Efficient Transformed Gaussian Processes for Non-Stationary Dependent Multi-class Classification
Authors: J. Maroñas, D. Hernández-Lobato. Full article: International Conference on Machine Learning
SNUG: Self-Supervised Neural Dynamic Garments
Hyped to share our CVPR 2022 (Oral) paper “SNUG: Self-Supervised Neural Dynamic Garments”. The 3D garment deformations in this clip are learned with a neural network *without* using any dataset of 3D meshes or images🤯The trick? Physics!
Robust Graph Filter Identification and Graph Denoising from Signal Observations
Authors: S. Rey, V. Tenorio, A. G. Marques. Full article: IEEE Trans. Signal Process
Improved max-value entropy search for multi-objective Bayesian optimization with constraints
Authors: D. Fernández-Sánchez, E. C. Garrido-Merchán, D. Hernández-Lobato. Full article: Neurocomputing
Exploring Facial Expressions and Affective Domains for Parkinson Detection
Authors: L. F. Gomez-Gomez, A. Morales, J. Fierrez, J. R. Orozco-Arroyave. Full article: Plos One
MDIW-13: New Database and Benchmark for Script Identification
Authors: M.A. Ferrer, A. Das, M. Diaz, A. Morales, C. Carmona-Duarte. Full article: Cognitive Computation