Vincent Lewi
PhD student in 3D & video generation
I am a PhD student working on generative models for 3D content and video: making them controllable, consistent over time, and faithful to the geometry of the world they depict.
Before my PhD I studied Information Systems and Data Science at Singapore Management University, where I worked as a research assistant on text-to-3D generation and image and video customisation with diffusion models.
News
- Graduated from Singapore Management University with a B.Sc. in Information Systems (Business Analytics) and a second major in Data Science.
- Joined Aboitiz Data Innovation as a data science intern, working on real-estate price prediction.
- Started as a research assistant at Singapore Management University, working on text-to-3D and image and video customisation.
- Presented DLVS4Music2Sheet at RAFDA 2024.
Publications
DLVS4Music2Sheet: Deep Learning Vocal Separation for A Cappella Transcription to Sheet Music
Pacific-Asia Conference on Knowledge Discovery and Data Mining 2024
InterFold: Learning Interpretable Diffusion Manifolds Beyond Binary Samples
International Conference on Multimedia Retrieval 2026
Projects
satelilit.ai
A real-estate price prediction platform that helps homeowners in Metro Manila find the right selling price, using satellite imagery alongside structural and geospatial features.
Movie Recommender
A hybrid recommender over 100,000+ films scraped from IMDb, combining embedding-based collaborative filtering with content-based filtering on movie metadata.