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11/22/2022
Gated Class-Attention with Cascaded Feature Drift Compensation for Exemplar-free Continual Learning of Vision Transformers
In this paper we propose a new method for exemplar-free class incrementa...
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07/14/2022
Explaining Image Enhancement Black-Box Methods through a Path Planning Based Algorithm
Nowadays, image-to-image translation methods, are the state of the art f...
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07/01/2022
Offset equivariant networks and their applications
In this paper we present a framework for the design and implementation o...
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05/25/2022
TreEnhance: An Automatic Tree-Search Based Method for Low-Light Image Enhancement
In this paper we present TreEnhance, an automatic method for low-light i...
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08/05/2015
Single and Multiple Illuminant Estimation Using Convolutional Neural Networks
In this paper we present a method for the estimation of the color of the...
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05/29/2015
CURL: Co-trained Unsupervised Representation Learning for Image Classification
In this paper we propose a strategy for semi-supervised image classifica...
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04/17/2015
Color Constancy Using CNNs
In this work we describe a Convolutional Neural Network (CNN) to accurat...
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10/20/2014