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ORCIDSharath Nittur Sridhar
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2020 – today
- 2024
[c6]Souvik Kundu, Sharath Nittur Sridhar, Maciej Szankin, Sairam Sundaresan:
Sensi-Bert: Towards Sensitivity Driven Fine-Tuning for Parameter-Efficient Language Model. ICASSP 2024: 10071-10075- [i14]Anthony Sarah, Sharath Nittur Sridhar, Maciej Szankin, Sairam Sundaresan:
LLaMA-NAS: Efficient Neural Architecture Search for Large Language Models. CoRR abs/2405.18377 (2024) - 2023
- [c5]Souvik Kundu, Sairam Sundaresan, Sharath Nittur Sridhar, Shunlin Lu, Han Tang, Peter A. Beerel
:
Sparse Mixture Once-for-all Adversarial Training for Efficient in-situ Trade-off between Accuracy and Robustness of DNNs. ICASSP 2023: 1-5 - [c4]Sharath Nittur Sridhar, Souvik Kundu, Sairam Sundaresan, Maciej Szankin, Anthony Sarah:
InstaTune: Instantaneous Neural Architecture Search During Fine-Tuning. ICCV (Workshops) 2023: 1515-1519 - [i13]Souvik Kundu, Sairam Sundaresan, Sharath Nittur Sridhar, Shunlin Lu, Han Tang, Peter A. Beerel:
Sparse Mixture Once-for-all Adversarial Training for Efficient In-Situ Trade-Off Between Accuracy and Robustness of DNNs. CoRR abs/2302.03523 (2023) - [i12]Souvik Kundu, Sharath Nittur Sridhar, Maciej Szankin, Sairam Sundaresan:
Sensi-BERT: Towards Sensitivity Driven Fine-Tuning for Parameter-Efficient BERT. CoRR abs/2307.11764 (2023) - [i11]Sharath Nittur Sridhar, Souvik Kundu, Sairam Sundaresan, Maciej Szankin, Anthony Sarah:
InstaTune: Instantaneous Neural Architecture Search During Fine-Tuning. CoRR abs/2308.15609 (2023) - [i10]Sharath Nittur Sridhar, Maciej Szankin, Fang Chen, Sairam Sundaresan, Anthony Sarah:
SimQ-NAS: Simultaneous Quantization Policy and Neural Architecture Search. CoRR abs/2312.13301 (2023) - 2022
- [c3]Daniel Cummings, Sharath Nittur Sridhar, Anthony Sarah, Maciej Szankin:
Accelerating neural architecture exploration across modalities using genetic algorithms. GECCO Companion 2022: 635-638 - [i9]Sharath Nittur Sridhar, Anthony Sarah, Sairam Sundaresan:
TrimBERT: Tailoring BERT for Trade-offs. CoRR abs/2202.12411 (2022) - [i8]Daniel Cummings, Sharath Nittur Sridhar, Anthony Sarah, Maciej Szankin:
Accelerating Neural Architecture Exploration Across Modalities Using Genetic Algorithms. CoRR abs/2202.12934 (2022) - [i7]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 abs/2202.12954 (2022) - [i6]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 abs/2205.10358 (2022) - 2020
- [i5]Souvik Kundu, Hesham Mostafa, Sharath Nittur Sridhar, Sairam Sundaresan:
Attention-based Image Upsampling. CoRR abs/2012.09904 (2020) - [i4]Sharath Nittur Sridhar, Anthony Sarah:
Undivided Attention: Are Intermediate Layers Necessary for BERT? CoRR abs/2012.11881 (2020)
2010 – 2019
- 2019
- [c2]Subarna Tripathi, Sharath Nittur Sridhar, Sairam Sundaresan, Hanlin Tang:
Compact Scene Graphs for Layout Composition and Patch Retrieval. CVPR Workshops 2019: 676-683 - [i3]Subarna Tripathi, Sharath Nittur Sridhar, Sairam Sundaresan, Hanlin Tang:
Compact Scene Graphs for Layout Composition and Patch Retrieval. CoRR abs/1904.09348 (2019) - 2018
- [i2]T. Anderson Keller, Sharath Nittur Sridhar, Xin Wang:
Fast Weight Long Short-Term Memory. CoRR abs/1804.06511 (2018) - 2017
- [c1]Matthew Johnson-Roberson, Charles Barto, Rounak Mehta, Sharath Nittur Sridhar, Karl Rosaen, Ram Vasudevan:
Driving in the Matrix: Can virtual worlds replace human-generated annotations for real world tasks? ICRA 2017: 746-753 - 2016
- [i1]Matthew Johnson-Roberson, Charles Barto, Rounak Mehta, Sharath Nittur Sridhar, Ram Vasudevan:
Driving in the Matrix: Can Virtual Worlds Replace Human-Generated Annotations for Real World Tasks? CoRR abs/1610.01983 (2016)
Coauthor Index
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