca LI

Machine Learning Research Engineer

San Francisco

Dr. Xiaoyang Li (Rebecca) joined Adobe Research as a Research Engineer in 2021. She completed her Ph.D. at the University of Houston in large-scale medical image processing.

Her diverse professional domain experiences cover different AI application fields: Image editing and generation software, Medical Imaging, Self-driving Car, and Oil & Gas. She also has established a track record of publications in the top-tier journals and AI conferences  in Deep Learning, Machine Learning, and Computer Vision.

She is the main developer of the cross-library image augmentation module “Beacon-aug” at Adobe Research.

Research interests: Image Augmentation, Segmentation, Pixel Inpainting, Object Detection/Classification, Compressive Sensing, CNN, GANs.

For more information, please visit her personal website.

Publications

ARIA: Adversarially Robust Image Attribution for Content Provenance

Andriushchenko, M., LI, R., Oxholm, G., Gittings, T., Bui, T., Flammarion, N., Collomosse, J. (Jun. 19, 2022)

CVPR 2022, Workshop on Media Forensics

Comprehensive Cell Phenotyping Method for Whole-Brain Tissue Mapping Using Highly Multiplexed Immunofluorescence Imaging

Maric, D., Jahanipour, J., LI, R., Singh, A., Mobiny, A., Van Nguyen, H., Sedlock, A., Roysam, K. (Mar. 10, 2021)

Nature Communications

News