| 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 | 423 | 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 | 297 | 2014 |
| 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 | 259 | 2016 |
| 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 | 215 | 2012 |
| Emergency detection and response system and method A Mihailidis, YA Ioannou, J Boger, JE Gastle US Patent App. 13/655,920, 2013 | 206 | 2013 |
| 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 | 173 | 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 | 101 | 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 | 65 | 2018 |
| Rapid Classification of TESS Planet Candidates with Convolutional Neural Networks HP Osborn, M Ansdell, Y Ioannou, M Sasdelli, D Angerhausen, ... Astronomy & Astrophysics, 2019 | 47 | 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 | 37 | 2016 |
| 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 | 36 | 2022 |
| Structural Priors in Deep Neural Networks YA Ioannou University of Cambridge, Cambridge, UK, 2017 | 15 | 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 | 13 | 2018 |
| Automatic Urban Modelling Using Mobile Urban Lidar Data YA Ioannou Queen's University, Kingston, Ontario, Canada, 2010 | 4 | 2010 |
| 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 | 1 | 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 | 1 | 2021 |
| Local PotentialWell Space Embedding Y Ioannou, L Shang, R Harrap, M Greenspan 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV …, 2009 | 1 | 2009 |
| Dynamic Sparse Training with Structured Sparsity M Lasby, A Golubeva, U Evci, M Nica, Y Ioannou arXiv preprint arXiv:2305.02299, 2023 | | 2023 |
| 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 | | 2022 |
| 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 |
Antonio CriminisiPartner Research Lead at Microsoft CorporationVerified email at microsoft.com
