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About
I am a PhD Student in Computer Vision at the University of Zaragoza advised by Prof. Javier Civera. Working on 3D reconstruction and computer vision, combining Deep Learning priors with geometric clues.
- Age: 27
- Email: izquierdo at unizar dot es
- Languages: Spanish (Native), English (C1 CAE)
- Research interests: Deep Learning, Self-Supervised Learning, Computer Vision
- Programming and skills: Python, PyTorch, TensorFlow, OpenCV, C++
Publications
MVSAnywhere: Zero-Shot Multi-View Stereo
2025 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Sergio Izquierdo, Mohamed Sayed, Michael Firman, Guillermo Garcia-Hernando, Daniyar Turmukhambetov, Javier Civera, Oisin Mac Aodha, Gabriel Brostow, Jamie Watson
Optimal Transport Aggregation for Visual Place Recognition
2024 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Sergio Izquierdo, Javier Civera
SfM-TTR: Using Structure from Motion for Test-Time Refinement of Single-View Depth Networks
2023 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Sergio Izquierdo, Javier Civera
Conditional Servoing for Multi-Step Tasks
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
Sergio Izquierdo*, Max Argus*, Thomas Brox
Bag of Baselines for Multi-objective Joint Neural Architecture Search and Hyperparameter Optimization
2021 International Conference on Machine Learning (ICML), AutoML Workshop
Sergio Izquierdo, Julia Guerrero-Viu, Sven Hauns, Guilherme Miotto, Simon Schrodi, André Biedenkapp, Thomas Elsken, Difan Deng, Marius Lindauer, Frank Hutter
Semi-Supervised Disparity Estimation with Deep Feature Reconstruction
2021 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Workshops
Julia Guerrero-Viu*, Sergio Izquierdo*, Philipp Schröppel, Thomas Brox
Resume
Education
PhD in Computer Vision
2021-present
University of Zaragoza
M.Sc. Artificial Intelligence
2019-2021
Grade: 1.0 out of 1.0
University of Freiburg
Erasmus Exchange Program
2017-2018
HS Esslingen
B.Sc. Computer Engineering
2015-2019
Grade: 9.21 out of 10.0
University of Zaragoza
Experience
Research Intern
Summer 2024
Zero-shot multi-view stereo
Niantic
Deep Learning Intern
Summer 2023
Tool to benchmark 3D perception of drones
Skydio
Junior Researcher Intern
2021
Combined Neural Architecture Search and Hyperparameter Optimization
Machine Learling Lab - Freiburg
Junior Researcher Intern
2019
Deep Neural Networks to denoise physically based renders in challenging scenarios
Graphics & Imaging Lab - Zaragoza
Awards & Scholarships
FPU (PhD Scholarship)
2021-present
Competitive scholarship to pursue a Ph.D.
Spanish Ministry of Education
Deutschlandstipendiumn
2020-2021
National scholarship for high-achieving and committed students.
German Education and Research Minister
National Ranking 2020
2020
Top graduates in Computer Science in Spain.
SEDEA (Spanish Society of Academic Excellence)
Collaboration Scholarship
2018
Research project on Deep Learning + SLAM
RoPeRT Group - Spanish Ministry of Education