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Miguel Angel Bautista
Miguel Angel Bautista
Machine Learning Research, Apple
Verified email at apple.com - Homepage
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Cited by
Cited by
Year
Chalearn looking at people challenge 2014: Dataset and results
S Escalera, X Baró, J Gonzalez, MA Bautista, M Madadi, M Reyes, ...
European conference on computer vision, 459-473, 2014
2552014
Beyond one-hot encoding: Lower dimensional target embedding
P Rodríguez, MA Bautista, J Gonzalez, S Escalera
Image and Vision Computing 75, 21-31, 2018
1522018
CliqueCNN: Deep Unsupervised Exemplar Learning
MA Bautista, A Sanakoyeu, E Tikhoncheva, B Ommer
Advances In Neural Information Processing Systems, 3846-3854, 2016
992016
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-López, ...
Pattern Recognition Letters 50, 112-121, 2014
722014
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
572012
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
552011
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
502019
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
472015
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
472012
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
442015
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
432018
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
392021
Equivariant neural rendering
E Dupont, MA Bautista, A Colburn, A Sankar, J Susskind, Q Shan
International Conference on Machine Learning, 2761-2770, 2020
362020
Deep Unsupervised Similarity Learning using Partially Ordered Sets
MA Bautista, A Sanakoyeu, B Ommer
IEEE CVPR, 2017
342017
Deep unsupervised learning of visual similarities
A Sanakoyeu, MA Bautista, B Ommer
Pattern Recognition 78, 331-343, 2018
332018
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
322021
On the design of an ECOC-compliant genetic algorithm
MÁ Bautista, S Escalera, X Baró, O Pujol
Pattern Recognition 47 (2), 865-884, 2013
302013
Unsupervised Video Understanding by Reconciliation of Posture Similarities
T Milbich, MA Bautista, E Sutter, B Ommer
IEEE ICCV, 2017
212017
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
162021
HuPBA 8k+: Dataset and ECOC-GraphCut based Segmentation of Human Limbs
D Sanchez, MÁ Bautista, S Escalera
Neurocomputing, 2014
142014
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Articles 1–20