Maria Korosteleva

Maria Korosteleva

Computer Graphics Scientist

Meshcapade

Biography

I’m a Computer Graphics Sceintist at Meshcapade working on automated scalable apparel design. Previously, I’ve worked as postdoctoral researcher at Interactive Geometry Lab in ETH Zurich with Professor Olga Sorkine-Hornung. I earned by BSc ans MSc in the area of Applied Mathematics and Computer Science from Lomonosov Moscow State university. Later, I received my Ph.D. Degree from LAVA Lab, KAIST, under supervision of Professor Sung-Hee Lee.

My research interests revolve around synthetic data generation and the application of AI to geometry processing, shape generation, and reconstruction, specifically in the areas of Digital garments and Virtual humans. I find inspiration in science, creative fields, and stunning visual masterpieces.

Download my resumé.

Interests
  • FashionTech
  • Artificial Intelligence
  • Geometry Processing
Education
  • PhD in Computer Graphics and Artificial Intelligence, 2022

    KAIST

  • BSc + MSc in Applied Mathematics and Computer Science, 2015

    Lomonosov Moscow State University

Publications

AIpparel: A Multimodal Foundation Model for Digital Garments
CVPR 2025 (highlight). A multimodal foundation model for digital garments
AIpparel: A Multimodal Foundation Model for Digital Garments
GarmentCodeData: A Dataset of 3D Made-to-Measure Garments With Sewing Patterns
ECCV 2024. A large-scale dataset of 115,000 3D garment designs fitted across 5000 body shapes.
GarmentCodeData: A Dataset of 3D Made-to-Measure Garments With Sewing Patterns

Awards

KCGS 2022
CLO Award
Awarded by CLO Virtual Fashion & KCGS 2022 for outstanding papers on Digital Garments for NeuralTailor project

Experience

 
 
 
 
 
Meshcapade
Computer Graphics Scientist
Oct 2024 – Present Germany
Automated apparel design at scale for synthetic data generation
 
 
 
 
 
IGL at ETH Zurich
Postdoctoral Researcher
Sep 2022 – Sep 2024 Switzerland
In collaboration with Prof. Dr. Olga Sorkine-Hornung
 
 
 
 
 
Meta Platforms, Inc.
Research Intern at Reality Labs Research
Aug 2021 – Dec 2021 Redmond, US (Remote)
Developed a robust solution for volumetric segmentation with DL-based CV methods
 
 
 
 
 
LAVA Lab at KAIST
Research Assistant
Feb 2018 – Aug 2022 Daejeon, South Korea
  • Research projects on realistic virtual avatars for humans
  • Numerical optimization, 3D and Structured Deep Learning