Improving spatio-temporal feature extraction techniques and their applications in action classification. - Maral Mesmakhosroshahi; Joohee Kim (VCIP, 2012)

Stereo based region of interest generation for pedestrian detection in driver assistance systems. - Maral Mesmakhosroshahi; Joohee Kim; Yunsik Lee; Jong-bok Kim (ICIP, 2013)

Reducing search space for fast pedestrian detection. - Maral Mesmakhosroshahi; Joohee Kim (VCIP, 2015)

Fast depth estimation using spatio-temporal prediction for stereo-based pedestrian detection. - Amin Zarshenas; Maral Mesmakhosroshahi; Joohee Kim (VCIP, 2015)

Stereo-based region of interest generation for real-time pedestrian detection. - Joohee Kim; Maral Mesmakhosroshahi (Peer-to-Peer Netw. Appl., 2015)

Feature-based ROI generation for stereo-based pedestrian detection. - Maral Mesmakhosroshahi; Maziar Loghman; Joohee Kim (ICASSP, 2017)

Training Large Neural Networks with Constant Memory using a New Execution Algorithm. - Bharadwaj Pudipeddi; Maral Mesmakhosroshahi; Jinwen Xi; Sujeeth Bharadwaj (CoRR, 2020)

With Shared Microexponents, A Little Shifting Goes a Long Way. - Bita Darvish Rouhani; Ritchie Zhao; Venmugil Elango; Rasoul Shafipour; Mathew Hall; Maral Mesmakhosroshahi; Ankit More; Levi Melnick; Maximilian Golub; Girish Varatkar; Lai Shao; Gaurav Kolhe; et al. (ISCA, 2023)

Shared Microexponents: A Little Shifting Goes a Long Way. - Bita Rouhani; Ritchie Zhao; Venmugil Elango; Rasoul Shafipour; Mathew Hall; Maral Mesmakhosroshahi; Ankit More; Levi Melnick; Maximilian Golub; Girish Varatkar; Lei Shao; Gaurav Kolhe; et al. (CoRR, 2023)

Microscaling Data Formats for Deep Learning. - Bita Darvish Rouhani; Ritchie Zhao; Ankit More; Mathew Hall; Alireza Khodamoradi; Summer Deng; Dhruv Choudhary; Marius Cornea; Eric Dellinger; Kristof Denolf; Dusan Stosic; Venmugil Elango; et al. (CoRR, 2023)