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ConvBERT: Improving BERT with Span-based Dynamic Convolution

Aug 06, 2020
Zihang Jiang, Weihao Yu, Daquan Zhou, Yunpeng Chen, Jiashi Feng, Shuicheng Yan

* 16 pages 

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A Survey on Concept Factorization: From Shallow to Deep Representation Learning

Jul 31, 2020
Zhao Zhang, Yan Zhang, Li Zhang, Shuicheng Yan


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Rethinking Bottleneck Structure for Efficient Mobile Network Design

Jul 07, 2020
Zhou Daquan, Qibin Hou, Yunpeng Chen, Jiashi Feng, Shuicheng Yan

* 24 pages, published as a ECCV20 conference paper 

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Recapture as You Want

Jun 02, 2020
Chen Gao, Si Liu, Ran He, Shuicheng Yan, Bo Li

* 14 pages 

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PANDA: Prototypical Unsupervised Domain Adaptation

Apr 12, 2020
Dapeng Hu, Jian Liang, Qibin Hou, Hanshu Yan, Yunpeng Chen, Shuicheng Yan, Jiashi Feng


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Highly Efficient Salient Object Detection with 100K Parameters

Mar 12, 2020
Shang-Hua Gao, Yong-Qiang Tan, Ming-Ming Cheng, Chengze Lu, Yunpeng Chen, Shuicheng Yan


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Fast Dense Residual Network: Enhancing Global Dense Feature Flow for Text Recognition

Jan 23, 2020
Zhao Zhang, Zemin Tang, Yang Wang, Jie Qin, Haijun Zhang, Shuicheng Yan

* arXiv admin note: text overlap with arXiv:1912.07016 

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DerainCycleGAN: An Attention-guided Unsupervised Benchmark for Single Image Deraining and Rainmaking

Jan 15, 2020
Yanyan Wei, Zhao Zhang, Jicong Fan, Yang Wang, Shuicheng Yan, Meng Wang


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Multilayer Collaborative Low-Rank Coding Network for Robust Deep Subspace Discovery

Jan 15, 2020
Xianzhen Li, Zhao Zhang, Yang Wang, Guangcan Liu, Shuicheng Yan, Meng Wang

* Accepted by the 24th European Conference on Artificial Intelligence (ECAI 2020) 

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Convolutional Dictionary Pair Learning Network for Image Representation Learning

Jan 15, 2020
Zhao Zhang, Yulin Sun, Yang Wang, Zhengjun Zha, Shuicheng Yan, Meng Wang

* Accepted by the 24th European Conference on Artificial Intelligence (ECAI 2020) 

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RC-DARTS: Resource Constrained Differentiable Architecture Search

Dec 30, 2019
Xiaojie Jin, Jiang Wang, Joshua Slocum, Ming-Hsuan Yang, Shengyang Dai, Shuicheng Yan, Jiashi Feng

* Tech report 

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Very Long Natural Scenery Image Prediction by Outpainting

Dec 29, 2019
Zongxin Yang, Jian Dong, Ping Liu, Yi Yang, Shuicheng Yan

* ICCV-19 

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Learning Hybrid Representation by Robust Dictionary Learning in Factorized Compressed Space

Dec 26, 2019
Jiahuan Ren, Zhao Zhang, Sheng Li, Yang Wang, Guangcan Liu, Shuicheng Yan, Meng Wang

* Accepted by IEEE TIP 

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Asymmetric GAN for Unpaired Image-to-image Translation

Dec 25, 2019
Yu Li, Sheng Tang, Rui Zhang, Yongdong Zhang, Jintao Li, Shuicheng Yan

* IEEE Transactions on Image Processing 2019 
* Accepted by IEEE Transactions on Image Processing (TIP) 2019 

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Fast DenseNet: Towards Efficient and Accurate Text Recognition with Fast Dense Networks

Dec 15, 2019
Zhao Zhang, Zemin Tang, Yang Wang, Zheng Zhang, Shuicheng Yan, Meng Wang


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Efficient Differentiable Neural Architecture Search with Meta Kernels

Dec 10, 2019
Shoufa Chen, Yunpeng Chen, Shuicheng Yan, Jiashi Feng


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AdversarialNAS: Adversarial Neural Architecture Search for GANs

Dec 04, 2019
Chen Gao, Yunpeng Chen, Si Liu, Zhenxiong Tan, Shuicheng Yan


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Discriminative Local Sparse Representation by Robust Adaptive Dictionary Pair Learning

Nov 20, 2019
Yulin Sun, Zhao Zhang, Weiming Jiang, Zheng Zhang, Li Zhang, Shuicheng Yan, Meng Wang

* Accepted by IEEE TNNLS 

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PSGAN: Pose-Robust Spatial-Aware GAN for Customizable Makeup Transfer

Sep 16, 2019
Wentao Jiang, Si Liu, Chen Gao, Jie Cao, Ran He, Jiashi Feng, Shuicheng Yan


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Flexible Auto-weighted Local-coordinate Concept Factorization: A Robust Framework for Unsupervised Clustering

Sep 02, 2019
Zhao Zhang, Yan Zhang, Sheng Li, Guangcan Liu, Dan Zeng, Shuicheng Yan, Meng Wang

* Accepted by IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) 

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Single-Stage Multi-Person Pose Machines

Aug 24, 2019
Xuecheng Nie, Jianfeng Zhang, Shuicheng Yan, Jiashi Feng

* To appear in ICCV 2019 

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Joint Subspace Recovery and Enhanced Locality Driven Robust Flexible Discriminative Dictionary Learning

Jun 11, 2019
Zhao Zhang, Jiahuan Ren, Weiming Jiang, Zheng Zhang, Richang Hong, Shuicheng Yan, Meng Wang

* Accepted by IEEE TCSVT 2019 

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Kernel-Induced Label Propagation by Mapping for Semi-Supervised Classification

May 31, 2019
Zhao Zhang, Lei Jia, Mingbo Zhao, Guangcan Liu, Meng Wang, Shuicheng Yan

* Accepted by IEEE TBD 

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