Customize-A-Video: One-Shot Motion Customization of Text-to-Video Diffusion Models
Yixuan Ren ,
Yang Zhou ,
Jimei Yang ,
Jing Shi ,
Difan Liu ,
Feng Liu ,
Mingi Kwon ,
Abhinav Shrivastava
ECCV , 2024
project page
/
paper
/
arxiv
/
code
Customize pre-trained video diffusion models from a single reference video and adapt its motion to new subjects and scenes with motion diversity.
Content-Adapt Image Color Editing With Auxiliary Color Restoration Tasks
Yixuan Ren ,
Jing Shi ,
Zhifei Zhang ,
Yifei Fan ,
Zhe Lin ,
Bo He ,
Abhinav Shrivastava
WACV , 2024
paper
/
supplementary
/
code
Edit the color tone of an image with the editing styles adaptive to its content.
Towards Scalable Neural Representation for Diverse Videos
Bo He ,
Xitong Yang ,
Hanyu Wang ,
Zuxuan Wu ,
Hao Chen ,
Shuaiyi Huang ,
Yixuan Ren,
Ser-Nam Lim ,
Abhinav Shrivastava
CVPR , 2023
project page
/
arxiv
/
code
A video INR that encodes large-scale and diverse video data faithfully and efficiently.
NeRV: Neural Representations for Videos
Hao Chen ,
Bo He ,
Hanyu Wang ,
Yixuan Ren,
Ser-Nam Lim ,
Abhinav Shrivastava
NeurIPS , 2021
project page
/
arxiv
/
code
A frame-wise neural representation for videos, achieving high compression performance and fast decoding speed.
StEP: Style-based Encoder Pre-training for Multi-modal Image Synthesis
Moustafa Meshry ,
Yixuan Ren,
Larry S. Davis ,
Abhinav Shrivastava
CVPR , 2021
project page
/
paper
/
arxiv
/
code
A staged MMI2I method via style encoder pre-training for simplifed losses and stablized training.
Experiences
Research Scientist Intern, Adobe Research, 2023
Research Scientist Intern, Adobe Research, 2022
Research Intern, ByteDance, 2021
Services
Reviewers: CVPR, ICCV, ECCV, NeurIPS, ICLR, ICML, WACV, TPAMI