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09/23/2021
Scene Graph Generation for Better Image Captioning?
We investigate the incorporation of visual relationships into the task o...
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02/13/2021
Rotation-Equivariant Deep Learning for Diffusion MRI
Convolutional networks are successful, but they have recently been outpe...
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10/28/2020
Speech Synthesis and Control Using Differentiable DSP
Modern text-to-speech systems are able to produce natural and high-quali...
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10/31/2019
Deep Learning for 2D and 3D Rotatable Data: An Overview of Methods
One of the reasons for the success of convolutional networks is their eq...
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05/08/2019
Learning to Evolve
Evolution and learning are two of the fundamental mechanisms by which li...
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06/08/2018
q-Space Novelty Detection with Variational Autoencoders
In machine learning, novelty detection is the task of identifying novel ...
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01/23/2018
Clustering with Deep Learning: Taxonomy and New Methods
Clustering is a fundamental machine learning method. The quality of its ...
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10/29/2017
Regularization for Deep Learning: A Taxonomy
Regularization is one of the crucial ingredients of deep learning, yet t...
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04/13/2017
3D Deep Learning for Biological Function Prediction from Physical Fields
Predicting the biological function of molecules, be it proteins or drug-...
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04/26/2015
