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ORCIDNilesh Prasad Pandey
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2020 – today
- 2024
[i6]Kartikeya Bhardwaj, Nilesh Prasad Pandey, Sweta Priyadarshi, Kyunggeun Lee, Jun Ma, Harris Teague:
Oh! We Freeze: Improving Quantized Knowledge Distillation via Signal Propagation Analysis for Large Language Models. CoRR abs/2403.18159 (2024)- [i5]Shubhankar Borse, Shreya Kadambi, Nilesh Prasad Pandey, Kartikeya Bhardwaj, Viswanath Ganapathy, Sweta Priyadarshi, Risheek Garrepalli, Rafael Esteves, Munawar Hayat, Fatih Porikli:
FouRA: Fourier Low Rank Adaptation. CoRR abs/2406.08798 (2024) - [i4]Kartikeya Bhardwaj, Nilesh Prasad Pandey, Sweta Priyadarshi, Viswanath Ganapathy, Rafael Esteves, Shreya Kadambi, Shubhankar Borse, Paul N. Whatmough, Risheek Garrepalli, Mart van Baalen, Harris Teague, Markus Nagel:
Sparse High Rank Adapters. CoRR abs/2406.13175 (2024) - [i3]Kartikeya Bhardwaj, Nilesh Prasad Pandey, Sweta Priyadarshi, Viswanath Ganapathy, Rafael Esteves, Shreya Kadambi, Shubhankar Borse, Paul N. Whatmough, Risheek Garrepalli, Mart van Baalen, Harris Teague, Markus Nagel:
Rapid Switching and Multi-Adapter Fusion via Sparse High Rank Adapters. CoRR abs/2407.16712 (2024) - 2023
- [c3]Nilesh Prasad Pandey, Markus Nagel, Mart van Baalen, Yin Huang, Chirag Patel, Tijmen Blankevoort:
A Practical Mixed Precision Algorithm for Post-Training Quantization. BMVC Workshop 2023 - [c2]Nilesh Prasad Pandey, Marios Fournarakis, Chirag Patel, Markus Nagel:
Softmax Bias Correction for Quantized Generative Models. ICCV (Workshops) 2023: 1445-1450 - [i2]Nilesh Prasad Pandey, Markus Nagel, Mart van Baalen, Yin Huang, Chirag Patel, Tijmen Blankevoort:
A Practical Mixed Precision Algorithm for Post-Training Quantization. CoRR abs/2302.05397 (2023) - [i1]Nilesh Prasad Pandey, Marios Fournarakis, Chirag Patel, Markus Nagel:
Softmax Bias Correction for Quantized Generative Models. CoRR abs/2309.01729 (2023) - 2022
- [c1]Hyojin Park, Alan Yessenbayev, Tushar Singhal, Navin Kumar Adhikari, Yizhe Zhang, Shubhankar Mangesh Borse
, Hong Cai, Frank Mayer, Balaji Calidas, Nilesh Prasad Pandey, Fei Yin, Fatih Porikli:
Real-Time, Accurate, and Consistent Video Semantic Segmentation via Unsupervised Adaptation and Cross-Unit Deployment on Mobile Device. CVPR 2022: 21399-21406
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