Lakshmi Nair

15 papers A* 1Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A* conf
Flow-of-Options: Diversified and Improved LLM Reasoning by Thinking Through Options.
ICML
Lakshmi Nair, Ian Trase, J. Mark Kim
2025 J jnl
Flow-of-Options: Diversified and Improved LLM Reasoning by Thinking Through Options.
CoRR
Lakshmi Nair, Ian Trase, J. Mark Kim
2025 J jnl
Universal photonic artificial intelligence acceleration.
Nat.
Sufi R. Ahmed, Reza Baghdadi, Mikhail Bernadskiy, Nate Bowman, Ryan Braid, Jim Carr, Chen Chen, Pietro Ciccarella, Matthew Cole, John Cooke, Kishor Desai, Carlos Dorta, Jonathan Elmhurst, Bryce Gardiner, Elliot Greenwald, Shashank Gupta, Parry Husbands, Brian Jones, Anthony Kopa, Ho John Lee, Arulselvan Madhavan, Adam Mendrela, Nicholas Moore, Lakshmi Nair, Aditya Om, Subie Patel, Rutayan Patro, Rob Pellowski, Esha Radhakrishnani, Sandeep Sane, Nicholas Sarkis, Joe Stadolnik, Mykhailo Tymchenko, Gongyu Wang, Kurt Winikka, Alexandra Wleklinski, Josh Zelman, Richard Ho, Ritesh Jain, Ayon Basumallik, Darius Bunandar, Nicholas C. Harris
2024 J jnl
CLIP-Embed-KD: Computationally Efficient Knowledge Distillation Using Embeddings as Teachers.
CoRR
Lakshmi Nair
2024 J jnl
Improved Generation of Synthetic Imaging Data Using Feature-Aligned Diffusion.
CoRR
Lakshmi Nair
2023 J jnl
A Blueprint for Precise and Fault-Tolerant Analog Neural Networks.
CoRR
Cansu Demirkiran, Lakshmi Nair, Darius Bunandar, Ajay Joshi
2023 J jnl
INT-FP-QSim: Mixed Precision and Formats For Large Language Models and Vision Transformers.
CoRR
Lakshmi Nair, Mikhail Bernadskiy, Arulselvan Madhavan, Craig Chan, Ayon Basumallik, Darius Bunandar
2023 — conf
Photonic Accelerators for Image Segmentation in Autonomous Driving and Defect Detection.
HPEC
Lakshmi Nair, David P. Widemann, Brad Turcott, Nick Moore, Alexandra Wleklinski, Darius Bunandar, Ioannis Papavasileiou, Shihu Wang, Eric Logan
2023 J jnl
Photonic Accelerators for Image Segmentation in Autonomous Driving and Defect Detection.
CoRR
Lakshmi Nair, David P. Widemann, Brad Turcott, Nick Moore, Alexandra Wleklinski, Darius Bunandar, Ioannis Papavasileiou, Shihu Wang, Eric Logan
2023 J jnl
Sensitivity-Aware Finetuning for Accuracy Recovery on Deep Learning Hardware.
CoRR
Lakshmi Nair, Darius Bunandar
2022 J jnl
Adaptive Block Floating-Point for Analog Deep Learning Hardware.
CoRR
Ayon Basumallik, Darius Bunandar, Nicholas Dronen, Nicholas C. Harris, Ludmila Levkova, Calvin McCarter, Lakshmi Nair, David Walter, David P. Widemann
2019 — conf
Computational Modelling of TNFα Pathway in Parkinson's Disease - A Systemic Perspective.
COMPLEX NETWORKS (2)
Hemalatha Sasidharakurup, Lakshmi Nair, Kanishka Bhaskar, Shyam Diwakar
2019 J jnl
Real-Time Livestock Tracking System with Integration of Sensors and Beacon Navigation.
Wirel. Pers. Commun.
Nthetsoa Alinah Molapo, Reza Malekian, Lakshmi Nair
2017 J jnl
Design and Implementation of a Wireless OBD II Fleet Management System.
CoRR
Reza Malekian, Ntefeng Ruth Moloisane, Lakshmi Nair, Bodhaswar T. Maharaj, Uche A. K. Chude-Okonkwo
2016 J jnl
Design of Smart Sensors for Real-Time Water Quality Monitoring.
IEEE Access
Niel Andre Cloete, Reza Malekian, Lakshmi Nair