Scholar
Xuanchi Ren
Google Scholar ID: fDHUk18AAAAJ
University of Toronto, NVIDIA
Citations & Impact
Citations
635
H-index
14
i10-index
16
Publications
19
Co-authors
35
list available
Publications
Resume (English only)
Academic Achievements
- - Published paper 'Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation Models', White Paper, June 2025
- - Published paper 'GEN3C: 3D-Informed World-Consistent Video Generation with Precise Camera Control', CVPR 2025 Highlight (3% acceptance rate), March 2025
- - Contributed to NVIDIA's white paper 'Cosmos-Transfer1: Conditional World Generation with Adaptive Multimodal Control' featured in Jensen Huang's GTC 2025 keynote, March 2025
- - Published paper 'XCube: Large-Scale 3D Generative Modeling using Sparse Voxel Hierarchies', CVPR 2024 Highlight (2.8% acceptance rate), November 2023
- - Published paper 'Look Outside the Room: Synthesizing A Consistent Long-Term 3D Scene Video from A Single Image', CVPR 2022, March 2022
Research Experience
- - PhD student at University of Toronto
- - Research scientist at NVIDIA
- - During undergraduate years, worked with Dr. Li Erran Li, Prof. Alexandre Alahi @EPFL, Dr. Yuwang Wang @MSRA, and Prof. Xiaolong Wang @UCSD
Education
- - PhD student, 2022-Present, University of Toronto, Supervisor: Prof. Sanja Fidler
- - Exchange student, Spring 2020, EPFL
- - BSc in Computer Science and Math, 2017-2022, HKUST, Supervisor: Prof. Qifeng Chen
Background
- Research interests: Computer vision, particularly generative modeling and 3D vision.
