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TextRay: Contour-based Geometric Modeling for Arbitrary-shaped Scene Text Detection

Aug 12, 2020
Fangfang Wang, Yifeng Chen, Fei Wu, Xi Li

* Accepted to ACM MM 2020 

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Memory Efficient Class-Incremental Learning for Image Classification

Aug 04, 2020
Hanbin Zhao, Hui Wang, Yongjian Fu, Fei Wu, Xi Li


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What and Where: Learn to Plug Adapters via NAS for Multi-Domain Learning

Jul 24, 2020
Hanbin Zhao, Hao Zeng, Xin Qin, Yongjian Fu, Hui Wang, Bourahla Omar, Xi Li


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A Multi-Semantic Metapath Model for Large Scale Heterogeneous Network Representation Learning

Jul 19, 2020
Xuandong Zhao, Jinbao Xue, Jin Yu, Xi Li, Hongxia Yang

* Part of this work was carried out while the first author interned at Alibaba 

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Multitask Non-Autoregressive Model for Human Motion Prediction

Jul 13, 2020
Bin Li, Jian Tian, Zhongfei Zhang, Hailin Feng, Xi Li


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Few-Shot Class-Incremental Learning via Feature Space Composition

Jun 28, 2020
Hanbin Zhao, Yongjian Fu, Xuewei Li, Songyuan Li, Bourahla Omar, Xi Li


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Epoch-evolving Gaussian Process Guided Learning

Jun 25, 2020
Jiabao Cui, Xuewei Li, Bin Li, Hanbin Zhao, Bourahla Omar, Xi Li


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ResKD: Residual-Guided Knowledge Distillation

Jun 09, 2020
Xuewei Li, Songyuan Li, Bourahla Omar, Xi Li


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A Survey on Generative Adversarial Networks: Variants, Applications, and Training

Jun 09, 2020
Abdul Jabbar, Xi Li, Bourahla Omar


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Dynamic Routing with Path Diversity and Consistency for Compact Network Learning

May 29, 2020
Huanyu Wang, Zequn Qin, Xi Li


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Unsupervised segmentation via semantic-apparent feature fusion

May 21, 2020
Xi Li, Huimin Ma, Hongbing Ma, Yidong Wang

* in Chinese. Accepted by NCIG 2020 

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Ultra Fast Structure-aware Deep Lane Detection

May 20, 2020
Zequn Qin, Huanyu Wang, Xi Li


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How to Train Your Dragon: Tamed Warping Network for Semantic Video Segmentation

May 04, 2020
Junyi Feng, Songyuan Li, Yifeng Chen, Fuxian Huang, Jiabao Cui, Xi Li


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Semantic Neighborhood-Aware Deep Facial Expression Recognition

Apr 27, 2020
Yongjian Fu, Xintian Wu, Xi Li, Zhijie Pan, Daxin Luo


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Progressive Multi-Stage Learning for Discriminative Tracking

Apr 01, 2020
Weichao Li, Xi Li, Omar Elfarouk Bourahla, Fuxian Huang, Fei Wu, Wei Liu, Zhiheng Wang, Hongmin Liu

* accepted to IEEE Transactions on Cybernetics 

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Real-Time Semantic Segmentation via Auto Depth, Downsampling Joint Decision and Feature Aggregation

Mar 31, 2020
Peng Sun, Jiaxiang Wu, Songyuan Li, Peiwen Lin, Junzhou Huang, Xi Li

* submitted to IJCV 

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BANet: Bidirectional Aggregation Network with Occlusion Handling for Panoptic Segmentation

Mar 31, 2020
Yifeng Chen, Guangchen Lin, Songyuan Li, Bourahla Omar, Yiming Wu, Fangfang Wang, Junyi Feng, Mingliang Xu, Xi Li

* to be published in CVPR2020, oral paper 

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TapLab: A Fast Framework for Semantic Video Segmentation Tapping into Compressed-Domain Knowledge

Mar 30, 2020
Junyi Feng, Songyuan Li, Xi Li, Fei Wu, Qi Tian, Ming-Hsuan Yang, Haibin Ling


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Realizing Pixel-Level Semantic Learning in Complex Driving Scenes based on Only One Annotated Pixel per Class

Mar 10, 2020
Xi Li, Huimin Ma, Sheng Yi, Yanxian Chen


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WSOD with PSNet and Box Regression

Nov 26, 2019
Sheng Yi, Xi Li, Huimin Ma


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Graph-guided Architecture Search for Real-time Semantic Segmentation

Sep 15, 2019
Peiwen Lin, Peng Sun, Guangliang Cheng, Sirui Xie, Xi Li, Jianping Shi

* 10pages, 6 figures 

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Adaptive Graph Representation Learning for Video Person Re-identification

Sep 05, 2019
Yiming Wu, Omar El Farouk Bourahla, Xi Li, Fei Wu, Qi Tian

* 10 pages, 7 figures 

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OVSNet : Towards One-Pass Real-Time Video Object Segmentation

May 24, 2019
Peng Sun, Peiwen Lin, Guangliang Cheng, Jianping Shi, Jiawan Zhang, Xi Li

* 10 pages, 6 figures 

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Deep Q Learning Driven CT Pancreas Segmentation with Geometry-Aware U-Net

Apr 19, 2019
Yunze Man, Yangsibo Huang, Junyi Feng, Xi Li, Fei Wu

* in IEEE Transactions on Medical Imaging (2019) 

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Perceiving Physical Equation by Observing Visual Scenarios

Nov 29, 2018
Siyu Huang, Zhi-Qi Cheng, Xi Li, Xiao Wu, Zhongfei Zhang, Alexander Hauptmann

* NIPS 2018 Workshop on Modeling the Physical World 

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Stacked Pooling: Improving Crowd Counting by Boosting Scale Invariance

Aug 22, 2018
Siyu Huang, Xi Li, Zhi-Qi Cheng, Zhongfei Zhang, Alexander Hauptmann

* The code is available at http://github.com/siyuhuang/crowdcount-stackpool 

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GNAS: A Greedy Neural Architecture Search Method for Multi-Attribute Learning

Aug 01, 2018
Siyu Huang, Xi Li, Zhi-Qi Cheng, Zhongfei Zhang, Alexander Hauptmann

* ACM MM 2018 (Oral) 

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