10.8k citations
- Université de MontréalCA34 papers
- McGill UniversityCA24 papers
- Centre National de la Recherche ScientifiqueFR19 papers
- École de Technologie SupérieureCA13 papers
- Louisiana State UniversityUS12 papers
- Stanford UniversityUS12 papers
- Georgia Institute of TechnologyUS11 papers
- Sorbonne UniversitéFR11 papers
- Université Paris-SaclayFR11 papers
- University College LondonGB11 papers
- Columbia UniversityUS10 papers
- Concordia UniversityCA10 papers
4 papers · 2 filters
Generating unseen complex scenes: are we there yet?
Arantxa Casanova, Michal Drozdzal, Adriana Romero-Soriano
Although recent complex scene conditional generation models generate increasingly appealing scenes, it is very hard to assess which models perform better and why. This is often due…
End-to-End Deep Learning Model for Cardiac Cycle Synchronization from Multi-View Angiographic Sequences
Raphaël Royer-Rivard, Fantin Girard, Nagib Dahdah +1
Dynamic reconstructions (3D+T) of coronary arteries could give important perfusion details to clinicians. Temporal matching of the different views, which may not be acquired simult…
Reinforced active learning for image segmentation
Arantxa Casanova, Pedro O. Pinheiro, Negar Rostamzadeh +1
Learning-based approaches for semantic segmentation have two inherent challenges. First, acquiring pixel-wise labels is expensive and time-consuming. Second, realistic segmentation…
Jacobian Adversarially Regularized Networks for Robustness
Alvin Chan, Yi Tay, Yew Soon Ong +1
Adversarial examples are crafted with imperceptible perturbations with the intent to fool neural networks. Against such attacks, adversarial training and its variants stand as the…