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WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification


Jul 28, 2021
Qiufu Li, Linlin Shen, Sheng Guo, Zhihui Lai

* IEEE TIP accepted paper. arXiv admin note: substantial text overlap with arXiv:2005.03337 

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Mutually-aware Sub-Graphs Differentiable Architecture Search


Jul 12, 2021
Haoxian Tan, Sheng Guo, Yujie Zhong, Weilin Huang


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Unchain the Search Space with Hierarchical Differentiable Architecture Search


Jan 12, 2021
Guanting Liu, Yujie Zhong, Sheng Guo, Matthew R. Scott, Weilin Huang

* To appear in AAAI2021. Code is available 

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Representation Sharing for Fast Object Detector Search and Beyond


Jul 23, 2020
Yujie Zhong, Zelu Deng, Sheng Guo, Matthew R. Scott, Weilin Huang

* ECCV 2020 accepted 

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Wavelet Integrated CNNs for Noise-Robust Image Classification


May 07, 2020
Qiufu Li, Linlin Shen, Sheng Guo, Zhihui Lai

* CVPR accepted paper 

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Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer


May 05, 2020
Chulun Zhou, Liangyu Chen, Jiachen Liu, Xinyan Xiao, Jinsong Su, Sheng Guo, Hua Wu

* Accepted by ACL2020 

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Knowledge Integration Networks for Action Recognition


Feb 18, 2020
Shiwen Zhang, Sheng Guo, Limin Wang, Weilin Huang, Matthew R. Scott

* To appear in AAAI 2020 

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V4D:4D Convolutional Neural Networks for Video-level Representation Learning


Feb 18, 2020
Shiwen Zhang, Sheng Guo, Weilin Huang, Matthew R. Scott, Limin Wang

* To appear in ICLR2020 

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Label-PEnet: Sequential Label Propagation and Enhancement Networks forWeakly Supervised Instance Segmentation


Oct 21, 2019
Weifeng Ge, Sheng Guo, Weilin Huang, Matthew R. Scott

* To appear in ICCV 2019, some modifications after camera ready 

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The iMaterialist Fashion Attribute Dataset


Jun 14, 2019
Sheng Guo, Weilin Huang, Xiao Zhang, Prasanna Srikhanta, Yin Cui, Yuan Li, Matthew R. Scott, Hartwig Adam, Serge Belongie


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CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images


Oct 18, 2018
Sheng Guo, Weilin Huang, Haozhi Zhang, Chenfan Zhuang, Dengke Dong, Matthew R. Scott, Dinglong Huang

* Accepted to ECCV 2018. 16 pages, 5 figures, 5 tables 

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Knowledge Guided Disambiguation for Large-Scale Scene Classification with Multi-Resolution CNNs


Feb 21, 2017
Limin Wang, Sheng Guo, Weilin Huang, Yuanjun Xiong, Yu Qiao

* To appear in IEEE Transactions on Image Processing. Code and models are available at https://github.com/wanglimin/MRCNN-Scene-Recognition 

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Locally-Supervised Deep Hybrid Model for Scene Recognition


Dec 15, 2016
Sheng Guo, Weilin Huang, Limin Wang, Yu Qiao

* To appear in IEEE Trans. on Image Processing, 2017 

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Better Exploiting OS-CNNs for Better Event Recognition in Images


Oct 14, 2015
Limin Wang, Zhe Wang, Sheng Guo, Yu Qiao

* 8 pages. This work is following our previous work: http://arxiv.org/abs/1505.00296 

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Places205-VGGNet Models for Scene Recognition


Aug 07, 2015
Limin Wang, Sheng Guo, Weilin Huang, Yu Qiao

* 2 pages 

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Local Color Contrastive Descriptor for Image Classification


Aug 03, 2015
Sheng Guo, Weilin Huang, Yu Qiao


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