Challenges in representation learning: A report on three machine learning contests IJ Goodfellow, D Erhan, PL Carrier, A Courville, M Mirza, B Hamner, ... International conference on neural information processing, 117-124, 2013 | 629 | 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, ... International Semantic Web Conference, 486-504, 2014 | 71 | 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 | 51 | 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 | 28 | 2017 |
Signal correlation prediction using convolutional neural networks L Romaszko Neural connectomics workshop, 45-56, 2015 | 16 | 2015 |
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 |
An ensemble approach to multi-label classification of textual data K Kurach, K Pawłowski, Ł Romaszko, M Tatjewski, A Janusz, HS Nguyen International Conference on Advanced Data Mining and Applications, 306-317, 2012 | 7* | 2012 |
IEEE ICDM 2010 Contest: Traffic Prediction--Jams L Romaszko 2010 IEEE International Conference on Data Mining Workshops, 1366-1368, 2010 | 4 | 2010 |
Direct Learning Left Ventricular Meshes from CMR Images L Romaszko, A Borowska, A Lazarus, H Gao, X Luo, D Husmeier | 2 | 2019 |
Massive Dimensionality Reduction for the Left Ventricular Mesh L Romaszko, A Lazarus, H Gao, A Borowska, X Luo, D Husmeier | 1 | 2019 |
3D scene graph inference and refinement for vision-as-inverse-graphics L Romaszko The University of Edinburgh, 2020 | | 2020 |
Learning Direct Optimization for Scene Understanding L Romaszko, CKI Williams, J Winn Pattern Recognition, 107369, 2020 | | 2020 |