| Beyond one-hot encoding: Lower dimensional target embedding P Rodríguez, MA Bautista, J Gonzalez, S Escalera Image and Vision Computing 75, 21-31, 2018 | 446 | 2018 |
| Chalearn looking at people challenge 2014: Dataset and results S Escalera, X Baró, J Gonzalez, MA Bautista, M Madadi, M Reyes, ... Computer Vision-ECCV 2014 Workshops: Zurich, Switzerland, September 6-7 and …, 2015 | 320 | 2015 |
| Hypersim: A photorealistic synthetic dataset for holistic indoor scene understanding M Roberts, J Ramapuram, A Ranjan, A Kumar, MA Bautista, N Paczan, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 311 | 2021 |
| Unconstrained scene generation with locally conditioned radiance fields T DeVries, MA Bautista, N Srivastava, GW Taylor, JM Susskind Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 153 | 2021 |
| Gaudi: A neural architect for immersive 3d scene generation MA Bautista, P Guo, S Abnar, W Talbott, A Toshev, Z Chen, L Dinh, S Zhai, ... Advances in Neural Information Processing Systems 35, 25102-25116, 2022 | 131 | 2022 |
| CliqueCNN: Deep Unsupervised Exemplar Learning MA Bautista, A Sanakoyeu, E Tikhoncheva, B Ommer Advances In Neural Information Processing Systems, 3846-3854, 2016 | 127 | 2016 |
| Addressing the loss-metric mismatch with adaptive loss alignment C Huang, S Zhai, W Talbott, MA Bautista, SY Sun, C Guestrin, J Susskind International Conference on Machine Learning, 2891-2900, 2019 | 93 | 2019 |
| Probability-based dynamic time warping and bag-of-visual-and-depth-words for human gesture recognition in rgb-d A Hernández-Vela, MA Bautista, X Perez-Sala, V Ponce-Lopez, ... Pattern Recognition Letters 50, 112-121, 2014 | 78 | 2014 |
| Equivariant neural rendering E Dupont, MA Bautista, A Colburn, A Sankar, J Susskind, Q Shan International Conference on Machine Learning, 2761-2770, 2020 | 73 | 2020 |
| A gesture recognition system for detecting behavioral patterns of ADHD MA Bautista, A Hernández-Vela, S Escalera, L Igual, O Pujol, J Moya, ... IEEE transactions on cybernetics 46 (1), 136-147, 2015 | 65 | 2015 |
| Minimal Design of Error-Correcting Output Codes MÁ Bautista, S Escalera, X Baró, P Radeva, J Vitriá, O Pujol Pattern Recognition Letters 33 (6), 693-702, 2011 | 61 | 2011 |
| Learning to forecast pedestrian intention from pose dynamics O Ghori, R Mackowiak, MA Bautista, N Beuter, L Drumond, F Diego, ... 2018 IEEE Intelligent Vehicles Symposium (IV), 1277-1284, 2018 | 57 | 2018 |
| Probability-based Dynamic Time Warping for Gesture Recognition on RGB-D data MA Bautista, A Hernández-Vela, V Ponce, X Perez-Sala, X Baró, O Pujol, ... International Conference on Pattern Recogntion Workshops, Advances in Depth …, 2012 | 57 | 2012 |
| BoVDW: Bag-of-Visual-and-Depth-Words for gesture recognition A Hernández-Vela, MA Bautista, X Perez-Sala, V Ponce, X Baró, O Pujol, ... Proceedings of the 21st International Conference on Pattern Recognition …, 2012 | 50 | 2012 |
| ChaLearn Looking at People 2015 Challenges: Action Spotting and Cultural Event Recognition X Baro, J Gonzalez, J Fabian, MA Bautista, M Oliu, HJ Escalante, I Guyon, ... IEEE Computer Vision and Pattern Recognition Workshops, 2015 | 47 | 2015 |
| Scalable pre-training of large autoregressive image models A El-Nouby, M Klein, S Zhai, MA Bautista, A Toshev, V Shankar, ... arXiv preprint arXiv:2401.08541, 2024 | 44 | 2024 |
| Deep unsupervised learning of visual similarities A Sanakoyeu, MA Bautista, B Ommer Pattern Recognition 78, 331-343, 2018 | 40 | 2018 |
| On the generalization of learning-based 3d reconstruction MA Bautista, W Talbott, S Zhai, N Srivastava, JM Susskind Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021 | 35 | 2021 |
| Deep Unsupervised Similarity Learning using Partially Ordered Sets MA Bautista, A Sanakoyeu, B Ommer IEEE CVPR, 2017 | 34 | 2017 |
| Fast and explicit neural view synthesis P Guo, MA Bautista, A Colburn, L Yang, D Ulbricht, JM Susskind, Q Shan Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022 | 33 | 2022 |
Sergio EscaleraProf., ICREA Academy, University of Barcelona, Computer Vision Center, ELLIS & IAPR & AAIA FellowVerified email at ub.edu
