Deep Sparse Rectifier Neural Networks
While logistic sigmoid neurons are more biologically plausible than hyperbolic tangent neurons, the latter work better for training multi-layer neural networks. This paper shows...
Publications
View AllDeep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?
Delineation of the left ventricular cavity, myocardium, and right ventricle from cardiac magnetic resonance images (multi-slice 2-D cine MRI) is a common clinical task to establ...
Domain adaptation for large-scale sentiment classification: A deep learning approach
The exponential increase in the availability of online reviews and recommendations makes sentiment classification an interesting topic in academic and industrial research. Revie...
Is object localization for free? - Weakly-supervised learning with convolutional neural networks
Successful methods for visual object recognition typically rely on training datasets containing lots of richly annotated images. Detailed image annotation, e.g. by object boundi...
Affiliated Researchers
Institution Info
- Type
- facility
- Country
- FR
- Publications
- 4
- Citations
- 9,819
External Links
Identifiers
- ROR
- https://ror.org/05y6rqs46