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10/23/2020
Learning from missing data with the Latent Block Model
Missing data can be informative. Ignoring this information can lead to m...
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08/10/2020
Driving among Flatmobiles: Bird-Eye-View occupancy grids from a monocular camera for holistic trajectory planning
Camera-based end-to-end driving neural networks bring the promise of a l...
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07/13/2020
Representation Transfer by Optimal Transport
Deep learning currently provides the best representations of complex obj...
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02/05/2018
Explicit Inductive Bias for Transfer Learning with Convolutional Networks
In inductive transfer learning, fine-tuning pre-trained convolutional ne...
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06/02/2015
Combining Two And Three-Way Embeddings Models for Link Prediction in Knowledge Bases
This paper tackles the problem of endogenous link prediction for Knowled...
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10/07/2012
Sparsity by Worst-Case Penalties
This paper proposes a new interpretation of sparse penalties such as the...
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06/27/2012