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AS-MLP: An Axial Shifted MLP Architecture for Vision


Jul 18, 2021
Dongze Lian, Zehao Yu, Xing Sun, Shenghua Gao

* Technical report 

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Look Before You Leap: Learning Landmark Features for One-Stage Visual Grounding


Apr 09, 2021
Binbin Huang, Dongze Lian, Weixin Luo, Shenghua Gao

* Code is available at https://github.com/svip-lab/LBYLNet 

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Layout-Guided Novel View Synthesis from a Single Indoor Panorama


Mar 31, 2021
Jiale Xu, Jia Zheng, Yanyu Xu, Rui Tang, Shenghua Gao

* To appear in CVPR 2021 

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Learning to Recommend Frame for Interactive Video Object Segmentation in the Wild


Mar 18, 2021
Zhaoyuan Yin, Jia Zheng, Weixin Luo, Shenhan Qian, Hanling Zhang, Shenghua Gao

* Accepted to CVPR 2021 

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Amodal Segmentation Based on Visible Region Segmentation and Shape Prior


Dec 19, 2020
Yuting Xiao, Yanyu Xu, Ziming Zhong, Weixin Luo, Jiawei Li, Shenghua Gao

* Accepted by AAAI 2021 

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Liquid Warping GAN with Attention: A Unified Framework for Human Image Synthesis


Nov 23, 2020
Wen Liu, Zhixin Piao, Zhi Tu, Wenhan Luo, Lin Ma, Shenghua Gao

* Under review of IEEE Transactions on Pattern Analysis and Machine Intelligence. arXiv admin note: text overlap with arXiv:1909.12224 

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SIRI: Spatial Relation Induced Network For Spatial Description Resolution


Oct 27, 2020
Peiyao Wang, Weixin Luo, Yanyu Xu, Haojie Li, Shugong Xu, Jianyu Yang, Shenghua Gao

* Accepted at NeurIPS 2020; Peiyao Wang and Weixin Luo made equal contribution 

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Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images


Aug 09, 2020
Kang Zhou, Yuting Xiao, Jianlong Yang, Jun Cheng, Wen Liu, Weixin Luo, Zaiwang Gu, Jiang Liu, Shenghua Gao


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P$^{2}$Net: Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation


Jul 15, 2020
Zehao Yu, Lei Jin, Shenghua Gao

* Accepted by ECCV2020 

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Learning to Parse Wireframes in Images of Man-Made Environments


Jul 15, 2020
Kun Huang, Yifan Wang, Zihan Zhou, Tianjiao Ding, Shenghua Gao, Yi Ma

* IEEE Conference on Computer Vision and Pattern Recognition (2018) 626-635 
* CVPR 2018 

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Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement


Mar 29, 2020
Zehao Yu, Shenghua Gao

* Accepted by CVPR2020 

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Sparse-GAN: Sparsity-constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image


Jan 07, 2020
Kang Zhou, Shenghua Gao, Jun Cheng, Zaiwang Gu, Huazhu Fu, Zhi Tu, Jianlong Yang, Yitian Zhao, Jiang Liu

* Accepted to ISBI 2020 

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BioNet: Infusing Biomarker Prior into Global-to-Local Network for Choroid Segmentation in Optical Coherence Tomography Images


Dec 11, 2019
Huihong Zhang, Jianlong Yang, Kang Zhou, Zhenjie Chai, Jun Cheng, Shenghua Gao, Jiang Liu

* This paper has been cast for ISBI 2020 

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Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis


Oct 01, 2019
Wen Liu, Zhixin Piao, Jie Min, Wenhan Luo, Lin Ma, Shenghua Gao

* accepted by ICCV2019 

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SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis


Aug 06, 2019
Tianyang Zhang, Huazhu Fu, Yitian Zhao, Jun Cheng, Mengjie Guo, Zaiwang Gu, Bing Yang, Yuting Xiao, Shenghua Gao, Jiang Liu

* Accepted to MICCAI 2019 

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Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling


Aug 01, 2019
Jia Zheng, Junfei Zhang, Jing Li, Rui Tang, Shenghua Gao, Zihan Zhou

* Project website: https://structured3d-dataset.org 

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Locality-constrained Spatial Transformer Network for Video Crowd Counting


Jul 18, 2019
Yanyan Fang, Biyun Zhan, Wandi Cai, Shenghua Gao, Bo Hu

* Accepted by ICME2019(Oral) 

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Believe It or Not, We Know What You Are Looking at!


Jul 04, 2019
Dongze Lian, Zehao Yu, Shenghua Gao

* ACCV2018 

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Learning Semantics-aware Distance Map with Semantics Layering Network for Amodal Instance Segmentation


May 30, 2019
Ziheng Zhang, Anpei Chen, Ling Xie, Jingyi Yu, Shenghua Gao

* This paper is submitted to ACMMM19 

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PPGNet: Learning Point-Pair Graph for Line Segment Detection


May 16, 2019
Ziheng Zhang, Zhengxin Li, Ning Bi, Jia Zheng, Jinlei Wang, Kun Huang, Weixin Luo, Yanyu Xu, Shenghua Gao

* To appear in CVPR 2019 

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Domain Adversarial Reinforcement Learning for Partial Domain Adaptation


May 10, 2019
Jin Chen, Xinxiao Wu, Lixin Duan, Shenghua Gao


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Generic Multiview Visual Tracking


Apr 04, 2019
Minye Wu, Haibin Ling, Ning Bi, Shenghua Gao, Hao Sheng, Jingyi Yu


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CE-Net: Context Encoder Network for 2D Medical Image Segmentation


Mar 07, 2019
Zaiwang Gu, Jun Cheng, Huazhu Fu, Kang Zhou, Huaying Hao, Yitian Zhao, Tianyang Zhang, Shenghua Gao, Jiang Liu

* accepted by IEEE transcations on medical imaging, (TMI) 

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Single-Image Piece-wise Planar 3D Reconstruction via Associative Embedding


Mar 04, 2019
Zehao Yu, Jia Zheng, Dongze Lian, Zihan Zhou, Shenghua Gao

* Minor Revision 

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Deep Surface Light Fields


Oct 15, 2018
Anpei Chen, Minye Wu, Yingliang Zhang, Nianyi Li, Jie Lu, Shenghua Gao, Jingyi Yu


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Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading


Oct 11, 2018
Kang Zhou, Zaiwang Gu, Wen Liu, Weixin Luo, Jun Cheng, Shenghua Gao, Jiang Liu

* Accepted by EMBC 2018 

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