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04/01/2022
Autoencoder for Synthetic to Real Generalization: From Simple to More Complex Scenes
Learning on synthetic data and transferring the resulting properties to ...
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research
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04/01/2022
Autoencoder Attractors for Uncertainty Estimation
The reliability assessment of a machine learning model's prediction is a...
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05/07/2021
Autoencoder Based Inter-Vehicle Generalization for In-Cabin Occupant Classification
Common domain shift problem formulations consider the integration of mul...
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11/10/2020
Expressiveness of Neural Networks Having Width Equal or Below the Input Dimension
The expressiveness of deep neural networks of bounded width has recently...
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11/06/2020
Illumination Normalization by Partially Impossible Encoder-Decoder Cost Function
Images recorded during the lifetime of computer vision based systems und...
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01/10/2020
SVIRO: Synthetic Vehicle Interior Rear Seat Occupancy Dataset and Benchmark
We release SVIRO, a synthetic dataset for sceneries in the passenger com...
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07/03/2018