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Xiaogang Wang

Beihang University, Simon Fraser University

FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting


Sep 07, 2021
Rui Liu, Hanming Deng, Yangyi Huang, Xiaoyu Shi, Lewei Lu, Wenxiu Sun, Xiaogang Wang, Jifeng Dai, Hongsheng Li

* To appear at ICCV 2021 

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Voxel-based Network for Shape Completion by Leveraging Edge Generation


Aug 23, 2021
Xiaogang Wang, Marcelo H Ang Jr, Gim Hee Lee

* ICCV 2021 

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LIGA-Stereo: Learning LiDAR Geometry Aware Representations for Stereo-based 3D Detector


Aug 18, 2021
Xiaoyang Guo, Shaoshuai Shi, Xiaogang Wang, Hongsheng Li

* ICCV'21 

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Fast Convergence of DETR with Spatially Modulated Co-Attention


Aug 05, 2021
Peng Gao, Minghang Zheng, Xiaogang Wang, Jifeng Dai, Hongsheng Li

* Accepted by ICCV2021 

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ReSSL: Relational Self-Supervised Learning with Weak Augmentation


Jul 23, 2021
Mingkai Zheng, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu

* fixed several typos 

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Vision Transformer Architecture Search


Jun 25, 2021
Xiu Su, Shan You, Jiyang Xie, Mingkai Zheng, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu


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Scalable Transformers for Neural Machine Translation


Jun 18, 2021
Peng Gao, Shijie Geng, Yu Qiao, Xiaogang Wang, Jifeng Dai, Hongsheng Li

* Mostly overlapping with version 1, with minor updates/revisions 

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ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search


May 21, 2021
Lumin Xu, Yingda Guan, Sheng Jin, Wentao Liu, Chen Qian, Ping Luo, Wanli Ouyang, Xiaogang Wang

* Accepted to CVPR 2021 

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Pose-Controllable Talking Face Generation by Implicitly Modularized Audio-Visual Representation


Apr 22, 2021
Hang Zhou, Yasheng Sun, Wayne Wu, Chen Change Loy, Xiaogang Wang, Ziwei Liu

* Accepted to IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021. Code and models are available at https://github.com/Hangz-nju-cuhk/Talking-Face_PC-AVS 

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Decoupled Spatial-Temporal Transformer for Video Inpainting


Apr 14, 2021
Rui Liu, Hanming Deng, Yangyi Huang, Xiaoyu Shi, Lewei Lu, Wenxiu Sun, Xiaogang Wang, Jifeng Dai, Hongsheng Li


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Visually Informed Binaural Audio Generation without Binaural Audios


Apr 13, 2021
Xudong Xu, Hang Zhou, Ziwei Liu, Bo Dai, Xiaogang Wang, Dahua Lin

* Accepted by CVPR 2021. Code, models, and demo video are available on our webpage: \ 

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Semantic Scene Completion via Integrating Instances and Scene in-the-Loop


Apr 08, 2021
Yingjie Cai, Xuesong Chen, Chao Zhang, Kwan-Yee Lin, Xiaogang Wang, Hongsheng Li

* CVPR 2021 

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Fixing the Teacher-Student Knowledge Discrepancy in Distillation


Mar 31, 2021
Jiangfan Han, Mengya Gao, Yujie Wang, Quanquan Li, Hongsheng Li, Xiaogang Wang


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Learning Fine-Grained Segmentation of 3D Shapes without Part Labels


Mar 24, 2021
Xiaogang Wang, Xun Sun, Xinyu Cao, Kai Xu, Bin Zhou


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DivCo: Diverse Conditional Image Synthesis via Contrastive Generative Adversarial Network


Mar 14, 2021
Rui Liu, Yixiao Ge, Ching Lam Choi, Xiaogang Wang, Hongsheng Li

* To appear at CVPR2021 

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PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection


Jan 31, 2021
Shaoshuai Shi, Li Jiang, Jiajun Deng, Zhe Wang, Chaoxu Guo, Jianping Shi, Xiaogang Wang, Hongsheng Li

* Code will be available at https://github.com/open-mmlab/OpenPCDet. arXiv admin note: text overlap with arXiv:1912.13192 

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Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction


Jan 08, 2021
Dan Xu, Xavier Alameda-Pineda, Wanli Ouyang, Elisa Ricci, Xiaogang Wang, Nicu Sebe

* Regular paper accepted at TPAMI 2020. arXiv admin note: text overlap with arXiv:1801.00524 

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A Holistically-Guided Decoder for Deep Representation Learning with Applications to Semantic Segmentation and Object Detection


Dec 18, 2020
Jianbo Liu, Sijie Ren, Yuanjie Zheng, Xiaogang Wang, Hongsheng Li

* arXiv admin note: substantial text overlap with arXiv:2008.10487 

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End-to-End Object Detection with Adaptive Clustering Transformer


Nov 18, 2020
Minghang Zheng, Peng Gao, Xiaogang Wang, Hongsheng Li, Hao Dong

* technique report 

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A Self-supervised Cascaded Refinement Network for Point Cloud Completion


Oct 17, 2020
Xiaogang Wang, Marcelo H Ang Jr, Gim Hee Lee


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Auto Seg-Loss: Searching Metric Surrogates for Semantic Segmentation


Oct 15, 2020
Hao Li, Chenxin Tao, Xizhou Zhu, Xiaogang Wang, Gao Huang, Jifeng Dai


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Deformable DETR: Deformable Transformers for End-to-End Object Detection


Oct 08, 2020
Xizhou Zhu, Weijie Su, Lewei Lu, Bin Li, Xiaogang Wang, Jifeng Dai


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Open-Edit: Open-Domain Image Manipulation with Open-Vocabulary Instructions


Aug 04, 2020
Xihui Liu, Zhe Lin, Jianming Zhang, Handong Zhao, Quan Tran, Xiaogang Wang, Hongsheng Li

* To appear on ECCV 2020. Introduction video at https://youtu.be/8E3bwvjCHYE and code at https://github.com/xh-liu/Open-Edit 

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Point Cloud Completion by Learning Shape Priors


Aug 02, 2020
Xiaogang Wang, Marcelo H Ang Jr, Gim Hee Lee


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Gradient Regularized Contrastive Learning for Continual Domain Adaptation


Jul 25, 2020
Peng Su, Shixiang Tang, Peng Gao, Di Qiu, Ni Zhao, Xiaogang Wang


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Sep-Stereo: Visually Guided Stereophonic Audio Generation by Associating Source Separation


Jul 20, 2020
Hang Zhou, Xudong Xu, Dahua Lin, Xiaogang Wang, Ziwei Liu

* To appear in Proceedings of the European Conference on Computer Vision (ECCV), 2020. Code, models, and video results are available on our webpage: https://hangz-nju-cuhk.github.io/projects/Sep-Stereo 

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PIE-NET: Parametric Inference of Point Cloud Edges


Jul 09, 2020
Xiaogang Wang, Yuelang Xu, Kai Xu, Andrea Tagliasacchi, Bin Zhou, Ali Mahdavi-Amiri, Hao Zhang


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