Activity and device position recognition in mobile devices. - Leonard H. Grokop; Anthony Sarah; Chris Brunner; Vidya Narayanan 003; Sanjiv Nanda (UbiComp, 2011)

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 (TRECVID, 2015)

Undivided Attention: Are Intermediate Layers Necessary for BERT? - Sharath Nittur Sridhar; Anthony Sarah (CoRR, 2020)

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 (CVPR Workshops, 2021)

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 (AutoML, 2022)

Accelerating neural architecture exploration across modalities using genetic algorithms. - Daniel Cummings; Sharath Nittur Sridhar; Anthony Sarah; Maciej Szankin (GECCO Companion, 2022)

TrimBERT: Tailoring BERT for Trade-offs. - Sharath Nittur Sridhar; Anthony Sarah; 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)

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)

InstaTune: Instantaneous Neural Architecture Search During Fine-Tuning. - Sharath Nittur Sridhar; Souvik Kundu 002; Sairam Sundaresan; Maciej Szankin; Anthony Sarah (ICCV (Workshops), 2023)

SimQ-NAS: Simultaneous Quantization Policy and Neural Architecture Search. - Sharath Nittur Sridhar; Maciej Szankin; Fang Chen; Sairam Sundaresan; Anthony Sarah (CoRR, 2023)

LLaMA-NAS: Efficient Neural Architecture Search for Large Language Models. - Anthony Sarah; Sharath Nittur Sridhar; Maciej Szankin; Sairam Sundaresan (ECCV Workshops (11), 2024)

CiMNet: Towards Joint Optimization for DNN Architecture and Configuration for Compute-In-Memory Hardware. - Souvik Kundu 002; Anthony Sarah; Vinay Joshi; Om Ji Omer; Sreenivas Subramoney (CoRR, 2024)