Hassan Dbouk

According to our database, Hassan Dbouk authored at least 12 papers between 2016 and 2024.

Collaborative distances:

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

2024

Multi-Draft Speculative Sampling: Canonical Architectures and Theoretical Limits.

Ashish Khisti, Mohammadreza Ebrahimi, Hassan Dbouk, Arash Behboodi, Roland Memisevic, Christos Louizos

CoRR, 2024

2023

On the Robustness of Randomized Ensembles to Adversarial Perturbations.

Hassan Dbouk, Naresh R. Shanbhag

Proceedings of the International Conference on Machine Learning, 2023

2022

Fundamental Limits on Energy-Delay-Accuracy of In-Memory Architectures in Inference Applications.

Sujan K. Gonugondla, Charbel Sakr, Hassan Dbouk, Naresh R. Shanbhag

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Adversarial Vulnerability of Randomized Ensembles.

Hassan Dbouk, Naresh R. Shanbhag

Proceedings of the International Conference on Machine Learning, 2022

2021

A 0.44-μJ/dec, 39.9-μs/dec, Recurrent Attention In-Memory Processor for Keyword Spotting.

Hassan Dbouk, Sujan K. Gonugondla, Charbel Sakr, Naresh R. Shanbhag

IEEE J. Solid State Circuits, 2021

Generalized Depthwise-Separable Convolutions for Adversarially Robust and Efficient Neural Networks.

Hassan Dbouk, Naresh R. Shanbhag

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

The Twelvefold Way of Non-Sequential Lossless Compression.

Taha Ameen ur Rahman, Alton S. Barbehenn, Xinan Chen, Hassan Dbouk, James A. Douglas, Yuncong Geng, Ian George, John B. Harvill, Sung Woo Jeon, Kartik K. Kansal, Kiwook Lee, Kelly A. Levick, Bochao Li, Ziyue Li, Yashaswini Murthy, Adarsh Muthuveeru-Subramaniam, S. Yagiz Olmez, Matthew J. Tomei, Tanya Veeravalli, Xuechao Wang, Eric A. Wayman, Fan Wu, Peng Xu, Shen Yan, Heling Zhang, Yibo Zhang, Yifan Zhang, Yibo Zhao, Sourya Basu, Lav R. Varshney

Proceedings of the 31st Data Compression Conference, 2021

2020

Fundamental Limits on the Precision of In-memory Architectures.

Sujan K. Gonugondla, Charbel Sakr, Hassan Dbouk, Naresh R. Shanbhag

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

Low-Complexity Fixed-Point Convolutional Neural Networks For Automatic Target Recognition.

Hassan Dbouk, Hanfei Geng, Craig M. Vineyard, Naresh R. Shanbhag

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

DBQ: A Differentiable Branch Quantizer for Lightweight Deep Neural Networks.

Hassan Dbouk, Hetul Sanghvi, Mahesh Mehendale, Naresh R. Shanbhag

Proceedings of the Computer Vision - ECCV 2020, 2020

KeyRAM: A 0.34 uJ/decision 18 k decisions/s Recurrent Attention In-memory Processor for Keyword Spotting.

Hassan Dbouk, Sujan K. Gonugondla, Charbel Sakr, Naresh R. Shanbhag

Proceedings of the 2020 IEEE Custom Integrated Circuits Conference, 2020

2016

Scalable Multimedia Streaming in Wireless Networks with Device-to-Device Cooperation.

Karim Jahed, Sanaa Sharafeddine, Abdallah Moussawi, Abbas Abou Daya, Hassan Dbouk, Saadallah Kassir, Zaher Dawy, Preethi Valsalan, Wael Chérif, Fethi Filali

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016