Anthony Sarah

According to our database, Anthony Sarah authored at least 13 papers between 2011 and 2024.

Collaborative distances:

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

2024

LLaMA-NAS: Efficient Neural Architecture Search for Large Language Models.

Anthony Sarah, Sharath Nittur Sridhar, Maciej Szankin, Sairam Sundaresan

CoRR, 2024

CiMNet: Towards Joint Optimization for DNN Architecture and Configuration for Compute-In-Memory Hardware.

Souvik Kundu, Anthony Sarah, Vinay Joshi, Om Ji Omer, Sreenivas Subramoney

CoRR, 2024

2023

SimQ-NAS: Simultaneous Quantization Policy and Neural Architecture Search.

Sharath Nittur Sridhar, Maciej Szankin, Fang Chen, Sairam Sundaresan, Anthony Sarah

CoRR, 2023

InstaTune: Instantaneous Neural Architecture Search During Fine-Tuning.

Sharath Nittur Sridhar, Souvik Kundu, Sairam Sundaresan, Maciej Szankin, Anthony Sarah

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

A Hardware-Aware Framework for Accelerating Neural Architecture Search Across Modalities.

Daniel Cummings, Anthony Sarah, Sharath Nittur Sridhar, Maciej Szankin, Juan Pablo Muñoz, Sairam Sundaresan

CoRR, 2022

A Hardware-Aware System for Accelerating Deep Neural Network Optimization.

Anthony Sarah, Daniel Cummings, Sharath Nittur Sridhar, Sairam Sundaresan, Maciej Szankin, Tristan Webb, J. Pablo Munoz

CoRR, 2022

TrimBERT: Tailoring BERT for Trade-offs.

Sharath Nittur Sridhar, Anthony Sarah, Sairam Sundaresan

CoRR, 2022

Accelerating neural architecture exploration across modalities using genetic algorithms.

Daniel Cummings, Sharath Nittur Sridhar, Anthony Sarah, Maciej Szankin

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Automated Super-Network Generation for Scalable Neural Architecture Search.

Juan Pablo Muñoz, Nikolay Lyalyushkin, Chaunte Willetta Lacewell, Anastasia Senina, Daniel Cummings, Anthony Sarah, Alexander Kozlov, Nilesh Jain

Proceedings of the International Conference on Automated Machine Learning, 2022

2021

Improving Accuracy of Respiratory Rate Estimation by Restoring High Resolution Features With Transformers and Recursive Convolutional Models.

Alicja Kwasniewska, Maciej Szankin, Jacek Ruminski, Anthony Sarah, David Gamba

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Undivided Attention: Are Intermediate Layers Necessary for BERT?

Sharath Nittur Sridhar, Anthony Sarah

CoRR, 2020

2015

Qualcomm Research and University of Amsterdam at TRECVID 2015: Recognizing Concepts, Objects, and Events in Video.

Cees G. M. Snoek, Spencer Cappallo, Daniel Fontijne, David Julian, Dennis C. Koelma, Pascal Mettes, Koen E. A. van de Sande, Anthony Sarah, Harro Stokman, Regan Blythe Towal

Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015

2011

Activity and device position recognition in mobile devices.

Leonard H. Grokop, Anthony Sarah, Chris Brunner, Vidya Narayanan, Sanjiv Nanda

Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011