Anthony Sarah

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 13

Top Topics

Neural Architecture

High Resolution

Content Based Copy Detection

Genetic Algorithm

Top Venues

GECCO Companion

Publications

Anthony Sarah, Sharath Nittur Sridhar, Maciej Szankin, Sairam Sundaresan
LLaMA-NAS: Efficient Neural Architecture Search for Large Language Models. CoRR (2024)
Souvik Kundu, Anthony Sarah, Vinay Joshi, Om Ji Omer, Sreenivas Subramoney
Towards Joint Optimization for DNN Architecture and Configuration for Compute-In-Memory Hardware. CoRR (2024)
Sharath Nittur Sridhar, Souvik Kundu, Sairam Sundaresan, Maciej Szankin, Anthony Sarah
InstaTune: Instantaneous Neural Architecture Search During Fine-Tuning. CoRR (2023)
Sharath Nittur Sridhar, Souvik Kundu, Sairam Sundaresan, Maciej Szankin, Anthony Sarah
InstaTune: Instantaneous Neural Architecture Search During Fine-Tuning. ICCV (Workshops) (2023)
Sharath Nittur Sridhar, Maciej Szankin, Fang Chen, Sairam Sundaresan, Anthony Sarah
SimQ-NAS: Simultaneous Quantization Policy and Neural Architecture Search. CoRR (2023)
Daniel Cummings, Anthony Sarah, Sharath Nittur Sridhar, Maciej Szankin, Juan Pablo Muñoz, Sairam Sundaresan
A Hardware-Aware Framework for Accelerating Neural Architecture Search Across Modalities. CoRR (2022)
Sharath Nittur Sridhar, Anthony Sarah, Sairam Sundaresan
TrimBERT: Tailoring BERT for Trade-offs. CoRR (2022)
Anthony Sarah, Daniel Cummings, Sharath Nittur Sridhar, Sairam Sundaresan, Maciej Szankin, Tristan Webb, J. Pablo Munoz
A Hardware-Aware System for Accelerating Deep Neural Network Optimization. CoRR (2022)
Daniel Cummings, Sharath Nittur Sridhar, Anthony Sarah, Maciej Szankin
Accelerating neural architecture exploration across modalities using genetic algorithms. GECCO Companion (2022)
Juan Pablo Muñoz, Nikolay Lyalyushkin, Chaunte Willetta Lacewell, Anastasia Senina, Daniel Cummings, Anthony Sarah, Alexander Kozlov, Nilesh Jain
Automated Super-Network Generation for Scalable Neural Architecture Search. AutoML (2022)
Daniel Cummings, Sharath Nittur Sridhar, Anthony Sarah, Maciej Szankin
Accelerating Neural Architecture Exploration Across Modalities Using Genetic Algorithms. CoRR (2022)
Alicja Kwasniewska, Maciej Szankin, Jacek Ruminski, Anthony Sarah, David Gamba
Improving Accuracy of Respiratory Rate Estimation by Restoring High Resolution Features With Transformers and Recursive Convolutional Models. CVPR Workshops (2021)
Sharath Nittur Sridhar, Anthony Sarah
Undivided Attention: Are Intermediate Layers Necessary for BERT? CoRR (2020)
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, R. Blythe Towal
Qualcomm Research and University of Amsterdam at TRECVID 2015: Recognizing Concepts, Objects, and Events in Video. TRECVID (2015)
Leonard H. Grokop, Anthony Sarah, Chris Brunner, Vidya Narayanan, Sanjiv Nanda
Activity and device position recognition in mobile devices. UbiComp (2011)