Roberto Valle

Associate Professor, Artificial Intelligence, Universidad Politécnica de Madrid

Joined

April 2024

Names

Roberto Valle (Preferred)

Emails

****@fi.upm.es (Confirmed)

****@upm.es (Confirmed)

Personal Links

Career & Education History

Associate Professor

Artificial Intelligence, Universidad Politécnica de Madrid (upm.es)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

Luis Baumela

Present

PhD Advisor

José Miguel Buenaposada

Present

Expertise

Face alignment

Present

Head pose estimation

Present

Deep fakes detection

Present

Publications

Spatiotemporal Face Alignment for Generalizable Deepfake Detection
Roberto Valle, Alejandro Cobo, José Miguel Buenaposada, Luis Baumela
- International Conference on Automatic Face and Gesture Recognition
- Readers: Everyone
Reducing head pose estimation data set bias with synthetic data
Roberto Valle, José Miguel Buenaposada, Luis Baumela
- IEEE Access
- Readers: Everyone
Pose-guided token selection for the recognition of activities of daily living
Ricardo Pizarro, Roberto Valle, José Miguel Buenaposada, Luis M. Bergasa, Luis Baumela
- Image and Vision Computing
- Readers: Everyone
On the representation and methodology for wide and short range head pose estimation
Alejandro Cobo, Roberto Valle, José Miguel Buenaposada, Luis Baumela
- Pattern Recognition
- Readers: Everyone
On the representation and methodology for wide and short range head pose estimation
Alejandro Cobo, Roberto Valle, José Miguel Buenaposada, Luis Baumela
- Published: 01 Jan 2024, Last Modified: 09 Apr 2024
- CoRR 2024
- Readers: Everyone
Multi-task head pose estimation in-the-wild
Roberto Valle, José Miguel Buenaposada, Luis Baumela
- Published: 01 Jan 2022, Last Modified: 09 Apr 2024
- CoRR 2022
- Readers: Everyone
Multi-Task Head Pose Estimation in-the-Wild
Roberto Valle, José Miguel Buenaposada, Luis Baumela
- 2021 (modified: 03 Nov 2022)
- IEEE Trans. Pattern Anal. Mach. Intell. 2021
- Readers: Everyone
Cascade of encoder-decoder CNNs with learned coordinates regressor for robust facial landmarks detection
Roberto Valle, José Miguel Buenaposada, Luis Baumela
- 2020 (modified: 02 Oct 2021)
- Pattern Recognit. Lett. 2020
- Readers: Everyone
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees
Roberto Valle, José Miguel Buenaposada, Antonio Valdés, Luis Baumela
- 2019 (modified: 02 Oct 2021)
- CoRR 2019
- Readers: Everyone
Face alignment using a 3D deeply-initialized ensemble of regression trees
Roberto Valle, José Miguel Buenaposada, Antonio Valdés, Luis Baumela
- 2019 (modified: 02 Oct 2021)
- Comput. Vis. Image Underst. 2019
- Readers: Everyone

View all 15 publications

Roberto Valle

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors