no code implementations • ECCV 2020 • Yating Wang, Quan Wang, Feng Xu
A complete 3D face reconstruction requires to explicitly model the eyeglasses on the face, which is less investigated in the literature.
no code implementations • 30 May 2022 • Xinya Ji, Hang Zhou, Kaisiyuan Wang, Qianyi Wu, Wayne Wu, Feng Xu, Xun Cao
Although significant progress has been made to audio-driven talking face generation, existing methods either neglect facial emotion or cannot be applied to arbitrary subjects.
no code implementations • 14 May 2022 • Shilei Fu, Feng Xu
A 3D inverse target reconstruction algorithm from SAR images is devised.
1 code implementation • 25 Apr 2022 • ShengJie Liu, Chuang Zhu, Feng Xu, Xinyu Jia, Zhongyue Shi, Mulan Jin
The evaluation of human epidermal growth factor receptor 2 (HER2) expression is essential to formulate a precise treatment for breast cancer.
Ranked #1 on
Image-to-Image Translation
on BCI
Breast Cancer Detection
Classification Of Breast Cancer Histology Images
+4
no code implementations • 21 Apr 2022 • Senrong Xu, Yuan YAO, Liangyue Li, Wei Yang, Feng Xu, Hanghang Tong
In this work, we study the victim node detection problem under topology attacks against GNNs.
1 code implementation • CVPR 2022 • Junfeng Lyu, Zhibo Wang, Feng Xu
In this paper, we propose a novel framework to remove eyeglasses as well as their cast shadows from face images.
no code implementations • CVPR 2022 • Wenbin Lin, Chengwei Zheng, Jun-Hai Yong, Feng Xu
In our technique, the motion of visible regions is first estimated and combined with temporal information to infer the motion of the occluded regions through an LSTM-involved graph neural network.
no code implementations • 14 Mar 2022 • Jiabao He, Xuan Zhang, Feng Xu, Junbo Tan, Xueqian Wang
Given the recent surge of interest in data-driven control, this paper proposes a two-step method to study robust data-driven control for a parameter-unknown linear time-invariant (LTI) system that is affected by energy-bounded noises.
no code implementations • 7 Dec 2021 • Jiabao He, Xuan Zhang, Feng Xu, Junbo Tan, Xueqian Wang
For a parameter-unknown linear descriptor system, this paper proposes data-driven methods to testify the system's type and controllability and then to stabilize it.
1 code implementation • 4 Dec 2021 • Feng Xu, Chuang Zhu, Wenqi Tang, Ying Wang, Yu Zhang, Jie Li, Hongchuan Jiang, Zhongyue Shi, Jun Liu, Mulan Jin
Conclusion: Our study provides a novel DL-based biomarker on primary tumor CNB slides to predict the metastatic status of ALN preoperatively for patients with EBC.
1 code implementation • NeurIPS 2021 • Xiong-Hui Chen, Shengyi Jiang, Feng Xu, Zongzhang Zhang, Yang Yu
Experiments on MuJoCo and Hand Manipulation Suite tasks show that the agents deployed with our method achieve similar performance as it has in the source domain, while those deployed with previous methods designed for same-modal domain adaptation suffer a larger performance gap.
1 code implementation • 22 Nov 2021 • Tong Wang, Yuan YAO, Feng Xu, Shengwei An, Hanghang Tong, Ting Wang
We also evaluate FTROJAN against state-of-the-art defenses as well as several adaptive defenses that are designed on the frequency domain.
no code implementations • 28 Jul 2021 • Delong Chen, Fan Liu, Zewen Li, Feng Xu
In this demo, we present VirtualConductor, a system that can generate conducting video from any given music and a single user's image.
1 code implementation • NeurIPS 2021 • Xu-Hui Liu, Zhenghai Xue, Jing-Cheng Pang, Shengyi Jiang, Feng Xu, Yang Yu
In reinforcement learning, experience replay stores past samples for further reuse.
1 code implementation • 10 May 2021 • Xinyu Yi, Yuxiao Zhou, Feng Xu
For global translation estimation, we propose a supporting-foot-based method and an RNN-based method to robustly solve for the global translations with a confidence-based fusion technique.
no code implementations • molecular therapy nucleic acids 2021 • Feng Xu, Xiaoling Huang, Yangyi Li, Yongsong Chen, and Ling Lin
This risk model based on the m6 A-based lncRNAs may be promising for the clinical prediction of prognoses and immunotherapeutic responses in LUAD patients.
1 code implementation • CVPR 2021 • Xinya Ji, Hang Zhou, Kaisiyuan Wang, Wayne Wu, Chen Change Loy, Xun Cao, Feng Xu
In this work, we present Emotional Video Portraits (EVP), a system for synthesizing high-quality video portraits with vivid emotional dynamics driven by audios.
no code implementations • 14 Apr 2021 • Feng Xu, Sergiy A. Vorobyov
To develop such approach, a higher-order tensor is constructed, whose factor matrices contain the sources azimuth and elevation information.
no code implementations • 25 Mar 2021 • Feng Xu, Sergiy A. Vorobyov, Fawei Yang
The time division multiple access (TDMA) technique has been applied in automotive multiple-input multiple-output (MIMO) radar.
no code implementations • 9 Mar 2021 • Xian Sun, Peijin Wang, Zhiyuan Yan, Feng Xu, Ruiping Wang, Wenhui Diao, Jin Chen, Jihao Li, Yingchao Feng, Tao Xu, Martin Weinmann, Stefan Hinz, Cheng Wang, Kun fu
In this paper, we propose a novel benchmark dataset with more than 1 million instances and more than 15, 000 images for Fine-grAined object recognItion in high-Resolution remote sensing imagery which is named as FAIR1M.
no code implementations • 29 Jan 2021 • Feng Xu, Matthew W. Morency, Sergiy A. Vorobyov
A computationally efficient tensor decomposition method is proposed to decompose the Vandermonde factor matrices.
Information Theory Signal Processing Information Theory
1 code implementation • 1 Jan 2021 • Xiong-Hui Chen, Shengyi Jiang, Feng Xu, Yang Yu
Domain adaptation is a promising direction for deploying RL agents in real-world applications, where vision-based robotics tasks constitute an important part.
no code implementations • CVPR 2021 • Yuxiao Zhou, Marc Habermann, Ikhsanul Habibie, Ayush Tewari, Christian Theobalt, Feng Xu
We present the first method for real-time full body capture that estimates shape and motion of body and hands together with a dynamic 3D face model from a single color image.
Ranked #9 on
3D Hand Pose Estimation
on FreiHAND
1 code implementation • NeurIPS 2020 • Long Chen, Yuan YAO, Feng Xu, Miao Xu, Hanghang Tong
Collaborative filtering has been widely used in recommender systems.
no code implementations • 30 Jul 2020 • Feng Xu, Sergiy A. Vorobyov, Xiaopeng Yang
We develop a new tensor model for slow-time multiple-input multiple output (MIMO) radar and apply it for joint direction-of-departure (DOD) and direction-of-arrival (DOA) estimation.
no code implementations • 17 Jun 2020 • Xiao Xiang Zhu, Sina Montazeri, Mohsin Ali, Yuansheng Hua, Yuanyuan Wang, Lichao Mou, Yilei Shi, Feng Xu, Richard Bamler
Deep learning in remote sensing has become an international hype, but it is mostly limited to the evaluation of optical data.
2 code implementations • CVPR 2020 • Yuxiao Zhou, Marc Habermann, Weipeng Xu, Ikhsanul Habibie, Christian Theobalt, Feng Xu
We present a novel method for monocular hand shape and pose estimation at unprecedented runtime performance of 100fps and at state-of-the-art accuracy.
no code implementations • 10 Mar 2020 • Bohan Wu, Feng Xu, Zhanpeng He, Abhi Gupta, Peter K. Allen
This paper aims to address this scalability challenge with a robust, sample-efficient, and general meta-IRL algorithm, SQUIRL, that performs a new but related long-horizon task robustly given only a single video demonstration.
no code implementations • 14 Oct 2019 • Shuangjie Xu, Feng Xu, Yu Cheng, Pan Zhou
In this paper, we investigate a novel problem of telling the difference between image pairs in natural language.
2 code implementations • ICCV 2019 • Ming Lu, Hao Zhao, Anbang Yao, Yurong Chen, Feng Xu, Li Zhang
Although plenty of methods have been proposed, a theoretical analysis of feature transform is still missing.
no code implementations • 29 Mar 2019 • Zihao Bo, Hao Zhang, Junhai Yong, Feng Xu
We propose a real-time DNN-based technique to segment hand and object of interacting motions from depth inputs.
no code implementations • 24 Jan 2019 • Shilei Fu, Feng Xu, Ya-Qiu Jin
This paper attempts to develop machine intelligence that are trainable with large-volume co-registered SAR and optical images to translate SAR image to optical version for assisted SAR image interpretation.
no code implementations • 8 Jan 2019 • Shilei Fu, Feng Xu, Ya-Qiu Jin
This paper attempts to develop machine intelligence that are trainable with large-volume co-registered SAR and optical images to translate SAR image to optical version for assisted SAR interpretation.
no code implementations • 7 Dec 2018 • Zunjie Zhu, Feng Xu
Experiments show that our patch deformation method improves the accuracy of feature tracking, and our 3D reconstruction outperforms the state-of-the-art solutions under fast camera motions.
1 code implementation • ECCV 2018 • Shi Yan, Chenglei Wu, Lizhen Wang, Feng Xu, Liang An, Kaiwen Guo, Yebin Liu
Consumer depth sensors are more and more popular and come to our daily lives marked by its recent integration in the latest Iphone X.
no code implementations • 5 Jul 2018 • Wei Ao, Yanwei Fu, Feng Xu
Even worse, the noise signals also existed in the video frames, since the background of the video frame has the subpixel-level and uneven moving thanks to the motion of satellites.
no code implementations • 17 Nov 2017 • Xiaodong Cun, Feng Xu, Chi-Man Pun, Hao Gao
In this paper, we focus on a more challenging and ill-posed problem that is to synthesize novel viewpoints from one single input image.
1 code implementation • 11 Oct 2017 • Xiao Xiang Zhu, Devis Tuia, Lichao Mou, Gui-Song Xia, Liangpei Zhang, Feng Xu, Friedrich Fraundorfer
In this article, we analyze the challenges of using deep learning for remote sensing data analysis, review the recent advances, and provide resources to make deep learning in remote sensing ridiculously simple to start with.
no code implementations • ICCV 2017 • Ming Lu, Hao Zhao, Anbang Yao, Feng Xu, Yurong Chen, Li Zhang
Our method decomposes the semantic style transfer problem into feature reconstruction part and feature decoder part.
no code implementations • ICCV 2017 • Tao Yu, Kaiwen Guo, Feng Xu, Yuan Dong, Zhaoqi Su, Jianhui Zhao, Jianguo Li, Qionghai Dai, Yebin Liu
To reduce the ambiguities of the non-rigid deformation parameterization on the surface graph nodes, we take advantage of the internal articulated motion prior for human performance and contribute a skeleton-embedded surface fusion (SSF) method.
no code implementations • 22 Jul 2017 • Qian Song, Feng Xu, Ya-Qiu Jin
Both qualitative and quantitative experiments with real fully polarimetric data are conducted to show the efficacy of the proposed method.
no code implementations • ICCV 2015 • Kaiwen Guo, Feng Xu, Yangang Wang, Yebin Liu, Qionghai Dai
We present a new motion tracking method to robustly reconstruct non-rigid geometries and motions from single view depth inputs captured by a consumer depth sensor.
no code implementations • 27 Nov 2013 • Yuan Yao, Hanghang Tong, Tao Xie, Leman Akoglu, Feng Xu, Jian Lu
Community Question Answering (CQA) websites have become valuable repositories which host a massive volume of human knowledge.