Yani Ioannou
Yani Ioannou
Other namesYani Andrew Ioannou, Yani A. Ioannou
Assistant Professor, Schulich Research Chair, University of Calgary
Verified email at - Homepage
Cited by
Cited by
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
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
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
Emergency detection and response system and method
A Mihailidis, YA Ioannou, J Boger, JE Gastle
US Patent App. 13/655,920, 2013
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
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
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
Gradient Flow in Sparse Neural Networks and How Lottery Tickets Win
U Evci, YA Ioannou, C Keskin, Y Dauphin
36th AAAI Conference on Artificial Intelligence (AAAI-2022) 36 (6), 6577-6586, 2022
Rapid Classification of TESS Planet Candidates with Convolutional Neural Networks
HP Osborn, M Ansdell, Y Ioannou, M Sasdelli, D Angerhausen, ...
Astronomy & Astrophysics, 2019
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
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
Dynamic Sparse Training with Structured Sparsity
M Lasby, A Golubeva, U Evci, M Nica, Y Ioannou
International Conference on Learning Representations (ICLR) 2024, Vienna …, 2024
Automatic Urban Modelling Using Mobile Urban Lidar Data
YA Ioannou
Queen's University, Kingston, Ontario, Canada, 2010
A tutorial on filter groups (grouped convolution)
Y Ioannou
A Shallow Blog about Deep Learning. https://blog. yani. ai/filter-group …, 2017
Monitoring Shortcut Learning using Mutual Information
M Adnan, Y Ioannou, CY Tsai, A Galloway, HR Tizhoosh, GW Taylor
ICML 2022 Workshop on Spurious Correlations, Invariance and Stability, 2022
Bounding generalization error with input compression: An empirical study with infinite-width networks
A Galloway, A Golubeva, M Salem, M Nica, Y Ioannou, GW Taylor
Transactions on Machine Learning Research (TMLR), 2022
Domain-Agnostic Clustering with Self-Distillation
M Adnan, YA Ioannou, CY Tsai, GW Taylor
2nd NeurIPS Workshop on Self-Supervised Learning: Theory and Practice, 2021
Classification Bias on a Data Diet
T Pote, M Adnan, Y Yargic, Y Ioannou
Conference on Parsimony and Learning (Recent Spotlight Track), 2023
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