Hate-CLIPper: Multimodal Hateful Meme Classification based on Cross-modal Interaction of CLIP Features, Gokul Karthik Kumar, Karthik Nandakumar
Karthik Nandakumar

A Unified Model for Face Matching and Presentation Attack Detection using an Ensemble of Vision Transformer Features, Rouqaiah Al-Refai, Karthik Nandakumar
Karthik Nandakumar

A Unified Model for Face Matching and Presentation Attack Detection using an Ensemble of Vision Transformer Features, Rouqaiah Al-Refai, Karthik Nandakumar
Computer Vision Faculty Publications

Self-omics: A Self-supervised Learning Framework for Multi-omics Cancer Data, Sayed Hashim, Karthik Nandakumar, Mohammad Yaqub
Karthik Nandakumar

Self-omics: A Self-supervised Learning Framework for Multi-omics Cancer Data, Sayed Hashim, Karthik Nandakumar, Mohammad Yaqub
Computer Vision Faculty Publications

Self-omics: A Self-supervised Learning Framework for Multi-omics Cancer Data, Sayed Hashim, Karthik Nandakumar, Mohammad Yaqub
Mohammad Yaqub

Hate-CLIPper: Multimodal Hateful Meme Classification based on Cross-modal Interaction of CLIP Features, Gokul Karthik Kumar, Karthik Nandakumar
Computer Vision Faculty Publications

Suppressing Poisoning Attacks on Federated Learning for Medical Imaging, Naif Alkhunaizi, Dmitry Kamzolov, Martin Takac, Karthik Nandakumar
Martin Takac

Suppressing Poisoning Attacks on Federated Learning for Medical Imaging, Naif Alkhunaizi, Dmitry Kamzolov, Martin Takac, Karthik Nandakumar
Karthik Nandakumar

Suppressing Poisoning Attacks on Federated Learning for Medical Imaging, Naif Alkhunaizi, Dmitry Kamzolov, Martin Takac, Karthik Nandakumar
Machine Learning Faculty Publications

Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification, Faris Almalik, Mohammad Yaqub, Karthik Nandakumar
Computer Vision Faculty Publications

Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification, Faris Almalik, Mohammad Yaqub, Karthik Nandakumar
Karthik Nandakumar

Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification, Faris Almalik, Mohammad Yaqub, Karthik Nandakumar
Mohammad Yaqub

On Demographic Bias in Fingerprint Recognition, Akash Godbole, Steven A. Grosz, Karthik Nandakumar, Anil K. Jain
Karthik Nandakumar

On Demographic Bias in Fingerprint Recognition, Akash Godbole, Steven A. Grosz, Karthik Nandakumar, Anil K. Jain
Computer Vision Faculty Publications

Optimizing Homomorphic Encryption based Secure Image Analytics, Nayna Jain, Karthik Nandakumar, Nalini Ratha, Sharath Pankanti, Uttam Kumar
Karthik Nandakumar

MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages, Gokul Karthik Kumar, Abhishek Singh Gehlot, Sahal Shaji Mullappilly, Karthik Nandakumar
Karthik Nandakumar

MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages, Gokul Karthik Kumar, Abhishek Singh Gehlot, Sahal Shaji Mullappilly, Karthik Nandakumar
Computer Vision Faculty Publications

Optimizing Homomorphic Encryption based Secure Image Analytics, Nayna Jain, Karthik Nandakumar, Nalini Ratha, Sharath Pankanti, Uttam Kumar
Computer Vision Faculty Publications

Continual domain incremental learning for chest X-ray classification in low-resource clinical settings, Shikhar Srivastava, Mohammad Yaqub, Karthik Nandakumar, Zongyuan Ge, Dwarikanath Mahapatra
Karthik Nandakumar

CryptInfer: enabling encrypted inference on skin lesion images for melanoma detection, Nayna Jain, Karthik Nandakumar, Nalini Ratha, Sharath Pankanti, Uttam Kumar
Karthik Nandakumar

Cancelable biometrics vault: A secure key-binding biometric cryptosystem based on chaffing and winnowing, Osama Ouda, Karthik Nandakumar, Arun Ross
Karthik Nandakumar

PPDL - privacy preserving deep learning using homomorphic encryption, Nayna Jain, Karthik Nandakumar, Nalini Ratha, Sharath Pankanti, Uttam Kumar
Karthik Nandakumar

Continual domain incremental learning for chest X-ray classification in low-resource clinical settings, Shikhar Srivastava, Mohammad Yaqub, Karthik Nandakumar, Zongyuan Ge, Dwarikanath Mahapatra
Mohammad Yaqub

Efficient CNN building blocks for encrypted data, Nayna Jain, Karthik Nandakumar, Nalini K. Ratha, Sharath U. Pankanti, Uttam Kumar
Karthik Nandakumar

Dynamically Decoding Source Domain Knowledge for Domain Generalization, Cuicui Kang, Karthik Nandakumar
Karthik Nandakumar

Efficient encrypted inference on ensembles of decision trees, Kanthi Kiran Sarpatwar, Karthik Nandakumar, Nalini K. Ratha, James T. Rayfield, Karthikeyan Shanmugam, Roman Vaculin, Sharath U. Pankanti
Karthik Nandakumar

SubOmiEmbed: Self-supervised representation learning of multi-omics data for cancer type classification, Sayed Hashim, Muhammad Ali, Karthik Nandakumar, Mohammad Yaqub
Karthik Nandakumar

SubOmiEmbed: Self-supervised representation learning of multi-omics data for cancer type classification, Sayed Hashim, Muhammad Ali, Karthik Nandakumar, Mohammad Yaqub
Mohammad Yaqub

SubOmiEmbed: Self-supervised representation learning of multi-omics data for cancer type classification, Sayed Hashim, Muhammad Ali, Karthik Nandakumar, Mohammad Yaqub
Computer Vision Faculty Publications

PPDL - privacy preserving deep learning using homomorphic encryption, Nayna Jain, Karthik Nandakumar, Nalini Ratha, Sharath Pankanti, Uttam Kumar
Computer Vision Faculty Publications

Dynamically Decoding Source Domain Knowledge for Domain Generalization, Cuicui Kang, Karthik Nandakumar
Computer Vision Faculty Publications

CryptInfer: enabling encrypted inference on skin lesion images for melanoma detection, Nayna Jain, Karthik Nandakumar, Nalini Ratha, Sharath Pankanti, Uttam Kumar
Computer Vision Faculty Publications

Continual domain incremental learning for chest X-ray classification in low-resource clinical settings, Shikhar Srivastava, Mohammad Yaqub, Karthik Nandakumar, Zongyuan Ge, Dwarikanath Mahapatra
Computer Vision Faculty Publications

Cancelable biometrics vault: A secure key-binding biometric cryptosystem based on chaffing and winnowing, Osama Ouda, Karthik Nandakumar, Arun Ross
Computer Vision Faculty Publications

Efficient encrypted inference on ensembles of decision trees, Kanthi Kiran Sarpatwar, Karthik Nandakumar, Nalini K. Ratha, James T. Rayfield, Karthikeyan Shanmugam, Roman Vaculin, Sharath U. Pankanti
Computer Vision Faculty Publications

Efficient CNN building blocks for encrypted data, Nayna Jain, Karthik Nandakumar, Nalini K. Ratha, Sharath U. Pankanti, Uttam Kumar
Computer Vision Faculty Publications