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Kevin Thandiackal

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2020 – today

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2024
[j4]
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Kevin Thandiackal, Tiziano Portenier, Andrea Giovannini, Maria Gabrani, Orcun Goksel:
Generative feature-driven image replay for continual learning. Image Vis. Comput. 150: 105187 (2024)
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Kevin Thandiackal, Luigi Piccinelli, Rajarsi Gupta, Pushpak Pati, Orcun Goksel:
Multi-Scale Feature Alignment for Continual Learning of Unlabeled Domains. IEEE Trans. Medical Imaging 43(7): 2599-2609 (2024)
2023
[b1]
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Kevin Thandiackal:
Incremental Knowledge Refinement in Deep Learning. ETH Zurich, Zürich, Switzerland, 2023
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Pushpak Pati, Guillaume Jaume, Zeineb Ayadi, Kevin Thandiackal, Behzad Bozorgtabar, Maria Gabrani, Orcun Goksel:
Weakly supervised joint whole-slide segmentation and classification in prostate cancer. Medical Image Anal. 89: 102915 (2023)
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Boqi Chen, Kevin Thandiackal, Pushpak Pati, Orcun Goksel:
Generative appearance replay for continual unsupervised domain adaptation. Medical Image Anal. 89: 102924 (2023)
[i6]
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Boqi Chen, Kevin Thandiackal, Pushpak Pati, Orcun Goksel:
Generative appearance replay for continual unsupervised domain adaptation. CoRR abs/2301.01211 (2023)
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Pushpak Pati, Guillaume Jaume, Zeineb Ayadi, Kevin Thandiackal, Behzad Bozorgtabar, Maria Gabrani, Orcun Goksel:
Weakly Supervised Joint Whole-Slide Segmentation and Classification in Prostate Cancer. CoRR abs/2301.02933 (2023)
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Kevin Thandiackal, Luigi Piccinelli, Pushpak Pati, Orcun Goksel:
Multi-scale Feature Alignment for Continual Learning of Unlabeled Domains. CoRR abs/2302.01287 (2023)
2022
[c3]
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Kevin Thandiackal, Boqi Chen, Pushpak Pati, Guillaume Jaume, Drew F. K. Williamson, Maria Gabrani, Orcun Goksel:
Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images. ECCV (21) 2022: 699-715
[i3]
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  - journals/corr/abs-2204-12454
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Kevin Thandiackal, Boqi Chen, Pushpak Pati, Guillaume Jaume, Drew F. K. Williamson, Maria Gabrani, Orcun Goksel:
Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images. CoRR abs/2204.12454 (2022)
2021
[i2]
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  - journals/corr/abs-2106-05350
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Kevin Thandiackal, Tiziano Portenier, Andrea Giovannini, Maria Gabrani, Orcun Goksel:
Match What Matters: Generative Implicit Feature Replay for Continual Learning. CoRR abs/2106.05350 (2021)
2020
[c2]
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Chiara Marchiori, Douglas Dykeman, Ivan Girardi, Adam Ivankay, Kevin Thandiackal, Mario Zusag, Andrea Giovannini, Daniel Karpati, Henri L. Saenz:
Artificial Intelligence Decision Support for Medical Triage. AMIA 2020
[i1]
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  - journals/corr/abs-2011-04548
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Chiara Marchiori, Douglas Dykeman, Ivan Girardi, Adam Ivankay, Kevin Thandiackal, Mario Zusag, Andrea Giovannini, Daniel Karpati, Henri Saenz:
Artificial Intelligence Decision Support for Medical Triage. CoRR abs/2011.04548 (2020)

2010 – 2019

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2018
[c1]
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Kevin Thandiackal, Orcun Goksel:
A Structure-Aware Convolutional Neural Network for Skin Lesion Classification. OR 2.0/CARE/CLIP/ISIC@MICCAI 2018: 312-319

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