DIEGO BONILLA SALVADOR / PORTFOLIO
Welcometo mywork.
Here are my projects, research notes, articles and videos. You can browse them below.
DIEGO BONILLA SALVADORPROJECTS
ARTICLES
VIDEOS
ARTICLES
VIDEOS
DIEGO BONILLA SALVADOR / PORTFOLIOSCROLL DOWN ↓
Selected projects.
ALL PROJECTS ↗A few projects from the archive.
COMPUTER VISIONFractalTokenizerAdaptive image tokenization using pattern mining and quadtree partitioning to create variable-size visual patches.VIEW PROJECT ↗
COMPUTER VISION / MULTIMODAL AISceneGraph-LLMZero-shot scene graph generation from images with LLM-supervised synthetic data and a vision-language relation model.VIEW PROJECT ↗COMPUTER VISION / ROBOTICSRGB-D SLAM with RealSense D415An ongoing real-time mapping and camera-tracking project using an Intel RealSense D415 depth camera.VIEW PROJECT ↗
A book I coauthored.
AI Revolution: Exploring Advanced Concepts in Deep Learning
A coauthored textbook on deep learning theory and lab exercises.
Coauthored with Emilio Soria Olivas, Pablo Rodríguez Belenguer, Emma Amorós Belda, Pablo Hernández Cámara and Manuel Sánchez-Montañés.
VIEW BOOK ↗Articles and videos.
A selection of things I've written and recorded.
Recent articles.
ALL ARTICLES ↗The most recently published articles are listed here.
01Give Me $120M and I’ll Change AIAn article about the cost of training a new language model.02Why Do We Use MSE? Three Levels of ComplexityAn explanation of mean squared error, from the practical intuition to its gradient and curvature.03How to Make Your LLM ReasonA written companion to the video series on reasoning, reinforcement learning and language models.
