Yani Ioannou

Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups

Yani Ioannou, Duncan Robertson, Roberto Cipolla et al. · 2017 · 308 citations · Full text

Segmentation of Brain Tumor Tissues with Convolutional Neural Networks

Darko Zikic, Yani Ioannou, Antonio Criminisi et al. · 2014 · 223 citations

Neuro-oncology, Engineering, Medical Imaging +11

Difference of Normals as a Multi-scale Operator in Unorganized Point Clouds

Yani Ioannou, Babak Taati, Rob Harrap et al. · 2012 · 176 citations · Full text

Spectral Theory, Engineering, Point Cloud Processing +21

Measuring Neural Net Robustness with Constraints

Osbert Bastani, Yani Ioannou, Leonidas Lampropoulos et al. · arXiv (Cornell University) · 2016 · 115 citations · Full text

Artificial Intelligence, Neural Net Robustness, Data Augmentation +11

Training CNNs with Low-Rank Filters for Efficient Image Classification

Yani Ioannou, Duncan Robertson, Jamie Shotton et al. · arXiv (Cornell University) · 2015 · 40 citations · Full text

Basis Filters, Image Classification, Convolutional Neural Network +15