Abhay Gupta

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 12

Top Topics

Transfer Learning

Wavelet Transformation

Activity Recognition

Avoid Overfitting

Top Venues

Biomed. Signal Process. Control.

Publications

Abhinav Agarwalla, Abhay Gupta, Alexandre Marques, Shubhra Pandit, Michael Goin, Eldar Kurtic, Kevin Leong, Tuan Nguyen, Mahmoud Salem, Dan Alistarh, Sean Lie, Mark Kurtz
Enabling High-Sparsity Foundational Llama Models with Efficient Pretraining and Deployment. CoRR (2024)
Vithursan Thangarasa, Abhay Gupta, William Marshall, Tianda Li, Kevin Leong, Dennis DeCoste, Sean Lie, Shreyas Saxena
SPDF: Sparse Pre-training and Dense Fine-tuning for Large Language Models. CoRR (2023)
Vithursan Thangarasa, Abhay Gupta, William Marshall, Tianda Li, Kevin Leong, Dennis DeCoste, Sean Lie, Shreyas Saxena
SPDF: Sparse Pre-training and Dense Fine-tuning for Large Language Models. UAI (2023)
Vitaliy Chiley, Vithursan Thangarasa, Abhay Gupta, Anshul Samar, Joel Hestness, Dennis DeCoste
RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network. MLSys (2023)
Shreyas Saxena, Vithursan Thangarasa, Abhay Gupta, Sean Lie
SIFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency. CoRR (2023)
Pramod Gaur, Vatsal Malaviya, Abhay Gupta, Gautam Bhatia, Ram Bilas Pachori, Divyesh Sharma
COVID-19 disease identification from chest CT images using empirical wavelet transformation and transfer learning. Biomed. Signal Process. Control. 71 (Part) (2022)
Vitaliy Chiley, Vithursan Thangarasa, Abhay Gupta, Anshul Samar, Joel Hestness, Dennis DeCoste
RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network. CoRR (2022)
Abhay Gupta, Kuldeep Gupta, Kshama Gupta, Kapil Gupta
Human Activity Recognition Using Pose Estimation and Machine Learning Algorithm. ISIC (2021)
Abhay Gupta, Ayush Bhatnagar, Aditya Ramana Rachakonda, Ravindra Chittapur
Guaranteed Delivery of Advertisements to Targeted Audiences Under Deduplication and Frequency Capping Constraints. DASFAA (2) (2020)
Greg Stitt, Abhay Gupta, Madison N. Emas, David Wilson, Austin Baylis
Scalable Window Generation for the Intel Broadwell+Arria 10 and High-Bandwidth FPGA Systems. FPGA (2018)
Abhay Gupta, Richik Jaiswal, Sagar Adhikari, Vineeth Balasubramanian
DAISEE: Dataset for Affective States in E-Learning Environments. CoRR (2016)
Abhay Gupta
Approximating Wisdom of Crowds using K-RBMs. CoRR (2016)
Rohit Katiyar, Prakash Pawar, Abhay Gupta, Kotaro Kataoka
Auto-Configuration of SDN Switches in SDN/Non-SDN Hybrid Network. AINTEC (2015)
Ahmed Radwan, Akmal A. Younis, Santhosh Srinivasan, Abhay Gupta
MR-LEGOS: a refined MapReduce model. Int. J. Cloud Comput. 1 (1) (2011)
Abhay Gupta, Chris Ferris, Yvonne Wilson, Katni Venkatasubramanian
Implementing Java Computing: Sun on Architecture and Applications Development. IEEE Internet Comput. 2 (2) (1998)
C. P. Ravikumar, Augustine R. Thomas, Abhay Gupta
A genetic algorithm for assembling optical computers using faulty optical arrays. HiPC (1996)