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Lakshmi Nair
Publication Activity (10 Years)
Years Active: 2016-2024
Publications (10 Years): 11
Top Topics
Deep Learning
Young Students
Defect Detection
Grand Challenge
Top Venues
CoRR
COMPLEX NETWORKS (2)
HPEC
Wirel. Pers. Commun.
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Publications
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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)