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06/27/2022
Transfer Learning via Test-Time Neural Networks Aggregation
It has been demonstrated that deep neural networks outperform traditiona...
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12/05/2019
Blind Inpainting of Large-scale Masks of Thin Structures with Adversarial and Reinforcement Learning
Several imaging applications (vessels, retina, plant roots, road network...
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09/05/2017
Leveraging multiple datasets for deep leaf counting
The number of leaves a plant has is one of the key traits (phenotypes) d...
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09/04/2017
ARIGAN: Synthetic Arabidopsis Plants using Generative Adversarial Network
In recent years, there has been an increasing interest in image-based pl...
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06/28/2016
Theta-RBM: Unfactored Gated Restricted Boltzmann Machine for Rotation-Invariant Representations
Learning invariant representations is a critical task in computer vision...
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04/24/2016