Matrix Factorization, Principal Component Analysis
Present
Audio visual Attention
Present
Efficient Machine Learning, Efficient Computer Vision
2023 – Present
Hearing science
2021 – Present
Speech Enhancement & Separation
2021 – Present
Egocentric Computer Vision
2020 – Present
Scene Understanding
2020 – Present
Egocentric Perception
2020 – Present
Egocentric Machine Perception
2019 – Present
Kernel Methods, Support Vector Machines
2018 – Present
Audio Machine Learning
2018 – Present
Machine Learning in Virtual Reality
2018 – Present
Acoustic Scene Analysis
2018 – Present
Augmented and Virtual reality
2018 – Present
Audio Spatialization
2018 – Present
Deep learning, Deep Networks, Neural Networks
2014 – Present
Statistical Testing, Permutation Testing, Nonparametric Statistics
2011 – Present
Machine learning
2010 – Present
Neuroimaging Applications, Alzheimer's Disease, Magnetic Resonance Imaging
2012 – 2017