no code implementations • 12 May 2022 • Xintian Wu, Qihang Zhang, Yiming Wu, Huanyu Wang, Songyuan Li, Lingyun Sun, Xi Li
Formulated as a conditional generation problem, face animation aims at synthesizing continuous face images from a single source image driven by a set of conditional face motion.
no code implementations • 13 Jul 2021 • Jiabao Cui, Pengyi Zhang, Songyuan Li, Liangli Zheng, Cuizhu Bao, Jupeng Xia, Xi Li
The key issue of the direct recognition is to preserve identity information of secret images into container images and make container images look similar to cover images at the same time.
no code implementations • 30 May 2021 • Pengyi Zhang, Huanzhang Dou, Wenhu Zhang, Yuhan Zhao, Songyuan Li, Zequn Qin, Xi Li
To diversify the extrinsic factors of gait, we build a complicated scene with a dense camera layout.
no code implementations • 24 May 2021 • Jabeen Summaira, Xi Li, Amin Muhammad Shoib, Songyuan Li, Jabbar Abdul
Deep Learning has implemented a wide range of applications and has become increasingly popular in recent years.
1 code implementation • CVPR 2021 • Peng Sun, Wenhu Zhang, Huanyu Wang, Songyuan Li, Xi Li
In principle, the feature modeling scheme is carried out in a depth-sensitive attention module, which leads to the RGB feature enhancement as well as the background distraction reduction by capturing the depth geometry prior.
no code implementations • 4 Mar 2021 • Hui Wang, Jian Tian, Songyuan Li, Hanbin Zhao, Qi Tian, Fei Wu, Xi Li
Unsupervised domain adaptation (UDA) typically carries out knowledge transfer from a label-rich source domain to an unlabeled target domain by adversarial learning.
no code implementations • 5 Jan 2021 • Huanzhang Dou, Wenhu Zhang, Pengyi Zhang, Yuhan Zhao, Songyuan Li, Zequn Qin, Fei Wu, Lin Dong, Xi Li
With the motivation of practical gait recognition applications, we propose to automatically create a large-scale synthetic gait dataset (called VersatileGait) by a game engine, which consists of around one million silhouette sequences of 11, 000 subjects with fine-grained attributes in various complicated scenarios.
1 code implementation • ICCV 2021 • Huanyu Wang, Songyuan Li, Shihao Su, Zequn Qin, Xi Li
In this paper, we model the relations for dynamic inference from two aspects: the routers and the samples.
no code implementations • 8 Jun 2020 • Xuewei Li, Songyuan Li, Bourahla Omar, Fei Wu, Xi Li
In this paper, we see knowledge distillation in a fresh light, using the knowledge gap, or the residual, between a teacher and a student as guidance to train a much more lightweight student, called a res-student.
1 code implementation • 29 May 2020 • Huanyu Wang, Zequn Qin, Songyuan Li, Xi Li
In this paper, we see dynamic routing networks in a fresh light, formulating a routing method as a mapping from a sample space to a routing space.
no code implementations • 4 May 2020 • Junyi Feng, Songyuan Li, Yifeng Chen, Fuxian Huang, Jiabao Cui, Xi Li
Real-time semantic segmentation on high-resolution videos is challenging due to the strict requirements of speed.
no code implementations • CVPR 2020 • Yifeng Chen, Guangchen Lin, Songyuan Li, Bourahla Omar, Yiming Wu, Fangfang Wang, Junyi Feng, Mingliang Xu, Xi Li
Panoptic segmentation aims to perform instance segmentation for foreground instances and semantic segmentation for background stuff simultaneously.
no code implementations • 31 Mar 2020 • Peng Sun, Jiaxiang Wu, Songyuan Li, Peiwen Lin, Junzhou Huang, Xi Li
To satisfy the stringent requirements on computational resources in the field of real-time semantic segmentation, most approaches focus on the hand-crafted design of light-weight segmentation networks.
1 code implementation • 30 Mar 2020 • Junyi Feng, Songyuan Li, Xi Li, Fei Wu, Qi Tian, Ming-Hsuan Yang, Haibin Ling
Real-time semantic video segmentation is a challenging task due to the strict requirements of inference speed.