635 citations
- Case Western Reserve UniversityUS1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Dalle Molle Institute for Artificial Intelligence ResearchCH1 paper
- InsermFR1 paper
- Institut CurieFR1 paper
- Işık UniversityTR1 paper
- Konica Minolta (Japan)JP1 paper
- Max Planck InnovationDE1 paper
- Max Planck SocietyDE1 paper
- National Taiwan University of Science and TechnologyTW1 paper
- ParisTechFR1 paper
- Princess Alexandra Hospital NHS TrustGB1 paper
2 papers
cs.LG2014★ 635 cited
Towards Deep Neural Network Architectures Robust to Adversarial Examples
Shixiang Gu, Luca Rigazio
Recent work has shown deep neural networks (DNNs) to be highly susceptible to well-designed, small perturbations at the input layer, or so-called adversarial examples. Taking image…
cs.CV2014★ 480 cited
Assessment of algorithms for mitosis detection in breast cancer histopathology images
Mitko Veta, Paul J. van Diest, Stefan M. Willems +26
The proliferative activity of breast tumors, which is routinely estimated by counting of mitotic figures in hematoxylin and eosin stained histology sections, is considered to be on…