Search Results for author: Pablo Messina

Found 6 papers, 2 papers with code

Inspecting state of the art performance and NLP metrics in image-based medical report generation

1 code implementation18 Nov 2020 Pablo Pino, Denis Parra, Pablo Messina, Cecilia Besa, Sergio Uribe

Several deep learning architectures have been proposed over the last years to deal with the problem of generating a written report given an imaging exam as input.

Medical Report Generation

A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images

no code implementations20 Oct 2020 Pablo Messina, Pablo Pino, Denis Parra, Alvaro Soto, Cecilia Besa, Sergio Uribe, Marcelo andía, Cristian Tejos, Claudia Prieto, Daniel Capurro

Every year physicians face an increasing demand of image-based diagnosis from patients, a problem that can be addressed with recent artificial intelligence methods.

Medical Report Generation

CuratorNet: Visually-aware Recommendation of Art Images

1 code implementation9 Sep 2020 Pablo Messina, Manuel Cartagena, Patricio Cerda-Mardini, Felipe del Rio, Denis Parra

Although there are several visually-aware recommendation models in domains like fashion or even movies, the art domain lacks thesame level of research attention, despite the recent growth of the online artwork market.

Do Better ImageNet Models Transfer Better... for Image Recommendation?

no code implementations25 Jul 2018 Felipe del Rio, Pablo Messina, Vicente Dominguez, Denis Parra

Our results indicate that models with better performance in the ImageNet challenge do not always imply better transfer learning for recommendation tasks (e. g. NASNet vs. ResNet).

Recommendation Systems Transfer Learning

Comparing Neural and Attractiveness-based Visual Features for Artwork Recommendation

no code implementations22 Jun 2017 Vicente Dominguez, Pablo Messina, Denis Parra, Domingo Mery, Christoph Trattner, Alvaro Soto

Advances in image processing and computer vision in the latest years have brought about the use of visual features in artwork recommendation.

Exploring Content-based Artwork Recommendation with Metadata and Visual Features

no code implementations19 Jun 2017 Pablo Messina, Vicente Dominguez, Denis Parra, Christoph Trattner, Alvaro Soto

Compared to other areas, artwork recommendation has received little attention, despite the continuous growth of the artwork market.

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