Amey Kulkarni

Joined

November 2022

Names

Amey Kulkarni (Preferred)

Amey M Kulkarni

Amey M. Kulkarni

Emails

****@nvidia.com (Confirmed)

Personal Links

Career & Education History

Engineer

NVIDIA (nvidia.com)

2019 – 2022

Embedded Software Engineer

Velodyne LiDAR (velodyne.com)

2017 – 2019

PhD student

University of Maryland, Baltimore County (umbc.edu)

2012 – 2017

Advisors, Relations & Conflicts

No relations added

Expertise

Deep Learning

2021 – 2022

Deep Learning Hardware Acceleration

2016 – 2021

Publications

3D Reconstruction with Generalizable Neural Fields using Scene Priors
Yang Fu, Shalini De Mello, Xueting Li, Amey Kulkarni, Jan Kautz, Xiaolong Wang, Sifei Liu
- ICLR 2024 poster
- Readers: Everyone
SENSE: Sketching Framework for Big Data Acceleration on Low Power Embedded Cores
Amey M. Kulkarni, Tinoosh Mohsenin
- 2019 (modified: 04 Nov 2022)
- Security and Fault Tolerance in Internet of Things 2019
- Readers: Everyone
Low Overhead CS-Based Heterogeneous Framework for Big Data Acceleration
Amey M. Kulkarni, Colin Shea, Tahmid Abtahi, Houman Homayoun, Tinoosh Mohsenin
- 2018 (modified: 04 Nov 2022)
- ACM Trans. Embed. Comput. Syst. 2018
- Readers: Everyone
Accelerating Convolutional Neural Network With FFT on Embedded Hardware
Tahmid Abtahi, Colin Shea, Amey M. Kulkarni, Tinoosh Mohsenin
- 2018 (modified: 04 Nov 2022)
- IEEE Trans. Very Large Scale Integr. Syst. 2018
- Readers: Everyone
Low Overhead Architectures for OMP Compressive Sensing Reconstruction Algorithm
Amey M. Kulkarni, Tinoosh Mohsenin
- 2017 (modified: 04 Nov 2022)
- IEEE Trans. Circuits Syst. I Regul. Pap. 2017
- Readers: Everyone
A Scalable FPGA-Based Accelerator for High-Throughput MCMC Algorithms
Morteza Hosseini, Rashidul Islam, Amey M. Kulkarni, Tinoosh Mohsenin
- 2017 (modified: 04 Nov 2022)
- FCCM 2017
- Readers: Everyone
PACENet: Energy efficient acceleration for convolutional network on embedded platform
Adwaya Kulkarni, Tahmid Abtahi, Colin Shea, Amey M. Kulkarni, Tinoosh Mohsenin
- 2017 (modified: 04 Nov 2022)
- ISCAS 2017
- Readers: Everyone
LESS: Big data sketching and Encryption on low power platform
Amey M. Kulkarni, Colin Shea, Houman Homayoun, Tinoosh Mohsenin
- 2017 (modified: 04 Nov 2022)
- DATE 2017
- Readers: Everyone
Accelerating convolutional neural network with FFT on tiny cores
Tahmid Abtahi, Amey M. Kulkarni, Tinoosh Mohsenin
- 2017 (modified: 04 Nov 2022)
- ISCAS 2017
- Readers: Everyone
CS-Based Secured Big Data Processing on FPGA
Amey M. Kulkarni, Ali Jafari, Colin Shea, Tinoosh Mohsenin
- 2016 (modified: 04 Nov 2022)
- FCCM 2016
- Readers: Everyone

View all 19 publications