Publications

Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Apr 3, 2020

DFNet: Discriminative feature extraction and integration network for salient object detection

Noori, Mehrdad, Sina Mohammadi, Sina Ghofrani Majelan, Ali Bahri, and Mohammad Havaei. Engineering Applications of Artificial Intelligence 89 (2020): 103419.

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Mar 9, 2020

FoCL: Feature-Oriented Continual Learning for Generative Models

Qicheng Lao, Mehrzad Mortazavi, Marzieh Tahaei, Francis Dutil, Thomas Fevens, Mohammad Havaei. arXiv preprint 2003.03877.

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Mar 9, 2020

Continuous Domain Adaptation with Variational Domain-Agnostic Feature Replay

Qicheng Lao, Xiang Jiang, Mohammad Havaei, Yoshua Bengio. arXiv preprint 2003.04382.

 

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Mar 4, 2020

DFNet: Discriminative feature extraction and integration network for salient object detection

Noori, Mehrdad, Sina Mohammadi, Sina Ghofrani Majelan, Ali Bahri, and Mohammad Havaei. Engineering Applications of Artificial Intelligence 89 (2020): 103419.

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Oct 17, 2019

UBS: A Dimension-Agnostic Metric for Concept Vector Interpretability Applied to Radiomics

Yeche, Hugo, Harrison, Justin, Berthier, and Tess Berthier. Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support, Second International Workshop, iMIMIC 2019, and 9th Internatio

...
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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Oct 10, 2019

Task Adaptive Metric Space for Medium-Shot Medical Image Classification

Jiang, Xiang, Liqiang Ding, Mohammad Havaei, Andrew Jesson, and Stan Matwin. In International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 147-155. Springer, Cham, 2019.

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

May 25, 2019

Efficient Neural Task Adaptation by Maximum Entropy Initialisation

Farshid Varno, Behrouz Haji Soleimani, Marzie Saghayi, Lisa Di Jorio, and Stan Matwin. Submitted to ECML / PKDD 2019.

 

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

May 1, 2019

Learning to Learn with Conditional Class Dependencies

Publication: International Conference on Learning Representations.

Xiang Jiang, Mohammad Havaei, Farshid Varno, Gabriel Chartrand, Nicolas Chapados, Stan Matwin.

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

May 1, 2019

Dual Adversarial Inference for Text-to-Image Synthesis

Qicheng Lao, Mohammad Havaei, Francis Dutil, Ahmad Pesaranghader, Lisa Di Jorio and Thomas Feven. Proceedings of the IEEE International Conference on Computer Vision 2019, (pp. 7567-7576).

 

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Apr 16, 2019

GradMask: Reduce Overfitting by Regularizing Saliency

Becks Simpson, Francis Dutil, Yoshua Bengio, Joseph Paul Cohen. Medical Imaging and Deep Learning 2019 Extended Abstract, Apr. 2019.

 

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