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Lakshmi Nair

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2020 – today

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2024
[i8]
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  - journals/corr/abs-2404-06170
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Lakshmi Nair:
CLIP-Embed-KD: Computationally Efficient Knowledge Distillation Using Embeddings as Teachers. CoRR abs/2404.06170 (2024)
[i7]
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  - journals/corr/abs-2410-00731
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Lakshmi Nair:
Improved Generation of Synthetic Imaging Data Using Feature-Aligned Diffusion. CoRR abs/2410.00731 (2024)
2023
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  - conf/hpec/NairWTMWBPWL23
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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: 1-9
[i6]
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  - journals/corr/abs-2306-03076
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Lakshmi Nair, Darius Bunandar:
Sensitivity-Aware Finetuning for Accuracy Recovery on Deep Learning Hardware. CoRR abs/2306.03076 (2023)
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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 abs/2307.03712 (2023)
[i4]
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Cansu Demirkiran, Lakshmi Nair, Darius Bunandar, Ajay Joshi:
A Blueprint for Precise and Fault-Tolerant Analog Neural Networks. CoRR abs/2309.10759 (2023)
[i3]
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  - journals/corr/abs-2309-16783
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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 abs/2309.16783 (2023)
2022
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  - journals/corr/abs-2205-06287
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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 abs/2205.06287 (2022)

2010 – 2019

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2019
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  - journals/wpc/MolapoMN19
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Nthetsoa Alinah Molapo, Reza Malekian, Lakshmi Nair:
Real-Time Livestock Tracking System with Integration of Sensors and Beacon Navigation. Wirel. Pers. Commun. 104(2): 853-879 (2019)
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Hemalatha Sasidharakurup, Lakshmi Nair, Kanishka Bhaskar, Shyam Diwakar:
Computational Modelling of TNFα Pathway in Parkinson's Disease - A Systemic Perspective. COMPLEX NETWORKS (2) 2019: 762-773
2017
[i1]
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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 abs/1701.02160 (2017)
2016
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Niel Andre Cloete, Reza Malekian, Lakshmi Nair:
Design of Smart Sensors for Real-Time Water Quality Monitoring. IEEE Access 4: 3975-3990 (2016)

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