All ebooks by Nicu Sebe in PDF and EPUB

Structured Representation Learning

Thomas Anderson Keller , Nicu Sebe , Yue Song , Max Welling

This book introduces approaches to generalize the benefits of equivariant deep learning to a broader set of learned structures through learned homomorphisms.  In the field of machine learning, the idea of incorporating knowledge of data symmetries into artificial...

Multimodal Behavior Analysis in the Wild

Elisa Ricci , Nicu Sebe , Xavier Alameda-Pineda

Multimodal Behavioral Analysis in the Wild: Advances and Challenges presents the state-of- the-art in behavioral signal processing using different data modalities, with a special focus on identifying the strengths and limitations of current technologies. The book...

Machine Learning in Computer Vision

Ira Cohen , Ashutosh Garg , Thomas S. Huang , Nicu Sebe