2 code implementations • 13 Mar 2024 • Yue Ma, Yingqing He, Hongfa Wang, Andong Wang, Chenyang Qi, Chengfei Cai, Xiu Li, Zhifeng Li, Heung-Yeung Shum, Wei Liu, Qifeng Chen
Despite recent advances in image-to-video generation, better controllability and local animation are less explored.
no code implementations • 18 Dec 2023 • Chenyang Qi, Zhengzhong Tu, Keren Ye, Mauricio Delbracio, Peyman Milanfar, Qifeng Chen, Hossein Talebi
Text-driven diffusion models have become increasingly popular for various image editing tasks, including inpainting, stylization, and object replacement.
1 code implementation • 6 Dec 2023 • Jiwen Yu, Xiaodong Cun, Chenyang Qi, Yong Zhang, Xintao Wang, Ying Shan, Jian Zhang
For appearance control, we borrow intermediate latents and their features from the text-to-image (T2I) generation for ensuring the generated first frame is equal to the given generated image.
1 code implementation • 5 Dec 2023 • Yue Ma, Xiaodong Cun, Yingqing He, Chenyang Qi, Xintao Wang, Ying Shan, Xiu Li, Qifeng Chen
Yet succinct, our method is the first method to show the ability of video property editing from the pre-trained text-to-image model.
no code implementations • 5 Sep 2023 • Muhao Liu, Chenyang Qi, Shunxing Bao, Quan Liu, Ruining Deng, Yu Wang, Shilin Zhao, Haichun Yang, Yuankai Huo
However, very few, if any, deep learning based approaches have been applied to kidney layer structure segmentation.
1 code implementation • NeurIPS 2023 • Ge Yuan, Xiaodong Cun, Yong Zhang, Maomao Li, Chenyang Qi, Xintao Wang, Ying Shan, Huicheng Zheng
Empowered by the proposed celeb basis, the new identity in our customized model showcases a better concept combination ability than previous personalization methods.
1 code implementation • CVPR 2023 • Chenyang Qi, Xin Yang, Ka Leong Cheng, Ying-Cong Chen, Qifeng Chen
Then, an efficient frequency-aware decoder reconstructs a high-fidelity HR image from the LR one in real time.
1 code implementation • ICCV 2023 • Chenyang Qi, Xiaodong Cun, Yong Zhang, Chenyang Lei, Xintao Wang, Ying Shan, Qifeng Chen
We also have a better zero-shot shape-aware editing ability based on the text-to-video model.
1 code implementation • CVPR 2023 • BoWen Zhang, Chenyang Qi, Pan Zhang, Bo Zhang, HsiangTao Wu, Dong Chen, Qifeng Chen, Yong Wang, Fang Wen
In this work, we propose an ID-preserving talking head generation framework, which advances previous methods in two aspects.
1 code implementation • 14 Jul 2022 • Chenyang Qi, Junming Chen, Xin Yang, Qifeng Chen
Recent multi-output inference works propagate the bidirectional temporal feature with a parallel or recurrent framework, which either suffers from performance drops on the temporal edges of clips or can not achieve online inference.
Ranked #1 on Video Denoising on CRVD
1 code implementation • CVPR 2022 • Chenyang Lei, Chenyang Qi, Jiaxin Xie, Na Fan, Vladlen Koltun, Qifeng Chen
We present a new data-driven approach with physics-based priors to scene-level normal estimation from a single polarization image.
no code implementations • 7 Aug 2021 • Chenyang Lei, Xuhua Huang, Chenyang Qi, Yankun Zhao, Wenxiu Sun, Qiong Yan, Qifeng Chen
Due to the lack of a large-scale reflection removal dataset with diverse real-world scenes, many existing reflection removal methods are trained on synthetic data plus a small amount of real-world data, which makes it difficult to evaluate the strengths or weaknesses of different reflection removal methods thoroughly.