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Dimitrios Kosmopoulos

2 accepted papers

2021

Stochastic Transformer Networks With Linear Competing Units: Application To End-to-End SL Translation

ICCV 2021poster

Automating sign language translation (SLT) is a challenging real-world application. Despite its societal importance, though, research progress in the field remains rather poor. Crucially, existing methods that yield viable performance necessitate the availability of laborious to obtain gloss sequenc…

Cited by 61PDFcodeScholar
2015

A Nonparametric Bayesian Approach Toward Stacked Convolutional Independent Component Analysis

ICCV 2015poster

Unsupervised feature learning algorithms based on convolutional formulations of independent components analysis (ICA) have been demonstrated to yield state-of-the-art results in several action recognition benchmarks. However, existing approaches do not allow for the number of latent components (feat…

Cited by 9PDFScholar