2 papers
cs.CL2021
Stochastic Transformer Networks with Linear Competing Units: Application to end-to-end SL Translation
Andreas Voskou, Konstantinos P. Panousis, Dimitrios Kosmopoulos +2
Automating sign language translation (SLT) is a challenging real world application. Despite its societal importance, though, research progress in the field remains rather poor. Cru…
stat.ML2021
Variational Bayesian Sequence-to-Sequence Networks for Memory-Efficient Sign Language Translation
Harris Partaourides, Andreas Voskou, Dimitrios Kosmopoulos +2
Memory-efficient continuous Sign Language Translation is a significant challenge for the development of assisted technologies with real-time applicability for the deaf. In this wor…