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Manuel J. Marin-Jimenez

2 accepted papers

2019

LAEO-Net: Revisiting People Looking at Each Other in Videos

CVPR 2019poster

Capturing the 'mutual gaze' of people is essential for understanding and interpreting the social interactions between them. To this end, this paper addresses the problem of detecting people Looking At Each Other (LAEO) in video sequences. For this purpose, we propose LAEO-Net, a new deep CNN for det…

Cited by 75PDFcodeScholar
2018

End-to-End Incremental Learning

ECCV 2018poster

Although deep learning approaches have stood out in recent years due to their state-of-the-art results, they continue to suffer from catastrophic forgetting, a dramatic decrease in overall performance when training with new classes added incrementally. This is due to current neural network architect…