Exploiting Image Translations via Ensemble Self-Supervised Learning for Unsupervised Domain Adaptation

Autor: Piva, Fabrizio J., Dubbelman, Gijs

We introduce an unsupervised domain adaption (UDA) strategy that combines multiple image translations, ensemble learning and self-supervised learning in one coherent approach. We focus on one of the standard tasks of UDA in which a semantic segmentat

Externí odkaz: http://arxiv.org/abs/2107.06235

Empirical Generalization Study: Unsupervised Domain Adaptation vs. Domain Generalization Methods for Semantic Segmentation in the Wild

Autor: Fabrizio J. Piva, Daan de Geus, Gijs Dubbelman

Publikováno v: 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 499-508
STARTPAGE=499;ENDPAGE=508;TITLE=2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

For autonomous vehicles and mobile robots to safely operate in the real world, i.e., the wild, scene understanding models should perform well in the many different scenarios that can be encountered. In reality, these scenarios are not all represented

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::49eb9e7aa818a3bc1f9d9ccfda5c211c
https://research.tue.nl/nl/publications/b8e048cd-673f-4f2b-b28f-ccea1825992d

Risk Factors Associated with Attacks of Hematophagous Bats (Desmodus rotundus) on Cattle in Ecuador

Autor: Vanessa F. Panchana, Pablo R. Torres-Lasso, Dédime N. Campos, Joselyn L. Calderón, Solón A. Orlando, Fabrizio J. Arcos, Emmanuelle Quentin, Olga Munoz

Publikováno v: Vector-Borne and Zoonotic Diseases. 19:407-413

In recent years, there has been an increasing risk of hematophagous bat attacks in Latin America, where livestock production is a basic source of food for local populations. In Ecuador, li...

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::ad3e040268892f645a6e1561e43faf60
https://doi.org/10.1089/vbz.2017.2247

Risk Factors Associated with Attacks of Hematophagous Bats (

Autor: Solón A, Orlando, Vanessa F, Panchana, Joselyn L, Calderón, Olga S, Muñoz, Dédime N, Campos, Pablo R, Torres-Lasso, Fabrizio J, Arcos, Emmanuelle, Quentin

Publikováno v: Vector borne and zoonotic diseases (Larchmont, N.Y.). 19(6)

In recent years, there has been an increasing risk of hematophagous bat attacks in Latin America, where livestock production is a basic source of food for local populations. In Ecuador, livestock represented an important part of agricultural output.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid________::451bfc1462b2408bd4c81fb1bd43adf3
https://pubmed.ncbi.nlm.nih.gov/30615584

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