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Neural Camera Simulators


Apr 12, 2021
Hao Ouyang, Zifan Shi, Chenyang Lei, Ka Lung Law, Qifeng Chen

* Accepted to CVPR2021 

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Stereo Matching by Self-supervision of Multiscopic Vision


Apr 09, 2021
Weihao Yuan, Yazhan Zhang, Bingkun Wu, Siyu Zhu, Ping Tan, Michael Yu Wang, Qifeng Chen


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Invertible Image Signal Processing


Apr 06, 2021
Yazhou Xing, Zian Qian, Qifeng Chen

* Accepted to CVPR2021. Code available at: https://github.com/yzxing87/Invertible-ISP 

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Robust Reflection Removal with Reflection-free Flash-only Cues


Mar 30, 2021
Chenyang Lei, Qifeng Chen

* Accepted to CVPR2021, code: https://github.com/ChenyangLEI/flash-reflection-removal 

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Involution: Inverting the Inherence of Convolution for Visual Recognition


Mar 10, 2021
Duo Li, Jie Hu, Changhu Wang, Xiangtai Li, Qi She, Lei Zhu, Tong Zhang, Qifeng Chen

* Accepted to CVPR 2021. Code and models are available at https://github.com/d-li14/involution 

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Learning to Predict Vehicle Trajectories with Model-based Planning


Mar 06, 2021
Haoran Song, Di Luan, Wenchao Ding, Michael Yu Wang, Qifeng Chen

* 12 pages, 7 figures. Project page at http://haoran-song.github.io/prime 

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TPCN: Temporal Point Cloud Networks for Motion Forecasting


Mar 04, 2021
Maosheng Ye, Tongyi Cao, Qifeng Chen

* accepted to CVPR 2021 

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FFB6D: A Full Flow Bidirectional Fusion Network for 6D Pose Estimation


Mar 03, 2021
Yisheng He, Haibin Huang, Haoqiang Fan, Qifeng Chen, Jian Sun

* Accepted to CVPR2021 

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Robust Federated Learning with Attack-Adaptive Aggregation


Feb 10, 2021
Ching Pui Wan, Qifeng Chen

* 22 pages 

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Video Deblurring by Fitting to Test Data


Dec 09, 2020
Xuanchi Ren, Zian Qian, Qifeng Chen


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Evaluating adversarial robustness in simulated cerebellum


Dec 05, 2020
Liu Yuezhang, Bo Li, Qifeng Chen

* 6 pages, 2 figures, NeurIPS 2020 Pre-registration Workshop 

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Blind Video Temporal Consistency via Deep Video Prior


Oct 22, 2020
Chenyang Lei, Yazhou Xing, Qifeng Chen

* NeurIPS 2020; github link: github.com/ChenyangLEI/deep-video-prior 

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Self-supervised Object Tracking with Cycle-consistent Siamese Networks


Aug 03, 2020
Weihao Yuan, Michael Yu Wang, Qifeng Chen

* 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 

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Fully Convolutional Networks for Continuous Sign Language Recognition


Jul 24, 2020
Ka Leong Cheng, Zhaoyang Yang, Qifeng Chen, Yu-Wing Tai

* Accepted to ECCV2020 

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PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer


Jul 13, 2020
Duo Li, Anbang Yao, Qifeng Chen

* Accepted by ECCV 2020. Code and models are available at https://github.com/d-li14/PSConv 

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Learning to Learn Parameterized Classification Networks for Scalable Input Images


Jul 13, 2020
Duo Li, Anbang Yao, Qifeng Chen

* Accepted by ECCV 2020. Code and models are available at https://github.com/d-li14/SAN 

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Deep Reinforced Attention Learning for Quality-Aware Visual Recognition


Jul 13, 2020
Duo Li, Qifeng Chen

* Accepted by ECCV 2020 

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Future Video Synthesis with Object Motion Prediction


Apr 15, 2020
Yue Wu, Rongrong Gao, Jaesik Park, Qifeng Chen

* CVPR 2020 

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Depth Sensing Beyond LiDAR Range


Apr 07, 2020
Kai Zhang, Jiaxin Xie, Noah Snavely, Qifeng Chen

* Accepted to CVPR 2020 

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Polarized Reflection Removal with Perfect Alignment in the Wild


Mar 28, 2020
Chenyang Lei, Xuhua Huang, Mengdi Zhang, Qiong Yan, Wenxiu Sun, Qifeng Chen

* CVPR2020 

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PiP: Planning-informed Trajectory Prediction for Autonomous Driving


Mar 25, 2020
Haoran Song, Wenchao Ding, Yuxuan Chen, Shaojie Shen, Michael Yu Wang, Qifeng Chen


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Dynamic Hierarchical Mimicking Towards Consistent Optimization Objectives


Mar 24, 2020
Duo Li, Qifeng Chen

* Accepted by CVPR 2020. Code and pretrained models are available at https://github.com/d-li14/DHM 

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Active Perception with A Monocular Camera for Multiscopic Vision


Jan 22, 2020
Weihao Yuan, Rui Fan, Michael Yu Wang, Qifeng Chen

* 8 pages 

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Video Depth Estimation by Fusing Flow-to-Depth Proposals


Dec 30, 2019
Jiaxin Xie, Chenyang Lei, Zhuwen Li, Li Erran Li, Qifeng Chen


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Attack-Resistant Federated Learning with Residual-based Reweighting


Dec 24, 2019
Shuhao Fu, Chulin Xie, Bo Li, Qifeng Chen

* 17 pages, 8 figures and 8 tables 

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Music-oriented Dance Video Synthesis with Pose Perceptual Loss


Dec 13, 2019
Xuanchi Ren, Haoran Li, Zijian Huang, Qifeng Chen


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Fully Automatic Video Colorization with Self-Regularization and Diversity


Aug 04, 2019
Chenyang Lei, Qifeng Chen

* Published at the Computer Vision and Pattern Recognition (CVPR), 2019 

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