Kevin Thandiackal

ETH Zurich — Switzerland

Computer Science · Physical Sciences

5h-index125citations14works8.02yr avg
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Research Topics

AI in cancer detection(7), Domain Adaptation and Few-Shot Learning(7), Multimodal Machine Learning Applications(4), Generative Adversarial Networks and Image Synthesis(3), Radiomics and Machine Learning in Medical Imaging(3)

Publications14 total

Generative feature-driven image replay for continual learning
Image and Vision Computing·2024· 11 cited
Multi-Scale Feature Alignment for Continual Learning of Unlabeled Domains
IEEE Transactions on Medical Imaging·2024· 5 citedOpen Access
Weakly supervised joint whole-slide segmentation and classification in prostate cancer
Medical Image Analysis·2023· 31 citedOpen Access
Generative appearance replay for continual unsupervised domain adaptation
Medical Image Analysis·2023· 15 citedOpen Access
Multi-scale Feature Alignment for Continual Learning of Unlabeled Domains
arXiv (Cornell University)·2023Open Access
Weakly Supervised Joint Whole-Slide Segmentation and Classification in Prostate Cancer
arXiv (Cornell University)·2023· 1 citedOpen Access
Generative appearance replay for continual unsupervised domain adaptation
arXiv (Cornell University)·2023Open Access
Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images
arXiv (Cornell University)·2022· 2 citedOpen Access
Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images
Lecture notes in computer science·2022· 39 cited
Privacy preserving synthetic respiratory sounds for class incremental learning
Smart Health·2021· 4 cited
Generative Feature-driven Image Replay for Continual Learning
arXiv (Cornell University)·2021· 3 citedOpen Access
Match What Matters: Generative Implicit Feature Replay for Continual Learning.
2021· 3 cited
Artificial Intelligence Decision Support for Medical Triage
PubMed·2020· 7 citedOpen Access
A Structure-Aware Convolutional Neural Network for Skin Lesion Classification
Lecture notes in computer science·2018· 4 cited

Frequent Co-authors

Orçun Göksel(12), Pushpak Pati(8), Maria Gabrani(7), Guillaume Jaume(4), Andrea Giovannini(4), Tiziano Portenier(3), Boqi Chen(2), Drew F. K. Williamson(2), Zeineb Ayadi(2), Behzad Bozorgtabar(2), Luigi Piccinelli(2), Boqi Chen(2), Chiara Marchiori(1), Douglas D. Dykeman(1), Ivan Girardi(1), Adam Ivankay(1), Mario Zusag(1), Daniel Karpati(1), Henri Saenz(1), Rajarsi Gupta(1)