Search Results for author: Marco Cotogni

Found 5 papers, 5 papers with code

Predicting Tweet Engagement with Graph Neural Networks

1 code implementation17 May 2023 Marco Arazzi, Marco Cotogni, Antonino Nocera, Luca Virgili

Social Networks represent one of the most important online sources to share content across a world-scale audience.

Exemplar-free Continual Learning of Vision Transformers via Gated Class-Attention and Cascaded Feature Drift Compensation

1 code implementation22 Nov 2022 Marco Cotogni, Fei Yang, Claudio Cusano, Andrew D. Bagdanov, Joost Van de Weijer

Secondly, we propose a new method of feature drift compensation that accommodates feature drift in the backbone when learning new tasks.

Continual Learning

Explaining Image Enhancement Black-Box Methods through a Path Planning Based Algorithm

1 code implementation14 Jul 2022 Marco Cotogni, Claudio Cusano

In this paper we present a path planning algorithm which provides a step-by-step explanation of the output produced by state of the art enhancement methods, overcoming black-box limitation.

Image Enhancement Image-to-Image Translation

Offset equivariant networks and their applications

1 code implementation1 Jul 2022 Marco Cotogni, Claudio Cusano

In this paper we present a framework for the design and implementation of offset equivariant networks, that is, neural networks that preserve in their output uniform increments in the input.

Image Inpainting

TreEnhance: A Tree Search Method For Low-Light Image Enhancement

1 code implementation25 May 2022 Marco Cotogni, Claudio Cusano

Given as input a low-light image, TreEnhance produces as output its enhanced version together with the sequence of image editing operations used to obtain it.

Low-Light Image Enhancement

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