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Efficient Regional Memory Network for Video Object Segmentation


Mar 24, 2021
Haozhe Xie, Hongxun Yao, Shangchen Zhou, Shengping Zhang, Wenxiu Sun

* CVPR 2021 

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Learning N:M Fine-grained Structured Sparse Neural Networks From Scratch


Feb 08, 2021
Aojun Zhou, Yukun Ma, Junnan Zhu, Jianbo Liu, Zhijie Zhang, Kun Yuan, Wenxiu Sun, Hongsheng Li

* ICLR2021 

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Exploiting Raw Images for Real-Scene Super-Resolution


Feb 02, 2021
Xiangyu Xu, Yongrui Ma, Wenxiu Sun, Ming-Hsuan Yang

* IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020 
* A larger version with higher-resolution figures is available at: https://sites.google.com/view/xiangyuxu. arXiv admin note: text overlap with arXiv:1905.12156 

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Semi-synthesis: A fast way to produce effective datasets for stereo matching


Jan 26, 2021
Ju He, Enyu Zhou, Liusheng Sun, Fei Lei, Chenyang Liu, Wenxiu Sun


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Learning Spatial and Spatio-Temporal Pixel Aggregations for Image and Video Denoising


Jan 26, 2021
Xiangyu Xu, Muchen Li, Wenxiu Sun, Ming-Hsuan Yang

* IEEE Transactions on Image Processing 29 (2020): 7153-7165 
* Project page: https://sites.google.com/view/xiangyuxu/denoise_stpan. arXiv admin note: substantial text overlap with arXiv:1904.06903 

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Enhanced Quadratic Video Interpolation


Sep 10, 2020
Yihao Liu, Liangbin Xie, Li Siyao, Wenxiu Sun, Yu Qiao, Chao Dong

* Winning solution of AIM2020 VTSR Challenge (in conjunction with ECCV 2020) 

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Towards Geometry Guided Neural Relighting with Flash Photography


Aug 12, 2020
Di Qiu, Jin Zeng, Zhanghan Ke, Wenxiu Sun, Chengxi Yang


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Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple Images


Jul 07, 2020
Haozhe Xie, Hongxun Yao, Shengping Zhang, Shangchen Zhou, Wenxiu Sun

* International Journal of Computer Vision (IJCV). arXiv admin note: text overlap with arXiv:1901.11153 

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GRNet: Gridding Residual Network for Dense Point Cloud Completion


Jul 03, 2020
Haozhe Xie, Hongxun Yao, Shangchen Zhou, Jiageng Mao, Shengping Zhang, Wenxiu Sun

* ECCV 2020 

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StereoGAN: Bridging Synthetic-to-Real Domain Gap by Joint Optimization of Domain Translation and Stereo Matching


May 05, 2020
Rui Liu, Chengxi Yang, Wenxiu Sun, Xiaogang Wang, Hongsheng Li

* Accepted to CVPR2020 

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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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Quadratic video interpolation


Nov 02, 2019
Xiangyu Xu, Li Siyao, Wenxiu Sun, Qian Yin, Ming-Hsuan Yang

* NeurIPS 2019, project website: https://sites.google.com/view/xiangyuxu/qvi_nips19 

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Toward 3D Object Reconstruction from Stereo Images


Oct 21, 2019
Haozhe Xie, Hongxun Yao, Shangchen Zhou, Shengping Zhang, Xiaoshuai Sun, Wenxiu Sun


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Deep End-to-End Alignment and Refinement for Time-of-Flight RGB-D Module


Sep 17, 2019
Di Qiu, Jiahao Pang, Wenxiu Sun, Chengxi Yang

* ICCV2019 

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Towards Real Scene Super-Resolution with Raw Images


May 29, 2019
Xiangyu Xu, Yongrui Ma, Wenxiu Sun

* Accepted in CVPR 2019, project page: https://sites.google.com/view/xiangyuxu/rawsr_cvpr19 

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Learning Deformable Kernels for Image and Video Denoising


Apr 15, 2019
Xiangyu Xu, Muchen Li, Wenxiu Sun

* 10 pages 

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Deep Surface Normal Estimation with Hierarchical RGB-D Fusion


Apr 06, 2019
Jin Zeng, Yanfeng Tong, Yunmu Huang, Qiong Yan, Wenxiu Sun, Jing Chen, Yongtian Wang


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DSR: Direct Self-rectification for Uncalibrated Dual-lens Cameras


Sep 26, 2018
Ruichao Xiao, Wenxiu Sun, Jiahao Pang, Qiong Yan, Jimmy Ren

* Accepted at 3DV2018 

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Confidence Inference for Focused Learning in Stereo Matching


Sep 25, 2018
Ruichao Xiao, Wenxiu Sun, Chengxi Yang


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Deep Graph Laplacian Regularization


Jul 31, 2018
Jin Zeng, Jiahao Pang, Wenxiu Sun, Gene Cheung, Ruichao Xiao


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Cascade Residual Learning: A Two-stage Convolutional Neural Network for Stereo Matching


Jul 30, 2018
Jiahao Pang, Wenxiu Sun, Jimmy SJ. Ren, Chengxi Yang, Qiong Yan

* Accepted at ICCVW 2017. The first two authors contributed equally to this paper 

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Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains


Mar 18, 2018
Jiahao Pang, Wenxiu Sun, Chengxi Yang, Jimmy Ren, Ruichao Xiao, Jin Zeng, Liang Lin

* Accepted at CVPR 2018 

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Single View Stereo Matching


Mar 09, 2018
Yue Luo, Jimmy Ren, Mude Lin, Jiahao Pang, Wenxiu Sun, Hongsheng Li, Liang Lin

* Spotlight in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 

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LSTM Pose Machines


Mar 09, 2018
Yue Luo, Jimmy Ren, Zhouxia Wang, Wenxiu Sun, Jinshan Pan, Jianbo Liu, Jiahao Pang, Liang Lin

* Poster in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 

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Image Dehazing using Bilinear Composition Loss Function


Oct 01, 2017
Hui Yang, Jinshan Pan, Qiong Yan, Wenxiu Sun, Jimmy Ren, Yu-Wing Tai


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Robust Tracking Using Region Proposal Networks


May 30, 2017
Jimmy Ren, Zhiyang Yu, Jianbo Liu, Rui Zhang, Wenxiu Sun, Jiahao Pang, Xiaohao Chen, Qiong Yan


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Accurate Single Stage Detector Using Recurrent Rolling Convolution


Apr 19, 2017
Jimmy Ren, Xiaohao Chen, Jianbo Liu, Wenxiu Sun, Jiahao Pang, Qiong Yan, Yu-Wing Tai, Li Xu

* CVPR 2017 

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Look, Listen and Learn - A Multimodal LSTM for Speaker Identification


Feb 13, 2016
Jimmy Ren, Yongtao Hu, Yu-Wing Tai, Chuan Wang, Li Xu, Wenxiu Sun, Qiong Yan

* The 30th AAAI Conference on Artificial Intelligence (AAAI-16) 

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