Sairam Sundaresan

According to our database1, Sairam Sundaresan authored at least 16 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
LLaMA-NAS: Efficient Neural Architecture Search for Large Language Models.
CoRR, 2024

Sensi-Bert: Towards Sensitivity Driven Fine-Tuning for Parameter-Efficient Language Model.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
SimQ-NAS: Simultaneous Quantization Policy and Neural Architecture Search.
CoRR, 2023

Sensi-BERT: Towards Sensitivity Driven Fine-Tuning for Parameter-Efficient BERT.
CoRR, 2023

FLOAT: Fast Learnable Once-for-All Adversarial Training for Tunable Trade-off between Accuracy and Robustness.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

InstaTune: Instantaneous Neural Architecture Search During Fine-Tuning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Sparse Mixture Once-for-all Adversarial Training for Efficient in-situ Trade-off between Accuracy and Robustness of DNNs.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
A Hardware-Aware Framework for Accelerating Neural Architecture Search Across Modalities.
CoRR, 2022

A Fast and Efficient Conditional Learning for Tunable Trade-Off between Accuracy and Robustness.
CoRR, 2022

A Hardware-Aware System for Accelerating Deep Neural Network Optimization.
CoRR, 2022

TrimBERT: Tailoring BERT for Trade-offs.
CoRR, 2022

2021
AttentionLite: Towards Efficient Self-Attention Models for Vision.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Attention-based Image Upsampling.
CoRR, 2020

RotNet: Fast and Scalable Estimation of Stellar Rotation Periods Using Convolutional Neural Networks.
CoRR, 2020

Logic2Text: High-Fidelity Natural Language Generation from Logical Forms.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019
Compact Scene Graphs for Layout Composition and Patch Retrieval.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019


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