Solving Forward and Inverse Problems Using Autoencoders. - Hwan Goh; Sheroze Sheriffdeen; Tan Bui-Thanh (CoRR, 2019)

Accelerating PDE-constrained Inverse Solutions with Deep Learning and Reduced Order Models. - Sheroze Sheriffdeen; Jean C. Ragusa; Jim E. Morel; Marvin L. Adams; Tan Bui-Thanh (CoRR, 2019)

Solving Bayesian Inverse Problems via Variational Autoencoders. - Hwan Goh; Sheroze Sheriffdeen; Jonathan Wittmer; Tan Bui-Thanh (MSML, 2021)

Robust, High-Precision GNSS Carrier-Phase Positioning with Visual-Inertial Fusion. - Erqun Dong; Sheroze Sheriffdeen; Shichao Yang; Jing Dong 002; Renzo De Nardi; Carl Yuheng Ren; Xiao-Wen Chang; Xue Liu; Zijian Wang (CoRR, 2023)

Reading Recognition in the Wild. - Charig Yang; Samiul Alam; Shakhrul Iman Siam; Michael J. Proulx; Lambert Mathias; Kiran K. Somasundaram; Luis Pesqueira; James Fort; Sheroze Sheriffdeen; Omkar M. Parkhi; Carl Yuheng Ren; Mi Zhang 002; et al. (CoRR, 2025)