| Challenges in representation learning: A report on three machine learning contests IJ Goodfellow, D Erhan, PL Carrier, A Courville, M Mirza, B Hamner, ... Neural Information Processing: 20th International Conference, ICONIP 2013 …, 2013 | 1749 | 2013 |
| Crowdtruth: Machine-human computation framework for harnessing disagreement in gathering annotated data O Inel, K Khamkham, T Cristea, A Dumitrache, A Rutjes, J van der Ploeg, ... The Semantic Web–ISWC 2014: 13th International Semantic Web Conference, Riva …, 2014 | 99 | 2014 |
| A brief review of the ChaLearn AutoML challenge: any-time any-dataset learning without human intervention I Guyon, I Chaabane, HJ Escalante, S Escalera, D Jajetic, JR Lloyd, ... Workshop on Automatic Machine Learning, 21-30, 2016 | 84 | 2016 |
| Vision-as-inverse-graphics: Obtaining a rich 3d explanation of a scene from a single image L Romaszko, CKI Williams, P Moreno, P Kohli Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017 | 48 | 2017 |
| Signal correlation prediction using convolutional neural networks L Romaszko Neural connectomics workshop, 45-56, 2015 | 22 | 2015 |
| Neural network-based left ventricle geometry prediction from CMR images with application in biomechanics L Romaszko, A Borowska, A Lazarus, D Dalton, C Berry, X Luo, ... Artificial Intelligence in Medicine 119, 102140, 2021 | 11 | 2021 |
| A deep learning approach with an ensemble-based neural network classifier for black box ICML 2013 contest L Romaszko Workshop on challenges in representation learning, ICML, 1-3, 2013 | 9 | 2013 |
| Massive dimensionality reduction for the left ventricular mesh L Romaszko, A Lazarus, H Gao, A Borowska, X Luo, D Husmeier | 8 | 2019 |
| An ensemble approach to multi-label classification of textual data K Kurach, K Pawłowski, Ł Romaszko, M Tatjewski, A Janusz, HS Nguyen Advanced Data Mining and Applications: 8th International Conference, ADMA …, 2012 | 8* | 2012 |
| Learning Direct Optimization for Scene Understanding L Romaszko, CKI Williams, J Winn Pattern Recognition, 107369, 2020 | 6 | 2020 |
| IEEE ICDM 2010 Contest: Traffic Prediction--Jams L Romaszko 2010 IEEE International Conference on Data Mining Workshops, 1366-1368, 2010 | 6 | 2010 |
| Direct learning left ventricular meshes from CMR images L Romaszko, A Borowska, A Lazarus, H Gao, X Luo, D Husmeier | 4 | 2019 |
| 3D scene graph inference and refinement for vision-as-inverse-graphics L Romaszko The University of Edinburgh, 2020 | | 2020 |
