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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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Memory-Efficient Hierarchical Neural Architecture Search for Image Restoration

Dec 28, 2020
Haokui Zhang, Ying Li, Chengrong Gong, Hao Chen, Zongwen Bai, Chunhua Shen

* 20 pages 

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Diverse Knowledge Distillation for End-to-End Person Search

Dec 21, 2020
Xinyu Zhang, Xinlong Wang, Jia-Wang Bian, Chunhua Shen, Mingyu You

* Accepted to AAAI, 2021. Code is available at: https://git.io/DKD-PersonSearch 

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Learning to Recover 3D Scene Shape from a Single Image

Dec 17, 2020
Wei Yin, Jianming Zhang, Oliver Wang, Simon Niklaus, Long Mai, Simon Chen, Chunhua Shen


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Hyperspectral Classification Based on Lightweight 3-D-CNN With Transfer Learning

Dec 07, 2020
Haokui Zhang, Ying Li, Yenan Jiang, Peng Wang, Qiang Shen, Chunhua Shen

* IEEE Transactions on Geoscience and Remote Sensing, 2019, 57(8): 5813-5828 
* 16 pages. Accepted to IEEE Trans. Geosci. Remote Sens. Code is available at: https://github.com/hkzhang91/LWNet 

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End-to-End Video Instance Segmentation with Transformers

Dec 04, 2020
Yuqing Wang, Zhaoliang Xu, Xinlong Wang, Chunhua Shen, Baoshan Cheng, Hao Shen, Huaxia Xia


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BoxInst: High-Performance Instance Segmentation with Box Annotations

Dec 03, 2020
Zhi Tian, Chunhua Shen, Xinlong Wang, Hao Chen

* Code is available at: https://git.io/AdelaiDet 

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Learning Affinity-Aware Upsampling for Deep Image Matting

Nov 29, 2020
Yutong Dai, Hao Lu, Chunhua Shen


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Fully Quantized Image Super-Resolution Networks

Nov 29, 2020
Hu Wang, Peng Chen, Bohan Zhuang, Chunhua Shen


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DyCo3D: Robust Instance Segmentation of 3D Point Clouds through Dynamic Convolution

Nov 26, 2020
Tong He, Chunhua Shen, Anton van den Hengel


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Channel-wise Distillation for Semantic Segmentation

Nov 26, 2020
Changyong Shu, Yifan Liu, Jianfei Gao, Lin Xu, Chunhua Shen

* Code is available at: https://git.io/ChannelDis 

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PGL: Prior-Guided Local Self-supervised Learning for 3D Medical Image Segmentation

Nov 25, 2020
Yutong Xie, Jianpeng Zhang, Zehui Liao, Yong Xia, Chunhua Shen

* 13 pages 

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Graph Attention Tracking

Nov 23, 2020
Dongyan Guo, Yanyan Shao, Ying Cui, Zhenhua Wang, Liyan Zhang, Chunhua Shen


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Robust Watermarking Using Inverse Gradient Attention

Nov 21, 2020
Honglei Zhang, Hu Wang, Yidong Li, Yuanzhouhan Cao, Chunhua Shen

* 9 pages, 6 figures 

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DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets

Nov 20, 2020
Jianpeng Zhang, Yutong Xie, Yong Xia, Chunhua Shen


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Unifying Instance and Panoptic Segmentation with Dynamic Rank-1 Convolutions

Nov 19, 2020
Hao Chen, Chunhua Shen, Zhi Tian


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Dense Contrastive Learning for Self-Supervised Visual Pre-Training

Nov 18, 2020
Xinlong Wang, Rufeng Zhang, Chunhua Shen, Tao Kong, Lei Li

* 10 pages 

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Deep Reinforcement Learning for Unknown Anomaly Detection

Sep 15, 2020
Guansong Pang, Anton van den Hengel, Chunhua Shen, Longbing Cao

* 18 pages, 5 figures, 5 tables 

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Representative Graph Neural Network

Aug 12, 2020
Changqian Yu, Yifan Liu, Changxin Gao, Chunhua Shen, Nong Sang

* European Conference on Computer Vision 2020 
* Accepted to ECCV 2020. Code is available at https://git.io/RepGraph 

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FATNN: Fast and Accurate Ternary Neural Networks

Aug 12, 2020
Peng Chen, Bohan Zhuang, Chunhua Shen

* 15 pages 

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Pairwise Relation Learning for Semi-supervised Gland Segmentation

Aug 06, 2020
Yutong Xie, Jianpeng Zhang, Zhibin Liao, Chunhua Shen, Johan Verjans, Yong Xia

* Accepted by MICCAI2020 

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AE TextSpotter: Learning Visual and Linguistic Representation for Ambiguous Text Spotting

Aug 05, 2020
Wenhai Wang, Xuebo Liu, Xiaozhong Ji, Enze Xie, Ding Liang, Zhibo Yang, Tong Lu, Chunhua Shen, Ping Luo

* Accepted by ECCV 2020 

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AQD: Towards Accurate Quantized Object Detection

Aug 03, 2020
Jing Liu, Bohan Zhuang, Peng Chen, Mingkui Tan, Chunhua Shen

* Code is available at https://github.com/blueardour/model-quantization 

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Improving Generative Adversarial Networks with Local Coordinate Coding

Jul 28, 2020
Jiezhang Cao, Yong Guo, Qingyao Wu, Chunhua Shen, Junzhou Huang, Mingkui Tan

* 20 pages, 5 figures 

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Soft Expert Reward Learning for Vision-and-Language Navigation

Jul 21, 2020
Hu Wang, Qi Wu, Chunhua Shen


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Weighing Counts: Sequential Crowd Counting by Reinforcement Learning

Jul 16, 2020
Liang Liu, Hao Lu, Hongwei Zou, Haipeng Xiong, Zhiguo Cao, Chunhua Shen

* Accepted to Proc. Eur. Conf. Computer Vision (ECCV) 2020 

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