Yani A. Ioannou
Title
Cited by
Cited by
Year
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
3052016
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
2162014
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
1822012
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
1802016
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
1412015
Emergency detection and response system and method
A Mihailidis, YA Ioannou, J Boger, JE Gastle
US Patent App. 13/655,920, 2013
1282013
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
782015
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
362018
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
332016
Rapid Classification of TESS Planet Candidates with Convolutional Neural Networks
HP Osborn, M Ansdell, Y Ioannou, M Sasdelli, D Angerhausen, ...
Astronomy & Astrophysics, 2019
212019
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
132020
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
102018
Structural Priors in Deep Neural Networks
YA Ioannou
University of Cambridge, Cambridge, UK, 2017
102017
Automatic Urban Modelling Using Mobile Urban Lidar Data
YA Ioannou
Queen's University, Kingston, Ontario, Canada, 2010
42010
Local PotentialWell Space Embedding
Y Ioannou, L Shang, R Harrap, M Greenspan
2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV …, 2009
12009
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
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
2019
Rapid Classification of Exoplanet Transits with Deep Learning
M Ansdell, Y Ioannou, H Osborn, M Sasdelli
NASA Frontier Development Lab Technical Memorandum, 2018
2018
Learning Visual Features for Outdoor Localization
X He, V Mnih, Y Ioannou, RS Zemel
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Articles 1–19