Maria Pilligua

Acepted at ETH Zurich Master in Computer Science :).
4th-year Bachelor’s student in Artificial Intelligence at Autonomous University of Barcelona, ranked in the top 5% of my class with a GPA of 9.34/10. At 23 years old, I have over two years of research experience in AI with publications in top conferences like CVPR 2025 and ECCV 2024, specializing in Computer Vision. I am highly motivated and eager to collaborate on impactful projects.

Email / Google Scholar / Github / ORCID / LinkedIn

📃 Projects

HyperNVD: Accelerating Neural Video Decomposition via Hypernetworks. ^🔗
Maria Pilligua, Danna Xue, Javier Vazquez-Corral,
CVPR 2025!

Project Page arXiv Code

PAH: Prototype Augmented Hypernetworks ^🔗
Neil De La Fuente, Maria Pilligua, Daniel Vidal, Alvin Soutif, Andrey Barskey,
Workshop CVPR 2025

Code)

PromptNorm: Image Geometry Guides Ambient Light Normalization ^🔗
David Serrano-Lozano, Francisco A. Molina Bakhos, Danna Xue, Yixiong Yang, Maria Pilligua, Ramon Baldrich, Maria Vanrell, Javier Vazquez-Corral,
Workshop CVPR 2025

Code)

LayeredDoc: Domain Adaptive Document Restoration with a Layer Separation Approach. ^🔗
Maria Pilligua, Nil Biescas, Javier Vazquez-Corral, Josep Lladós, Ernest Valveny, Sanket Biswas
ECCV WiCV 2024, ICDAR 2024

Project Page arXiv Code Poster BibTex

@misc{pilligua2024layereddocdomainadaptivedocument,
                    title={LayeredDoc: Domain Adaptive Document Restoration with a Layer Separation Approach}, 
                    author={Maria Pilligua and Nil Biescas and Javier Vazquez-Corral and Josep Lladós and Ernest Valveny and Sanket Biswas},
                    year={2024},
                    eprint={2406.08610},
                    archivePrefix={arXiv},
                    primaryClass={cs.CV},
                    url={https://arxiv.org/abs/2406.08610}, }

Revisiting Robust Low-Light Enhancement^🔗
Maria Pilligua, Ramon Baldrich, Pai Peng, Michael S. Brown, Javier Vazquez-Corral

Project Page (soon!) arXiv (soon!) Code (soon!)

AI Document Digitalization ^🔗
Maria Pilligua, Nil Biescas, Xavi Soto, Laia Vilardell, Jordi Longaron,

Project Page Code (soon!)

💻 Internships

Computer Vision Center of Barcelona
Barcelona, Spain
Mentor: Javier Vazquez-Corral
2023.09 - Now

🎓 Educations

Bachelor's in Artificial Intelligence
Autonomous University of Barcelona, Barcelona, Spain
2021.09 - 2025.06

🏆 Hornors and Scholarships
Currently ranked 1st in my promotion with a GPA of 9.32/10. I have received honors (top 5% of the promotion) on 15 courses.

Scholarships:

2024.09 “DEI Scholarship (ECCV) given to 29/524 outstanding researchers”
2024.09 “Elena Maseras Scholarship (CVC)”
2023.09 “Rosa Sensat Scholarship (CVC)”
2023.02 "CVC Research Scholarship”

Template from Chengfeng Zhao's homepage.