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Learning an Ensemble of Deep Fingerprint Representations


Sep 02, 2022
Akash Godbole, Karthik Nandakumar, Anil K. Jain


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Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification


Aug 04, 2022
Faris Almalik, Mohammad Yaqub, Karthik Nandakumar


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Suppressing Poisoning Attacks on Federated Learning for Medical Imaging


Jul 15, 2022
Naif Alkhunaizi, Dmitry Kamzolov, Martin Takáč, Karthik Nandakumar


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On Demographic Bias in Fingerprint Recognition


May 19, 2022
Akash Godbole, Steven A. Grosz, Karthik Nandakumar, Anil K. Jain


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MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages


Apr 12, 2022
Gokul Karthik Kumar, Abhishek Singh Gehlot, Sahal Shaji Mullappilly, Karthik Nandakumar

* Accepted for oral presentation at ACL 2022 Workshop on Speech and Language Technologies for Dravidian Languages 

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SubOmiEmbed: Self-supervised Representation Learning of Multi-omics Data for Cancer Type Classification


Feb 03, 2022
Sayed Hashim, Muhammad Ali, Karthik Nandakumar, Mohammad Yaqub


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Dynamically Decoding Source Domain Knowledge For Unseen Domain Generalization


Oct 06, 2021
Cuicui Kang, Karthik Nandakumar


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Discovering Spatial Relationships by Transformers for Domain Generalization


Aug 23, 2021
Cuicui Kang, Karthik Nandakumar


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Efficient Encrypted Inference on Ensembles of Decision Trees


Mar 05, 2021
Kanthi Sarpatwar, Karthik Nandakumar, Nalini Ratha, James Rayfield, Karthikeyan Shanmugam, Sharath Pankanti, Roman Vaculin

* 9 pages, 6 figures 

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Efficient CNN Building Blocks for Encrypted Data


Jan 30, 2021
Nayna Jain, Karthik Nandakumar, Nalini Ratha, Sharath Pankanti, Uttam Kumar

* The Second AAAI Workshop on Privacy-Preserving Artificial Intelligence (PPAI-21) 

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