Nataraj Jammalamadaka

Researcher, AGI, Amazon

Joined

July 2019

Names

Emails

****@gmail.com (Confirmed)

****@amazon.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

AGI, Amazon (amazon.com)

2018 – Present

Researcher

Intel labs, Intel (intel.com)

2015 – 2018

PhD student

Compute science, International Institute of Information Technology Hyderabad, Dhirubhai Ambani Institute Of Information and Communication Technology (iiit.ac.in)

2009 – 2015

Advisors, Relations & Conflicts

Coauthor

Sungtae An

2022 – Present

PhD Advisor

C.V. Jawahar

2009 – 2015

Expertise

Deep learning

2015 – Present

Computer vision

2010 – Present

Publications

Grounded Human-Attributed Description and Activity Recognition in Videos
Jay Nitin Paranjape, Jurijs Nazarovs, Rohan Sarkar, Yue Guo, Lipeng Ke, sankar venkataraman, Vishal M. Patel, Nataraj Jammalamadaka
- Submitted to ICLR 2026
- Readers: Everyone
Maximum Entropy Information Bottleneck for Uncertainty-aware Stochastic Embedding
Sungtae An, Nataraj Jammalamadaka, Eunji Chong
- CVPR Workshops 2023
- Readers: Everyone
Maximum Entropy Information Bottleneck for Confidence-aware Stochastic Embedding
Sungtae An, Nataraj Jammalamadaka, Eunji Chong
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
A Study of BFLOAT16 for Deep Learning Training
Dhiraj D. Kalamkar, Dheevatsa Mudigere, Naveen Mellempudi, Dipankar Das, Kunal Banerjee, Sasikanth Avancha, Dharma Teja Vooturi, Nataraj Jammalamadaka, Jianyu Huang, Hector Yuen, Jiyan Yang, Jongsoo Park, Alexander Heinecke, Evangelos Georganas, Sudarshan Srinivasan, Abhisek Kundu, Misha Smelyanskiy, Bharat Kaul, Pradeep Dubey
- CoRR 2019
- Readers: Everyone
Out-of-Distribution Detection Using an Ensemble of Self Supervised Leave-Out Classifiers
Apoorv Vyas, Nataraj Jammalamadaka, Xia Zhu, Dipankar Das, Bharat Kaul, Theodore L. Willke
- 2018 (modified: 11 Nov 2022)
- ECCV (8) 2018
- Readers: Everyone
Out-of-Distribution Detection Using an Ensemble of Self Supervised Leave-out Classifiers
Apoorv Vyas, Nataraj Jammalamadaka, Xia Zhu, Dipankar Das, Bharat Kaul, Theodore L. Willke
- 2018 (modified: 05 Jan 2023)
- CoRR 2018
- Readers: Everyone
Human pose search using deep networks
Nataraj Jammalamadaka, Andrew Zisserman, C. V. Jawahar
- Image Vis. Comput. 2017
- Readers: Everyone
Human pose search using deep poselets
Nataraj Jammalamadaka, Andrew Zisserman, C. V. Jawahar
- FG 2015
- Readers: Everyone
Parsing Clothes in Unrestricted Images
Nataraj Jammalamadaka, Ayush Minocha, Digvijay Singh, C. V. Jawahar
- BMVC 2013
- Readers: Everyone
Near real-time face parsing
Ayush Minocha, Digvijay Singh, Nataraj Jammalamadaka, C. V. Jawahar
- NCVPRIPG 2013
- Readers: Everyone

View all 13 publications

Co-Authors

View all 37 co-authors