Maral Mesmakhosroshahi

According to our database, Maral Mesmakhosroshahi authored at least 10 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, Maximilian Golub, Alexander Heinecke, Phil James-Roxby, Dharmesh Jani, Gaurav Kolhe, Martin Langhammer, Ada Li, Levi Melnick, Maral Mesmakhosroshahi, Andres Rodriguez, Michael Schulte, Rasoul Shafipour, Lei Shao, Michael Y. Siu, Pradeep Dubey, Paulius Micikevicius, Maxim Naumov, Colin Verilli, Ralph Wittig, Doug Burger, Eric S. Chung

CoRR, 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, Dimitry Melts, Jasmine Klar, Renee L'Heureux, Matt Perry, Doug Burger, Eric S. Chung, Zhaoxia Deng, Sam Naghshineh, Jongsoo Park, Maxim Naumov

CoRR, 2023

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, Dimitry Melts, Jasmine Klar, Renee L'Heureux, Matt Perry, Doug Burger, Eric S. Chung, Zhaoxia (Summer) Deng, Sam Naghshineh, Jongsoo Park, Maxim Naumov

Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023

2020

Training Large Neural Networks with Constant Memory using a New Execution Algorithm.

Bharadwaj Pudipeddi, Maral Mesmakhosroshahi, Jinwen Xi, Sujeeth Bharadwaj

CoRR, 2020

2017

Feature-based ROI generation for stereo-based pedestrian detection.

Maral Mesmakhosroshahi, Maziar Loghman, Joohee Kim

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2015

Stereo-based region of interest generation for real-time pedestrian detection.

Joohee Kim, Maral Mesmakhosroshahi

Peer-to-Peer Netw. Appl., 2015

Fast depth estimation using spatio-temporal prediction for stereo-based pedestrian detection.

Amin Zarshenas, Maral Mesmakhosroshahi, Joohee Kim

Proceedings of the 2015 Visual Communications and Image Processing, 2015

Reducing search space for fast pedestrian detection.

Maral Mesmakhosroshahi, Joohee Kim

Proceedings of the 2015 Visual Communications and Image Processing, 2015

2013

Stereo based region of interest generation for pedestrian detection in driver assistance systems.

Maral Mesmakhosroshahi, Joohee Kim, Yunsik Lee, Jong-bok Kim

Proceedings of the IEEE International Conference on Image Processing, 2013

2012

Improving spatio-temporal feature extraction techniques and their applications in action classification.

Maral Mesmakhosroshahi, Joohee Kim

Proceedings of the 2012 Visual Communications and Image Processing, 2012