Diana Marculescu is affiliated with The University of Texas at Austin in the United States. The primary fields of study in their research include Computer Science and Engineering, with a particular focus on subfields such as Computer Vision and Pattern Recognition, Artificial Intelligence, Electrical and Electronic Engineering, Signal Processing, and Hardware and Architecture.
Their research topics encompass Advanced Neural Network Applications, Adversarial Robustness in Machine Learning, Domain Adaptation and Few-Shot Learning, Advanced Memory and Neural Computing, Music and Audio Processing, CCD and CMOS Imaging Sensors, and Speech and Audio Processing.
Marculescu has contributed to various publication venues with a concentration of work in arXiv (Cornell University), totaling 41 publications. Other venues include Lecture Notes in Computer Science, the 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Proceedings of the AAAI Conference on Artificial Intelligence, and the IEEE Journal of Selected Topics in Signal Processing.
Selected recent papers authored or co-authored by Diana Marculescu include:
Frequent co-authors in their work include Tanvir Mahmud, Ting-Wu Chin, Ahmet Inci, Hung-Yueh Chiang, and Ruizhou Ding.
Marculescu has received several professional recognitions, including being named an ACM Fellow in 2019 for contributions to the design and optimization of energy-aware computing systems, IEEE Fellow status in 2015 for similar contributions, ACM Distinguished Member in 2011, and ACM Senior Member in 2009.
Sebastian Herbert;Diana Marculescu
D. Marculescu;R. Marculescu;N.H. Zamora;P. Stanley-Marbell
Anoop Iyer;Diana Marculescu
Dimitrios Stamoulis;Ruizhou Ding;Di Wang;Dimitrios Lymberopoulos
Muhammad Shafique;Siddharth Garg;Jörg Henkel;Diana Marculescu
Umit Y. Ogras;Radu Marculescu;Puru Choudhary;Diana Marculescu
Natasa Miskov-Zivanov;Diana Marculescu
Radu Marculescu;Diana Marculescu;Massoud Pedram
Umit Y. Ogras;Radu Marculescu;Diana Marculescu;Eun Gu Jung
Ruizhou Ding;Ting-Wu Chin;Zeye Liu;Diana Marculescu
D. Marculescu;R. Marculescu;M. Pedram
Sebastian Herbert;Diana Marculescu
N. Miskov-Zivanov;D. Marculescu
N Miskov-Zivanov;D Marculescu
Radu Marculescu;Diana Marculescu;Massoud Pedram
Ting-Wu Chin;Ruizhou Ding;Cha Zhang;Diana Marculescu
R. Marculescu;D. Marculescu;M. Pedram
Bharathwaj Raghunathan;Yatish Turakhia;Siddharth Garg;Diana Marculescu
Diana Marculescu;Radu Marculescu;Massoud Pedram
Diana Marculescu
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