Hello, World.

I'm Davide Belli.

Senior Deep Learning Researcher

Qualcomm AI Research / University of Amsterdam

More About Me
About

Let me introduce myself.

Profile Picture

I am a Senior Deep Learning Researcher at Qualcomm AI Research with interests in Generative Models and Graph Representation Learning. I graduated in 2019 from the MSc AI at the University of Amsterdam. I love programming competitions, cooking and sports.
Currently living in Amsterdam, NL.

View Resume

Profile

I am a Senior Deep Learning researcher with 3 years of work experience in the Perception team in Qualcomm AI Research. I graduated in 2019 from my Master programme in Artificial Intelligence at the University of Amsterdam. My research focused on Generative Modeling with Deep Learning, and my thesis project involved Image-to-Graph Generation for Extraction of Road Networks from satellite images. I have completed my BSc in Computer Science at the University of Trento, Italy.

  • Full name: Davide Belli
  • Job: Senior Deep Learning Research Engineer
  • Living in: Amsterdam, NL

Skills

Native speaker in Italian and professional proficiency in English. Proficient in Python and ML/DL tools like PyTorch, NumPy, Matplotlib. I have experience with C++, MATLAB, Java, Node.js. I use Git, Docker and LaTeX.

  • 95%
    PyTorch
  • 95%
    Python
  • 90%
    NumPy
  • 40%
    Java
  • 40%
    C++

Publications

Qualcomm AI Research

2020-2022

Personalization for Face Anti-spoofing

Belli, D., Das, D., Major, B., Porikli, F.. Online Adaptive Personalization for Face Anti-spoofing. ICIP 2022

Belli, D., Das, D., Major, B., Porikli, F.. A Personalized Benchmark for Face Anti-spoofing. WACV 2022, MAP-A Workshop [Link].

AMLab (UvA)

January - September 2019

Image-Conditioned Graph Generation for Road Network Extraction

Belli, D. and Kipf, T.. Image-Conditioned Graph Generation for Road Network Extraction. NeurIPS 2019, GRL Workshop [Link].

ILLC (UvA)

May - June 2018

Adding Object Detection Skills to Visual Dialogue Agents

Bani, G.*, Belli, D.*, Dagan, G.*, Geenen, A.*, Skliar, A., Venkatesh, A., Baumgartner, T., Bruni, E. and Fernández, R.. Adding object detection skills to visual dialogue agents. ECCV 2018, SiVL Workshop [Link], *equal contribution.

AMLab (UvA)

January - May 2018

Chest X-ray Inpainting with Deep Generative Models

Sogancioglu, E.*, Hu, S.*, Belli, D. and van Ginneken, B.. Chest X-ray Inpainting with Deep Generative Models. arXiv preprint arXiv:1809.01471 [Link], *equal contribution.

Belli, D., Hu, S., Sogancioglu, E. and van Ginneken, B.. Context Encoding Chest X-rays. arXiv preprint arXiv:1812.00964. [Link].

Education

MSc Artificial Intelligence

September 2017 - September 2019

University of Amsterdam

Graduated Cum Laude
GPA: 8.8 / 10

BSc Computer Science

September 2014 - July 2017

University of Trento

Graduated with 110 marks out of 110 with honour
GPA: 28.8 / 30

High School

September 2009 - July 2014

Liceo Scientifico Tecnologico Enrico Fermi

Graduated with 100 out of 100

Blog

Check out some of my MSc projects!

Generative Graph Transformer

Generative Graph Transformer
Toulouse Road Network dataset

Toulouse Road Network dataset
Where to find me

Amsterdam,
The Netherlands

Email Me At

davidebelli95@gmail.com