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Self-Guided Curriculum Learning for Neural Machine Translation


May 15, 2021
Lei Zhou, Liang Ding, Kevin Duh, Shinji Watanabe, Ryohei Sasano, Koichi Takeda

* Work in progress 

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Cascaded Feature Warping Network for Unsupervised Medical Image Registration


Mar 15, 2021
Liutong Zhang, Lei Zhou, Ruiyang Li, Xianyu Wang, Boxuan Han, Hongen Liao

* Accepted by ISBI2021 

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PointDSC: Robust Point Cloud Registration using Deep Spatial Consistency


Mar 09, 2021
Xuyang Bai, Zixin Luo, Lei Zhou, Hongkai Chen, Lei Li, Zeyu Hu, Hongbo Fu, Chiew-Lan Tai

* Accepted to CVPR 2021, supplementary materials included 

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Goal-Oriented Gaze Estimation for Zero-Shot Learning


Mar 05, 2021
Yang Liu, Lei Zhou, Xiao Bai, Yifei Huang, Lin Gu, Jun Zhou, Tatsuya Harada

* Accepted by CVPR2021 

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Zero-Shot Translation Quality Estimation with Explicit Cross-Lingual Patterns


Oct 10, 2020
Lei Zhou, Liang Ding, Koichi Takeda

* To appear in WMT2020 

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Information Bottleneck Constrained Latent Bidirectional Embedding for Zero-Shot Learning


Sep 16, 2020
Yang Liu, Lei Zhou, Xiao Bai, Lin Gu, Tatsuya Harada, Jun Zhou

* 10 pages, 7 figures, 4 tables 

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Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation


Aug 04, 2020
Mingmin Zhen, Shiwei Li, Lei Zhou, Jiaxiang Shang, Haoan Feng, Tian Fang, Long Quan

* European Conference on Computer Vision 2020 

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Stochastic Bundle Adjustment for Efficient and Scalable 3D Reconstruction


Aug 02, 2020
Lei Zhou, Zixin Luo, Mingmin Zhen, Tianwei Shen, Shiwei Li, Zhuofei Huang, Tian Fang, Long Quan

* Accepted by ECCV 2020 

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Self-Supervised Monocular 3D Face Reconstruction by Occlusion-Aware Multi-view Geometry Consistency


Jul 24, 2020
Jiaxiang Shang, Tianwei Shen, Shiwei Li, Lei Zhou, Mingmin Zhen, Tian Fang, Long Quan

* Accepted to ECCV 2020, supplementary materials included 

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End-to-end Optimized Video Compression with MV-Residual Prediction


May 26, 2020
XiangJi Wu, Ziwen Zhang, Jie Feng, Lei Zhou, Junmin Wu


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ASLFeat: Learning Local Features of Accurate Shape and Localization


Apr 19, 2020
Zixin Luo, Lei Zhou, Xuyang Bai, Hongkai Chen, Jiahui Zhang, Yao Yao, Shiwei Li, Tian Fang, Long Quan

* Accepted to CVPR 2020, supplementary materials included, code available 

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Joint Semantic Segmentation and Boundary Detection using Iterative Pyramid Contexts


Apr 16, 2020
Mingmin Zhen, Jinglu Wang, Lei Zhou, Shiwei Li, Tianwei Shen, Jiaxiang Shang, Tian Fang, Quan Long


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KFNet: Learning Temporal Camera Relocalization using Kalman Filtering


Mar 24, 2020
Lei Zhou, Zixin Luo, Tianwei Shen, Jiahui Zhang, Mingmin Zhen, Yao Yao, Tian Fang, Long Quan

* An oral paper of CVPR 2020 

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D3Feat: Joint Learning of Dense Detection and Description of 3D Local Features


Mar 06, 2020
Xuyang Bai, Zixin Luo, Lei Zhou, Hongbo Fu, Long Quan, Chiew-Lan Tai

* Accepted to CVPR 2020, supplementary materials included 

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BlendedMVS: A Large-scale Dataset for Generalized Multi-view Stereo Networks


Nov 22, 2019
Yao Yao, Zixin Luo, Shiwei Li, Jingyang Zhang, Yufan Ren, Lei Zhou, Tian Fang, Long Quan


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Self-Supervised Learning of Depth and Motion Under Photometric Inconsistency


Sep 19, 2019
Tianwei Shen, Lei Zhou, Zixin Luo, Yao Yao, Shiwei Li, Jiahui Zhang, Tian Fang, Long Quan

* International Conference on Computer Vision (ICCV) Workshop 2019 

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Learning Two-View Correspondences and Geometry Using Order-Aware Network


Aug 14, 2019
Jiahui Zhang, Dawei Sun, Zixin Luo, Anbang Yao, Lei Zhou, Tianwei Shen, Yurong Chen, Long Quan, Hongen Liao

* Accepted to ICCV 2019, and Winner solution to both tracks of CVPR IMW 2019 Challenge. Code will be available soon at https://github.com/zjhthu/OANet.git 

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A One-step Pruning-recovery Framework for Acceleration of Convolutional Neural Networks


Jun 18, 2019
Dong Wang, Lei Zhou, Xiao Bai, Jun Zhou


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Learning Fully Dense Neural Networks for Image Semantic Segmentation


May 22, 2019
Mingmin Zhen, Jinglu Wang, Lei Zhou, Tian Fang, Long Quan

* AAAI 2019 

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ContextDesc: Local Descriptor Augmentation with Cross-Modality Context


Apr 08, 2019
Zixin Luo, Tianwei Shen, Lei Zhou, Jiahui Zhang, Yao Yao, Shiwei Li, Tian Fang, Long Quan

* Accepted to CVPR 2019 (oral), supplementary materials included. (https://github.com/lzx551402/contextdesc

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Beyond Photometric Loss for Self-Supervised Ego-Motion Estimation


Feb 25, 2019
Tianwei Shen, Zixin Luo, Lei Zhou, Hanyu Deng, Runze Zhang, Tian Fang, Long Quan

* Accepted by ICRA 2019 

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Matchable Image Retrieval by Learning from Surface Reconstruction


Dec 10, 2018
Tianwei Shen, Zixin Luo, Lei Zhou, Runze Zhang, Siyu Zhu, Tian Fang, Long Quan

* accepted by ACCV 2018 

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GeoDesc: Learning Local Descriptors by Integrating Geometry Constraints


Aug 16, 2018
Zixin Luo, Tianwei Shen, Lei Zhou, Siyu Zhu, Runze Zhang, Yao Yao, Tian Fang, Long Quan

* Accepted to ECCV'18 

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Learning and Matching Multi-View Descriptors for Registration of Point Clouds


Jul 16, 2018
Lei Zhou, Siyu Zhu, Zixin Luo, Tianwei Shen, Runze Zhang, Mingmin Zhen, Tian Fang, Long Quan


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Exploring Linear Relationship in Feature Map Subspace for ConvNets Compression


Mar 15, 2018
Dong Wang, Lei Zhou, Xueni Zhang, Xiao Bai, Jun Zhou

* 17 pages, 4 figures 

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Fast Subspace Clustering Based on the Kronecker Product


Mar 15, 2018
Lei Zhou, Xiao Bai, Xianglong Liu, Jun Zhou, Hancock Edwin

* 16 pages, 2 figures 

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Face Parsing via a Fully-Convolutional Continuous CRF Neural Network


Aug 12, 2017
Lei Zhou, Zhi Liu, Xiangjian He


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Parallel Structure from Motion from Local Increment to Global Averaging


Jun 05, 2017
Siyu Zhu, Tianwei Shen, Lei Zhou, Runze Zhang, Jinglu Wang, Tian Fang, Long Quan

* Under review at the International Conference on Computer Vision (ICCV) 2017 

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