Miguel Ángel Bautista

Beyond one-hot encoding: Lower dimensional target embedding

Pau Rodríguez, Miguel Ángel Bautista, Jordi Gonzàlez et al. · Image and Vision Computing · 2018 · 447 citations · Full text

Engineering, Machine Learning, Data Science +7

Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding

Mike Roberts, Jason Ramapuram, Anurag Ranjan et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 262 citations

Engineering, Machine Learning, Photorealistic Synthetic Dataset +17

CliqueCNN: Deep Unsupervised Exemplar Learning

Miguel Ángel Bautista, Artsiom Sanakoyeu, Ekaterina Tikhoncheva et al. · Neural Information Processing Systems · 2016 · 68 citations

Few-shot Learning, Geometric Learning, Multiple Instance Learning +14

Probability-based Dynamic Time Warping and Bag-of-Visual-and-Depth-Words for Human Gesture Recognition in RGB-D

Antonio Hernández-Vela, Miguel Ángel Bautista, Xavier Perez-Sala et al. · Pattern Recognition Letters · 2013 · 56 citations · Full text

Machine Vision, Image Analysis, Engineering +9

GAUDI: A Neural Architect for Immersive 3D Scene Generation

Miguel Ángel Bautista, Pengsheng Guo, Samira Abnar et al. · arXiv (Cornell University) · 2022 · 55 citations · Full text

Engineering, Machine Learning, Realistic 3D +19