Nilesh Prasad Pandey

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Bias Correction

Top Venues

ICCV (Workshops)

Publications

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 (2024)
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 (2024)
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 (2024)
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 (2024)
Nilesh Prasad Pandey, Markus Nagel, Mart van Baalen, Yin Huang, Chirag Patel, Tijmen Blankevoort
A Practical Mixed Precision Algorithm for Post-Training Quantization. CoRR (2023)
Nilesh Prasad Pandey, Marios Fournarakis, Chirag Patel, Markus Nagel
Softmax Bias Correction for Quantized Generative Models. ICCV (Workshops) (2023)
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)
Nilesh Prasad Pandey, Marios Fournarakis, Chirag Patel, Markus Nagel
Softmax Bias Correction for Quantized Generative Models. CoRR (2023)
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)