About me
Hi!👋 I’m a third-year PhD student at Bosch Center for Artificial Intelligence (BCAI), supervised by Dr. Anna Khoreva, Dr. Dan Zhang and Prof. Margret Keuper from University of Mannheim. I am passionate about making Generative Models (e.g., GANs, Diffusion Models) greater and their deployment in real-life applications 🤗
Interests
- Image & Video Synthesis
- Generative Models
- Vision-Language Models
- Out-of-Distribution Generalization
Education
PhD in Computer Science, 2022 - Dec. 2024 (Expected)
University of Mannheim
MSc in Simulation Science, 2021
RWTH Aachen University
BSc in Vehicle Engineering, 2019
Beijing Institute of Technology
Publications
Yumeng Li, William Beluch, Margret Keuper, Dan Zhang, Anna Khoreva
Preprint
Text-to-Video Temporal Attention Video Diffusion Model
Preprint
Text-to-Video Temporal Attention Video Diffusion Model
Yumeng Li, Margret Keuper, Dan Zhang, Anna Khoreva
Published at ICLR 2024
Stable Diffusion Layout-to-Image AIGC
Published at ICLR 2024
Stable Diffusion Layout-to-Image AIGC
Yumeng Li, Margret Keuper, Dan Zhang, Anna Khoreva
Published at BMVC 2023 (Oral)
Stable Diffusion Text-to-Image AIGC
Published at BMVC 2023 (Oral)
Stable Diffusion Text-to-Image AIGC
Dan Zhang, Kaspar Sakmann, William Beluch, Robin Hutmacher, Yumeng Li
Published at BRAVO Workshop, ICCV 2023
Anomaly Detection Data Augmentation Autonomous Driving
Published at BRAVO Workshop, ICCV 2023
Anomaly Detection Data Augmentation Autonomous Driving
Yumeng Li, Dan Zhang, Margret Keuper, Anna Khoreva
Published at IJCV
GAN Inversion Style Transfer Domain Generalization Performance Prediction
Published at IJCV
GAN Inversion Style Transfer Domain Generalization Performance Prediction
Yumeng Li, Dan Zhang, Margret Keuper, Anna Khoreva
Published at WACV 2023
GAN Inversion Style Transfer Domain Generalization
Published at WACV 2023
GAN Inversion Style Transfer Domain Generalization
Yumeng Li, Ning Gao, Hanna Ziesche, Gerhard Neumann
Presented at WiCV Workshop, CVPR 2022
6D Pose Estimation Meta-Learning Sim2Real
Presented at WiCV Workshop, CVPR 2022
6D Pose Estimation Meta-Learning Sim2Real
