Nataraj Jammalamadaka

Amazon (Germany) — Germany

Computer Science · Physical Sciences

7h-index383citations12works0.02yr avg
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Research Topics

Advanced Neural Network Applications(6), Advanced Image and Video Retrieval Techniques(4), Human Pose and Action Recognition(4), Adversarial Robustness in Machine Learning(4), Video Surveillance and Tracking Methods(3)

Publications12 total

Maximum Entropy Information Bottleneck for Uncertainty-aware Stochastic Embedding
2023· 6 cited
A Study of BFLOAT16 for Deep Learning Training
arXiv (Cornell University)·2019· 67 citedOpen Access
Out-of-Distribution Detection Using an Ensemble of Self Supervised Leave-out Classifiers
arXiv (Cornell University)·2018· 1 citedOpen Access
Out-of-Distribution Detection Using an Ensemble of Self Supervised\n Leave-out Classifiers
arXiv (Cornell University)·2018· 1 citedOpen Access
Out-of-Distribution Detection Using an Ensemble of Self Supervised Leave-Out Classifiers
Lecture notes in computer science·2018· 206 cited
Human pose search using deep networks
Image and Vision Computing·2016· 16 cited
Human pose search using deep poselets
2015· 9 cited
Near real-time face parsing
2013· 2 cited
Parsing Clothes in Unrestricted Images
2013· 13 cited
Video retrieval by mimicking poses
2012· 19 cited
Has My Algorithm Succeeded? An Evaluator for Human Pose Estimators
Lecture notes in computer science·2012· 40 citedOpen Access
Efficient Search with Changing Similarity Measures on Large Multimedia Datasets
Lecture notes in computer science·2006· 3 cited

Frequent Co-authors

C. V. Jawahar(7), Bharat Kaul(4), Andrew Zisserman(4), Apoorv Vyas(3), Dipankar Das(3), Theodore L. Willke(3), Xia Zhu(2), Marcin Eichner(2), Vittorio Ferrari(2), Ayush Minocha(2), Digvijay Singh(2), Dhiraj Kalamkar(1), Dheevatsa Mudigere(1), Naveen Mellempudi(1), Kunal Banerjee(1), Sasikanth Avancha(1), Dharma Teja Vooturi(1), Jianyu Huang(1), Hector Yuen(1), Jiyan Yang(1)