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Generative Compositional Augmentations for Scene Graph Prediction
Scene graph generation (SGG) aims to predict graph-structured descriptions of input images, in the form of objects and relationships …
Boris Knyazev
,
Harm de Vries
,
Cătălina Cangea
,
Graham W. Taylor
,
Aaron Courville
,
Eugene Belilovsky
Britsh Machine Vision Conference (BMVC), 2020.
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Knowledge Hypergraphs: Prediction Beyond Binary Relations
Knowledge graphs store facts using relations between two entities. In this work, we address the question of link prediction in …
Bahare Fatemi
,
Perouz Taslakian
,
David Vazquez
,
David Poole
International Join Conference on Artificial Intelligence (IJCAI), 2020.
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Citation
Code
Phylogenetic Manifold Regularization: a semi-supervised approach to predict transcription factor binding sites
The computational prediction of transcription factor binding sites remains a challenging problems in bioinformatics, despite …
Faizy Ahsan
,
Alexandre Drouin
,
François Laviolette
,
Doina Precup
,
Mathieu Blanchette
International Conference on Bioinformatics and Biomedicine (BIBM), 2020.
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Citation
Code
Knowledge Hypergraphs: Prediction Beyond Binary Relations
Knowledge graphs store facts using relations between two entities. In this work, we address the question of link prediction in …
Bahare Fatemi
,
Perouz Taslakian
,
David Vazquez
,
David Poole
Workshop at the Association for the Advancement of Artificial Intelligence (AAAI), 2020.
PDF
Citation
Code
Knowledge Hypergraphs: Prediction Beyond Binary Relations
Knowledge graphs store facts using relations between two entities. In this work, we address the question of link prediction in …
Bahare Fatemi
,
Perouz Taslakian
,
David Vazquez
,
David Poole
Women in Machine Learning (WiML), 2019.
PDF
Citation
Code
Context-Aware Visual Compatibility Prediction
How do we determine whether two or more clothing items are compatible or visually appealing? Part of the answer lies in understanding …
Guillem Cucurull
,
Perouz Taslakian
,
David Vazquez
Computer Vision and Pattern Recognition (CVPR), 2019.
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Citation
Code
Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks
We examine the problem of question answering over knowledge graphs, focusing on simple questions that can be answered by the lookup of …
Salman Mohammed
,
Peng Shi
,
Jimmy Li
North American Chapter of the Association for Computational Linguistics (NAACL), 2018.
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Citation
Continuous Yao Graphs
In this paper, we introduce a variation of the well-studied Yao graphs. Given a set of points S⊂ℝ2 and an angle 0<θ≤2π, we define …
Luis Barba
,
Prosenjit Bose
,
Jean-Lou De Carufel
,
Mirela Damian
,
Rolf Fagerberg
,
André van Renssen
,
Perouz Taslakian
,
Sander Verdonschot
Journal on Computational Geometry (CG), 2017.
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