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2020 – today
- 2024
[c8]Vithursan Thangarasa, Shreyas Saxena, Abhay Gupta, Sean Lie:
Sparse-IFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency. ICML 2024- [i7]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 abs/2405.03594 (2024) - [i6]Abhay Gupta, Philip Meng, Ece Yurtseven, Sean O'Brien, Kevin Zhu:
AAVENUE: Detecting LLM Biases on NLU Tasks in AAVE via a Novel Benchmark. CoRR abs/2408.14845 (2024) - 2023
- [c7]Vitaliy Chiley, Vithursan Thangarasa, Abhay Gupta, Anshul Samar, Joel Hestness, Dennis DeCoste:
RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network. MLSys 2023 - [c6]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: 2134-2146 - [i5]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 abs/2303.10464 (2023) - [i4]Shreyas Saxena, Vithursan Thangarasa, Abhay Gupta, Sean Lie:
Sparse Iso-FLOP Transformations for Maximizing Training Efficiency. CoRR abs/2303.11525 (2023) - 2022
- [j3]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): 103076 (2022) - [i3]Vitaliy Chiley, Vithursan Thangarasa, Abhay Gupta, Anshul Samar, Joel Hestness, Dennis DeCoste:
RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network. CoRR abs/2206.14098 (2022) - 2021
- [c5]Abhay Gupta, Kuldeep Gupta, Kshama Gupta, Kapil Gupta:
Human Activity Recognition Using Pose Estimation and Machine Learning Algorithm. ISIC 2021: 323-330 - 2020
- [c4]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: 331-346
2010 – 2019
- 2018
- [c3]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: 173-182 - 2016
- [i2]Abhay Gupta, Richik Jaiswal, Sagar Adhikari, Vineeth Balasubramanian:
DAISEE: Dataset for Affective States in E-Learning Environments. CoRR abs/1609.01885 (2016) - [i1]Abhay Gupta:
Approximating Wisdom of Crowds using K-RBMs. CoRR abs/1611.05340 (2016) - 2015
- [c2]Rohit Katiyar, Prakash Pawar, Abhay Gupta, Kotaro Kataoka:
Auto-Configuration of SDN Switches in SDN/Non-SDN Hybrid Network. AINTEC 2015: 48-53 - 2011
- [j2]Ahmed Radwan, Akmal A. Younis, Santhosh Srinivasan, Abhay Gupta:
MR-LEGOS: a refined MapReduce model. Int. J. Cloud Comput. 1(1): 58-80 (2011)
1990 – 1999
- 1998
- [j1]Abhay Gupta, Chris Ferris, Yvonne Wilson, Katni Venkatasubramanian:
Implementing Java Computing: Sun on Architecture and Applications Development. IEEE Internet Comput. 2(2): 60-64 (1998) - 1996
- [c1]C. P. Ravikumar, Augustine R. Thomas, Abhay Gupta:
A genetic algorithm for assembling optical computers using faulty optical arrays. HiPC 1996: 4-9
Coauthor Index
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