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VOLO: Vision Outlooker for Visual Recognition


Jun 28, 2021
Li Yuan, Qibin Hou, Zihang Jiang, Jiashi Feng, Shuicheng Yan

* code: https://github.com/sail-sg/volo 

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LV-BERT: Exploiting Layer Variety for BERT


Jun 25, 2021
Weihao Yu, Zihang Jiang, Fei Chen, Qibin Hou, Jiashi Feng

* Accepted to Findings of ACL 2021. The code and pre-trained models are available at https://github.com/yuweihao/LV-BERT 

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Vision Permutator: A Permutable MLP-Like Architecture for Visual Recognition


Jun 23, 2021
Qibin Hou, Zihang Jiang, Li Yuan, Ming-Ming Cheng, Shuicheng Yan, Jiashi Feng

* 9 pages 

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Refiner: Refining Self-attention for Vision Transformers


Jun 07, 2021
Daquan Zhou, Yujun Shi, Bingyi Kang, Weihao Yu, Zihang Jiang, Yuan Li, Xiaojie Jin, Qibin Hou, Jiashi Feng


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Token Labeling: Training a 85.4% Top-1 Accuracy Vision Transformer with 56M Parameters on ImageNet


Apr 23, 2021
Zihang Jiang, Qibin Hou, Li Yuan, Daquan Zhou, Xiaojie Jin, Anran Wang, Jiashi Feng


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DeepViT: Towards Deeper Vision Transformer


Apr 19, 2021
Daquan Zhou, Bingyi Kang, Xiaojie Jin, Linjie Yang, Xiaochen Lian, Zihang Jiang, Qibin Hou, Jiashi Feng


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FakeMix Augmentation Improves Transparent Object Detection


Mar 24, 2021
Yang Cao, Zhengqiang Zhang, Enze Xie, Qibin Hou, Kai Zhao, Xiangui Luo, Jian Tuo


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AutoSpace: Neural Architecture Search with Less Human Interference


Mar 22, 2021
Daquan Zhou, Xiaojie Jin, Xiaochen Lian, Linjie Yang, Yujing Xue, Qibin Hou, Jiashi Feng


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Coordinate Attention for Efficient Mobile Network Design


Mar 04, 2021
Qibin Hou, Daquan Zhou, Jiashi Feng

* CVPR2021 

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Delving Deep into Label Smoothing


Nov 25, 2020
Chang-Bin Zhang, Peng-Tao Jiang, Qibin Hou, Yunchao Wei, Qi Han, Zhen Li, Ming-Ming Cheng

* 10 pages, 5 figures 

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Rotate to Attend: Convolutional Triplet Attention Module


Oct 06, 2020
Diganta Misra, Trikay Nalamada, Ajay Uppili Arasanipalai, Qibin Hou

* Preprint version. Code is available at \url{https://github.com/LandskapeAI/triplet-attention

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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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Multi-Miner: Object-Adaptive Region Mining for Weakly-Supervised Semantic Segmentation


Jun 14, 2020
Kuangqi Zhou, Qibin Hou, Zun Li, Jiashi Feng


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Dynamic Feature Integration for Simultaneous Detection of Salient Object, Edge and Skeleton


Apr 18, 2020
Jiang-Jiang Liu, Qibin Hou, Ming-Ming Cheng


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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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Strip Pooling: Rethinking Spatial Pooling for Scene Parsing


Mar 30, 2020
Qibin Hou, Li Zhang, Ming-Ming Cheng, Jiashi Feng

* Published as a CVPR2020 paper 

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Cross-layer Feature Pyramid Network for Salient Object Detection


Feb 25, 2020
Zun Li, Congyan Lang, Junhao Liew, Qibin Hou, Yidong Li, Jiashi Feng

* 10 pages, 7 figures 

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Rethinking RGB-D Salient Object Detection: Models, Datasets, and Large-Scale Benchmarks


Jul 15, 2019
Deng-Ping Fan, Zheng Lin, Jia-Xing Zhao, Yun Liu, Zhao Zhang, Qibin Hou, Menglong Zhu, Ming-Ming Cheng

* 15 pages 

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A Simple Pooling-Based Design for Real-Time Salient Object Detection


Apr 21, 2019
Jiang-Jiang Liu, Qibin Hou, Ming-Ming Cheng, Jiashi Feng, Jianmin Jiang

* Accepted by CVPR2019 

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Self-Erasing Network for Integral Object Attention


Oct 23, 2018
Qibin Hou, Peng-Tao Jiang, Yunchao Wei, Ming-Ming Cheng

* Accepted by NIPS2018 

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FLIC: Fast Linear Iterative Clustering with Active Search


Oct 05, 2018
Jiaxing Zhao, Ren Bo, Qibin Hou, Ming-Ming Cheng, Paul L. Rosin

* AAAI 2018 

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Salient Object Detection: A Survey


Sep 06, 2018
Ali Borji, Ming-Ming Cheng, Qibin Hou, Huaizu Jiang, Jia Li

* 21 pages, 12 figures 

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Salient Objects in Clutter: Bringing Salient Object Detection to the Foreground


Jul 22, 2018
Deng-Ping Fan, Ming-Ming Cheng, Jiang-Jiang Liu, Shang-Hua Gao, Qibin Hou, Ali Borji

* ECCV 2018 

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Optimizing the F-measure for Threshold-free Salient Object Detection


May 19, 2018
Kai Zhao, Shanghua Gao, Qibin Hou, Dan-Dan Li, Ming-Ming Cheng


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Three Birds One Stone: A Unified Framework for Salient Object Segmentation, Edge Detection and Skeleton Extraction


Mar 27, 2018
Qibin Hou, Jiangjiang Liu, Ming-Ming Cheng, Ali Borji, Philip H. S. Torr

* Submitted to ECCV2018 

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