Yani A. Ioannou
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Measuring Neural Net Robustness with Constraints
O Bastani, Y Ioannou, L Lampropoulos, D Vytiniotis, A Nori, A Criminisi
Neural Information Processing Systems (NIPS) 2016, Barcelona, Spain, 2016
Segmentation of Brain Tumor Tissues with Convolutional Neural Networks
D Zikic, Y Ioannou, M Brown, A Criminisi
Proceedings MICCAI-BRATS Challenge, MICCAI 2014, Harvard Medical School …, 2014
Difference of Normals as a Multi-Scale Operator in Unorganized Point Clouds
Y Ioannou, B Taati, R Harrap, M Greenspan
3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT …, 2012
Deep roots: Improving CNN Efficiency with Hierarchical Filter Groups
Y Ioannou, D Robertson, R Cipolla, A Criminisi
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017 …, 2016
Training CNNs with Low-Rank Filters for Efficient Image Classification
Y Ioannou, D Robertson, J Shotton, R Cipolla, A Criminisi
International Conference on Learning Representations 2016 (ICLR), San Juan …, 2015
Emergency detection and response system and method
A Mihailidis, YA Ioannou, J Boger, JE Gastle
US Patent App. 13/655,920, 2013
Decision Forests, Convolutional Networks and the Models in-Between
Y Ioannou, D Robertson, D Zikic, P Kontschieder, J Shotton, M Brown, ...
Microsoft Research Technical Report, arXiv preprint arXiv:1603.01250, 2015
Scientific domain knowledge improves exoplanet transit classification with deep learning
M Ansdell, Y Ioannou, HP Osborn, M Sasdelli, JC Smith, D Caldwell, ...
The Astrophysical journal letters 869 (1), L7, 2018
Refining Architectures of Deep Convolutional Neural Networks
S Shankar, D Robertson, Y Ioannou, A Criminisi, R Cipolla
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016, Las …, 2016
Rapid Classification of TESS Planet Candidates with Convolutional Neural Networks
HP Osborn, M Ansdell, Y Ioannou, M Sasdelli, D Angerhausen, ...
Astronomy & Astrophysics, 2019
Gradient flow in sparse neural networks and how lottery tickets win
U Evci, YA Ioannou, C Keskin, Y Dauphin
arXiv preprint arXiv:2010.03533, 2020
Structural Priors in Deep Neural Networks
YA Ioannou
University of Cambridge, Cambridge, UK, 2017
Automated fall detection technology in inpatient geriatric psychiatry: Nurses’ perceptions and lessons learned
M Coahran, LM Hillier, L Van Bussel, E Black, R Churchyard, I Gutmanis, ...
Canadian Journal on Aging/La Revue canadienne du vieillissement 37 (3), 245-260, 2018
Automatic Urban Modelling Using Mobile Urban Lidar Data
YA Ioannou
Queen's University, Kingston, Ontario, Canada, 2010
Local PotentialWell Space Embedding
Y Ioannou, L Shang, R Harrap, M Greenspan
2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV …, 2009
Automatic Classification of Transiting Planet Candidates using Deep Learning
M Ansdell, Y Ioannou, HP Osborn, M Sasdelli, JC Smith, D Caldwell, ...
Astronomical Data Analysis Software and Systems XXVII 523, 59, 2019
The NASA FDL Exoplanet Challenge: Transit Classification with Convolutional Neural Networks
D Angerhausen, M Ansdell, H Osborn, Y Ioannou, M Sasdelli, C Raīssi, ...
2019 Astrobiology Science Conference, 2019
Rapid Classification of Exoplanet Transits with Deep Learning
M Ansdell, Y Ioannou, H Osborn, M Sasdelli
NASA Frontier Development Lab Technical Memorandum, 2018
Learning Visual Features for Outdoor Localization
X He, V Mnih, Y Ioannou, RS Zemel
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