1 code implementation • 23 Dec 2019 • Nuno C. Garcia, Sarah Adel Bargal, Vitaly Ablavsky, Pietro Morerio, Vittorio Murino, Stan Sclaroff
In this work, we address the problem of learning an ensemble of specialist networks using multimodal data, while considering the realistic and challenging scenario of possible missing modalities at test time.
1 code implementation • Multimodal Scene Understanding Algorithms, Applications and Deep Learning 2019 • Nuno C. Garcia, Pietro Morerio, Vittorio Murino
We report state-of-the-art or comparable results on video action recognition on the largest multimodal dataset available for this task, the NTU RGB+D, as well as on the UWA3DII and Northwestern-UCLA.
1 code implementation • 19 Oct 2018 • Nuno C. Garcia, Pietro Morerio, Vittorio Murino
This raises the challenge of how to extract information from multimodal data in the training stage, in a form that can be exploited at test time, considering limitations such as noisy or missing modalities.