Sharath Nittur Sridhar

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 20

Top Topics

Neural Architecture

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, Sharath Nittur Sridhar, Maciej Szankin, Sairam Sundaresan
Sensi-Bert: Towards Sensitivity Driven Fine-Tuning for Parameter-Efficient Language Model. ICASSP (2024)
Sharath Nittur Sridhar, Souvik Kundu, Sairam Sundaresan, Maciej Szankin, Anthony Sarah
InstaTune: Instantaneous Neural Architecture Search During Fine-Tuning. CoRR (2023)
Souvik Kundu, Sharath Nittur Sridhar, Maciej Szankin, Sairam Sundaresan
Sensi-BERT: Towards Sensitivity Driven Fine-Tuning for Parameter-Efficient BERT. CoRR (2023)
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 (2023)
Sharath Nittur Sridhar, Souvik Kundu, Sairam Sundaresan, Maciej Szankin, Anthony Sarah
InstaTune: Instantaneous Neural Architecture Search During Fine-Tuning. ICCV (Workshops) (2023)
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)
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)
Daniel Cummings, Sharath Nittur Sridhar, Anthony Sarah, Maciej Szankin
Accelerating Neural Architecture Exploration Across Modalities Using Genetic Algorithms. CoRR (2022)
Sharath Nittur Sridhar, Anthony Sarah
Undivided Attention: Are Intermediate Layers Necessary for BERT? CoRR (2020)
Souvik Kundu, Hesham Mostafa, Sharath Nittur Sridhar, Sairam Sundaresan
Attention-based Image Upsampling. CoRR (2020)
Subarna Tripathi, Sharath Nittur Sridhar, Sairam Sundaresan, Hanlin Tang
Compact Scene Graphs for Layout Composition and Patch Retrieval. CoRR (2019)
Subarna Tripathi, Sharath Nittur Sridhar, Sairam Sundaresan, Hanlin Tang
Compact Scene Graphs for Layout Composition and Patch Retrieval. CVPR Workshops (2019)
T. Anderson Keller, Sharath Nittur Sridhar, Xin Wang
Fast Weight Long Short-Term Memory. CoRR (2018)
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)
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 (2016)