Karthik Nandakumar
Orcid: 0000-0002-6274-9725
According to our database1,
Karthik Nandakumar
authored at least 85 papers
between 2004 and 2024.
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Bibliography
2024
SurvRNC: Learning Ordered Representations for Survival Prediction using Rank-N-Contrast.
CoRR, 2024
A Coarse-to-Fine Pseudo-Labeling (C2FPL) Framework for Unsupervised Video Anomaly Detection.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
2023
Dirichlet-based Uncertainty Quantification for Personalized Federated Learning with Improved Posterior Networks.
CoRR, 2023
A Unified Model for Face Matching and Presentation Attack Detection using an Ensemble of Vision Transformer Features.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
DCTM: Dilated Convolutional Transformer Model for Multimodal Engagement Estimation in Conversation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Leveraging Self-supervised Learning for Fetal Cardiac Planes Classification Using Ultrasound Scan Videos.
Proceedings of the Simplifying Medical Ultrasound - 4th International Workshop, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
On Self-Supervised Learning and Prompt Tuning of Vision Transformers for Cross-sensor Fingerprint Presentation Attack Detection.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023
FedSIS: Federated Split Learning with Intermediate Representation Sampling for Privacy-preserving Generalized Face Presentation Attack Detection.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Geo-Privacy and Data Utility for Smart Societies, 2023
Recurrence-Based Disentanglement for Detecting Adversarial Attacks on Timeseries Classifiers.
Proceedings of the 31st European Signal Processing Conference, 2023
CaPriDe Learning: Confidential and Private Decentralized Learning Based on Encryption-Friendly Distillation Loss.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
CLIP2Protect: Protecting Facial Privacy Using Text-Guided Makeup via Adversarial Latent Search.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
How to Democratise and Protect AI: Fair and Differentially Private Decentralised Deep Learning.
IEEE Trans. Dependable Secur. Comput., 2022
Hate-CLIPper: Multimodal Hateful Meme Classification based on Cross-modal Interaction of CLIP Features.
CoRR, 2022
CoRR, 2022
MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages.
CoRR, 2022
SubOmiEmbed: Self-supervised Representation Learning of Multi-omics Data for Cancer Type Classification.
CoRR, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the IEEE International Joint Conference on Biometrics, 2022
Proceedings of the CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8, 2022
Proceedings of the 33rd British Machine Vision Conference 2022, 2022
2021
CoRR, 2021
CoRR, 2021
Proceedings of the 23rd International Workshop on Multimedia Signal Processing, 2021
Continual Domain Incremental Learning for Chest X-Ray Classification in Low-Resource Clinical Settings.
Proceedings of the Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health, 2021
CryptInfer: Enabling Encrypted Inference on Skin Lesion Images for Melanoma Detection.
Proceedings of the AIMLSystems 2021: The First International Conference on AI-ML-Systems, Bangalore India, October 21, 2021
2020
IEEE Trans. Parallel Distributed Syst., 2020
Cancelable Biometrics Vault: A Secure Key-Binding Biometric Cryptosystem based on Chaffing and Winnowing.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the Financial Cryptography and Data Security, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
CoRR, 2019
Proceedings of the ACM Workshop on Information Hiding and Multimedia Security, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
2018
IEEE Trans. Ind. Informatics, 2018
Proceedings of the 2018 IEEE International Conference on Cloud Engineering, 2018
2017
Proceedings of the 2017 IEEE Workshop on Information Forensics and Security, 2017
2016
Pattern Recognit. Lett., 2016
2015
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015
Robust Representation and Recognition of Facial Emotions Using Extreme Sparse Learning.
IEEE Trans. Image Process., 2015
Biometric Template Protection: Bridging the performance gap between theory and practice.
IEEE Signal Process. Mag., 2015
2013
A multi-modal gesture recognition system using audio, video, and skeletal joint data.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013
Proceedings of the International Conference on Biometrics, 2013
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, 2013
Proceedings of the Security and Privacy in Biometrics, 2013
2012
IEEE Trans. Inf. Forensics Secur., 2012
Proceedings of the 5th IAPR International Conference on Biometrics, 2012
2010
Pattern Recognit. Lett., 2010
Proceedings of the 2010 IEEE International Workshop on Information Forensics and Security, 2010
Proceedings of the Media Forensics and Security II, 2010
2009
Proceedings of the Advances in Biometrics, Third International Conference, 2009
2008
IEEE Trans. Pattern Anal. Mach. Intell., 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
2007
IEEE Trans. Inf. Forensics Secur., 2007
Proceedings of the Advances in Biometrics, International Conference, 2007
2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Handbook of Multibiometrics.
The Kluwer international series on biometrics 6, Springer, ISBN: 978-0-387-22296-7, 2006
2005
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2005
2004
Local Correlation-based Fingerprint Matching.
Proceedings of the ICVGIP 2004, 2004
Proceedings of the Biometric Authentication, First International Conference, 2004
Proceedings of the Biometric Authentication, 2004