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ABCNet v2: Adaptive Bezier-Curve Network for Real-time End-to-end Text Spotting


May 29, 2021
Yuliang Liu, Chunhua Shen, Lianwen Jin, Tong He, Peng Chen, Chongyu Liu, Hao Chen

* Table 7 updated. Code is at: https://git.io/AdelaiDet. Journal extension of arXiv:2002.10200 

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FCPose: Fully Convolutional Multi-Person Pose Estimation with Dynamic Instance-Aware Convolutions


May 29, 2021
Weian Mao, Zhi Tian, Xinlong Wang, Chunhua Shen

* Accepted to Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR) 2021. Code is at https://git.io/AdelaiDet 

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Unsupervised Scale-consistent Depth Learning from Video


May 25, 2021
Jia-Wang Bian, Huangying Zhan, Naiyan Wang, Zhichao Li, Le Zhang, Chunhua Shen, Ming-Ming Cheng, Ian Reid

* Accept to IJCV. The source code is available at https://github.com/JiawangBian/SC-SfMLearner-Release 

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HCRF-Flow: Scene Flow from Point Clouds with Continuous High-order CRFs and Position-aware Flow Embedding


May 17, 2021
Ruibo Li, Guosheng Lin, Tong He, Fayao Liu, Chunhua Shen

* Accepted to CVPR2021 

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Twins: Revisiting the Design of Spatial Attention in Vision Transformers


May 11, 2021
Xiangxiang Chu, Zhi Tian, Yuqing Wang, Bo Zhang, Haibing Ren, Xiaolin Wei, Huaxia Xia, Chunhua Shen

* Two simple and effective designs of vision transformer, which is on par with the Swin transformer 

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PAN++: Towards Efficient and Accurate End-to-End Spotting of Arbitrarily-Shaped Text


May 09, 2021
Wenhai Wang, Enze Xie, Xiang Li, Xuebo Liu, Ding Liang, Zhibo Yang, Tong Lu, Chunhua Shen

* Accepted to TPAMI 2021 

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Twins: Revisiting Spatial Attention Design in Vision Transformers


Apr 28, 2021
Xiangxiang Chu, Zhi Tian, Yuqing Wang, Bo Zhang, Haibing Ren, Xiaolin Wei, Huaxia Xia, Chunhua Shen

* Two simple and effective designs of vision transformer, which is on par with the Swin transformer 

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Feature Decomposition and Reconstruction Learning for Effective Facial Expression Recognition


Apr 21, 2021
Delian Ruan, Yan Yan, Shenqi Lai, Zhenhua Chai, Chunhua Shen, Hanzi Wang

* accepted to CVPR 2021 

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A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation


Apr 19, 2021
Jianlong Yuan, Yifan Liu, Chunhua Shen, Zhibin Wang, Hao Li

* 11 pages. Fixed typos 

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Kernel Agnostic Real-world Image Super-resolution


Apr 19, 2021
Hu Wang, Congbo Ma, Chunhua Shen


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An Adversarial Human Pose Estimation Network Injected with Graph Structure


Apr 05, 2021
Lei Tian, Guoqiang Liang, Peng Wang, Chunhua Shen

* The paper is accepted by Pattern Recognition 

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TFPose: Direct Human Pose Estimation with Transformers


Mar 29, 2021
Weian Mao, Yongtao Ge, Chunhua Shen, Zhi Tian, Xinlong Wang, Zhibin Wang

* 15 pages 

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FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation


Mar 21, 2021
Lingtong Kong, Chunhua Shen, Jie Yang

* Accepted by ICRA 2021 

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Generic Perceptual Loss for Modeling Structured Output Dependencies


Mar 18, 2021
Yifan Liu, Hao Chen, Yu Chen, Wei Yin, Chunhua Shen

* Accepted to Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 2021 

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Conditional Positional Encodings for Vision Transformers


Mar 18, 2021
Xiangxiang Chu, Zhi Tian, Bo Zhang, Xinlong Wang, Xiaolin Wei, Huaxia Xia, Chunhua Shen

* A general purpose conditional position encoding for vision transformers 

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Virtual Normal: Enforcing Geometric Constraints for Accurate and Robust Depth Prediction


Mar 09, 2021
Wei Yin, Yifan Liu, Chunhua Shen

* Extended version of "Enforcing geometric constraints of virtual normal for depth prediction", Int. Conf. Comp. Vis. (ICCV) 2019. Code is available at: https://git.io/Depth arXiv admin note: substantial text overlap with arXiv:1907.12209, arXiv:2002.00569 

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CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation


Mar 04, 2021
Yutong Xie, Jianpeng Zhang, Chunhua Shen, Yong Xia

* 13 pages 

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Object Detection Made Simpler by Eliminating Heuristic NMS


Feb 25, 2021
Qiang Zhou, Chaohui Yu, Chunhua Shen, Zhibin Wang, Hao Li

* 11 pages. Code is available at: https://git.io/PSS 

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LBS: Loss-aware Bit Sharing for Automatic Model Compression


Feb 15, 2021
Jing Liu, Bohan Zhuang, Peng Chen, Yong Guo, Chunhua Shen, Jianfei Cai, Mingkui Tan

* 22 pages 

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Instance and Panoptic Segmentation Using Conditional Convolutions


Feb 11, 2021
Zhi Tian, Bowen Zhang, Hao Chen, Chunhua Shen

* Fixing typos. Extended version of arXiv:2003.05664 

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Multi-intersection Traffic Optimisation: A Benchmark Dataset and a Strong Baseline


Jan 24, 2021
Hu Wang, Hao Chen, Qi Wu, Congbo Ma, Yidong Li, Chunhua Shen


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ABS: Automatic Bit Sharing for Model Compression


Jan 13, 2021
Jing Liu, Bohan Zhuang, Peng Chen, Yong Guo, Chunhua Shen, Jianfei Cai, Mingkui Tan

* 17 pages 

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