Search Results for author: Xavier Gibert

Found 3 papers, 2 papers with code

Domain Conditional Predictors for Domain Adaptation

1 code implementation25 Jun 2021 Joao Monteiro, Xavier Gibert, Jianqiao Feng, Vincent Dumoulin, Dar-Shyang Lee

Domain adaptation approaches thus appeared as a useful framework yielding extra flexibility in that distinct train and test data distributions are supported, provided that other assumptions are satisfied such as covariate shift, which expects the conditional distributions over labels to be independent of the underlying data distribution.

Domain Adaptation

Sequential Score Adaptation with Extreme Value Theory for Robust Railway Track Inspection

1 code implementation20 Oct 2015 Xavier Gibert, Vishal M. Patel, Rama Chellappa

Periodic inspections are necessary to keep railroad tracks in state of good repair and prevent train accidents.

Defect Detection

Deep Multi-task Learning for Railway Track Inspection

no code implementations17 Sep 2015 Xavier Gibert, Vishal M. Patel, Rama Chellappa

Railroad tracks need to be periodically inspected and monitored to ensure safe transportation.

Multi-Task Learning

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