Lakshmi Nair

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 11

Top Topics

Defect Detection

Grand Challenge

Top Venues

COMPLEX NETWORKS (2)

Wirel. Pers. Commun.

Publications

Lakshmi Nair
CLIP-Embed-KD: Computationally Efficient Knowledge Distillation Using Embeddings as Teachers. CoRR (2024)
Cansu Demirkiran, Lakshmi Nair, Darius Bunandar, Ajay Joshi
A Blueprint for Precise and Fault-Tolerant Analog Neural Networks. CoRR (2023)
Lakshmi Nair, Mikhail Bernadskiy, Arulselvan Madhavan, Craig Chan, Ayon Basumallik, Darius Bunandar
INT-FP-QSim: Mixed Precision and Formats For Large Language Models and Vision Transformers. CoRR (2023)
Lakshmi Nair, David Widemann, Brad Turcott, Nick Moore, Alexandra Wleklinski, Darius Bunandar, Ioannis Papavasileiou, Shihu Wang, Eric Logan
Photonic Accelerators for Image Segmentation in Autonomous Driving and Defect Detection. HPEC (2023)
Lakshmi Nair, Darius Bunandar
Sensitivity-Aware Finetuning for Accuracy Recovery on Deep Learning Hardware. CoRR (2023)
Lakshmi Nair, David Widemann, Brad Turcott, Nick Moore, Alexandra Wleklinski, Darius Bunandar, Ioannis Papavasileiou, Shihu Wang, Eric Logan
Photonic Accelerators for Image Segmentation in Autonomous Driving and Defect Detection. CoRR (2023)
Ayon Basumallik, Darius Bunandar, Nicholas Dronen, Nicholas C. Harris, Ludmila Levkova, Calvin McCarter, Lakshmi Nair, David Walter, David Widemann
Adaptive Block Floating-Point for Analog Deep Learning Hardware. CoRR (2022)
Nthetsoa Alinah Molapo, Reza Malekian, Lakshmi Nair
Real-Time Livestock Tracking System with Integration of Sensors and Beacon Navigation. Wirel. Pers. Commun. 104 (2) (2019)
Hemalatha Sasidharakurup, Lakshmi Nair, Kanishka Bhaskar, Shyam Diwakar
Computational Modelling of TNFα Pathway in Parkinson's Disease - A Systemic Perspective. COMPLEX NETWORKS (2) (2019)
Reza Malekian, Ntefeng Ruth Moloisane, Lakshmi Nair, Bodhaswar T. Maharaj, Uche A. K. Chude-Okonkwo
Design and Implementation of a Wireless OBD II Fleet Management System. CoRR (2017)
Niel Andre Cloete, Reza Malekian, Lakshmi Nair
Design of Smart Sensors for Real-Time Water Quality Monitoring. IEEE Access 4 (2016)