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PolarStream: Streaming Lidar Object Detection and Segmentation with Polar Pillars


Jun 14, 2021
Qi Chen, Sourabh Vora, Oscar Beijbom


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Contrastive Neural Architecture Search with Neural Architecture Comparators


Apr 06, 2021
Yaofo Chen, Yong Guo, Qi Chen, Minli Li, Wei Zeng, Yaowei Wang, Mingkui Tan

* Accpeted by CVPR 2021. The code is available at https://github.com/chenyaofo/CTNAS 

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Pareto-Frontier-aware Neural Architecture Generation for Diverse Budgets


Feb 27, 2021
Yong Guo, Yaofo Chen, Yin Zheng, Qi Chen, Peilin Zhao, Jian Chen, Junzhou Huang, Mingkui Tan

* 8 pages 

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Towards Accurate and Compact Architectures via Neural Architecture Transformer


Feb 20, 2021
Yong Guo, Yin Zheng, Mingkui Tan, Qi Chen, Zhipeng Li, Jian Chen, Peilin Zhao, Junzhou Huang

* Extension of NAT 

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StrokeGAN: Reducing Mode Collapse in Chinese Font Generation via Stroke Encoding


Jan 11, 2021
Jinshan Zeng, Qi Chen, Yunxin Liu, Mingwen Wang, Yuan Yao

* AAAI 2021 
* 10 pages, our codes and data are available at: https://github.com/JinshanZeng/StrokeGAN 

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CoFF: Cooperative Spatial Feature Fusion for 3D Object Detection on Autonomous Vehicles


Sep 24, 2020
Jingda Guo, Dominic Carrillo, Sihai Tang, Qi Chen, Qing Yang, Song Fu, Xi Wang, Nannan Wang, Paparao Palacharla


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Beyond $\mathcal{H}$-Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence


Jul 30, 2020
Changjian Shui, Qi Chen, Jun Wen, Fan Zhou, Christian Gagné, Boyu Wang


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DCANet: Learning Connected Attentions for Convolutional Neural Networks


Jul 09, 2020
Xu Ma, Jingda Guo, Sihai Tang, Zhinan Qiao, Qi Chen, Qing Yang, Song Fu


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Attention-guided Context Feature Pyramid Network for Object Detection


May 23, 2020
Junxu Cao, Qi Chen, Jun Guo, Ruichao Shi


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A Thorough Comparison Study on Adversarial Attacks and Defenses for Common Thorax Disease Classification in Chest X-rays


Mar 31, 2020
Chendi Rao, Jiezhang Cao, Runhao Zeng, Qi Chen, Huazhu Fu, Yanwu Xu, Mingkui Tan


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Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution


Mar 16, 2020
Yong Guo, Jian Chen, Jingdong Wang, Qi Chen, Jiezhang Cao, Zeshuai Deng, Yanwu Xu, Mingkui Tan

* This paper is accepted by CVPR 2020 

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Intelligent Home 3D: Automatic 3D-House Design from Linguistic Descriptions Only


Mar 01, 2020
Qi Chen, Qi Wu, Rui Tang, Yuhan Wang, Shuai Wang, Mingkui Tan

* To appear in CVPR2020 

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Object as Hotspots: An Anchor-Free 3D Object Detection Approach via Firing of Hotspots


Dec 30, 2019
Qi Chen, Lin Sun, Zhixin Wang, Kui Jia, Alan Yuille


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NAT: Neural Architecture Transformer for Accurate and Compact Architectures


Nov 18, 2019
Yong Guo, Yin Zheng, Mingkui Tan, Qi Chen, Jian Chen, Peilin Zhao, Junzhou Huang

* This paper is accepted by NeurIPS 2019 

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MonaLog: a Lightweight System for Natural Language Inference Based on Monotonicity


Oct 19, 2019
Hai Hu, Qi Chen, Kyle Richardson, Atreyee Mukherjee, Lawrence S. Moss, Sandra Kuebler

* accepted to SCIL 2020 

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F-Cooper: Feature based Cooperative Perception for Autonomous Vehicle Edge Computing System Using 3D Point Clouds


Sep 13, 2019
Qi Chen

* Accepted by SEC2019 

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FPCNet: Fast Pavement Crack Detection Network Based on Encoder-Decoder Architecture


Jul 04, 2019
Wenjun Liu, Yuchun Huang, Ying Li, Qi Chen


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Cooper: Cooperative Perception for Connected Autonomous Vehicles based on 3D Point Clouds


May 13, 2019
Qi Chen, Sihai Tang, Qing Yang, Song Fu

* Accepted by the 39th IEEE International Conference on Distributed Computing Systems (ICDCS 2019) 

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Auto-Embedding Generative Adversarial Networks for High Resolution Image Synthesis


Mar 29, 2019
Yong Guo, Qi Chen, Jian Chen, Qingyao Wu, Qinfeng Shi, Mingkui Tan

* Accepted by IEEE Transactions on Multimedia 

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DUNet: A deformable network for retinal vessel segmentation


Nov 03, 2018
Qiangguo Jin, Zhaopeng Meng, Tuan D. Pham, Qi Chen, Leyi Wei, Ran Su


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Semantic Segmentation for Urban Planning Maps based on U-Net


Oct 01, 2018
Zhiling Guo, Hiroaki Shengoku, Guangming Wu, Qi Chen, Wei Yuan, Xiaodan Shi, Xiaowei Shao, Yongwei Xu, Ryosuke Shibasaki

* 4 pages, 3 figures, conference, International Geoscience and Remote Sensing Symposium (IGARSS 2018), Jul 2018, Valencia, Spain 

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Dual Reconstruction Nets for Image Super-Resolution with Gradient Sensitive Loss


Sep 19, 2018
Yong Guo, Qi Chen, Jian Chen, Junzhou Huang, Yanwu Xu, Jiezhang Cao, Peilin Zhao, Mingkui Tan


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UnrealStereo: Controlling Hazardous Factors to Analyze Stereo Vision


Sep 06, 2018
Yi Zhang, Weichao Qiu, Qi Chen, Xiaolin Hu, Alan Yuille

* 3DV 2018 (oral) 

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SampleAhead: Online Classifier-Sampler Communication for Learning from Synthesized Data


Jul 28, 2018
Qi Chen, Weichao Qiu, Yi Zhang, Lingxi Xie, Alan Yuille

* BMVC 2018 Oral 

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Aerial Imagery for Roof Segmentation: A Large-Scale Dataset towards Automatic Mapping of Buildings


Jul 27, 2018
Qi Chen, Lei Wang, Yifan Wu, Guangming Wu, Zhiling Guo, Steven L. Waslander


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A Hierarchical Distributed Processing Framework for Big Image Data


Jul 03, 2016
Le Dong, Zhiyu Lin, Yan Liang, Ling He, Ning Zhang, Qi Chen, Xiaochun Cao, Ebroul lzquierdo


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Data classification using the Dempster-Shafer method


Sep 02, 2014
Qi Chen, Amanda Whitbrook, Uwe Aickelin, Chris Roadknight

* Journal of Experimental & Theoretical Artificial Intelligence, ahead-of-print, 2014 

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