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Learning to Reweight Imaginary Transitions for Model-Based Reinforcement Learning


Apr 09, 2021
Wenzhen Huang, Qiyue Yin, Junge Zhang, Kaiqi Huang


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Planning with Exploration: Addressing Dynamics Bottleneck in Model-based Reinforcement Learning


Oct 24, 2020
Xiyao Wang, Junge Zhang, Wenzhen Huang, Qiyue Yin

* 16 pages, 8 figures 

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MVP-Net: Multi-view FPN with Position-aware Attention for Deep Universal Lesion Detection


Sep 16, 2019
Zihao Li, Shu Zhang, Junge Zhang, Kaiqi Huang, Yizhou Wang, Yizhou Yu

* Accepted by MICCAI 2019 (Medical Image Computing and Computer Assisted Intervention) 

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SparseMask: Differentiable Connectivity Learning for Dense Image Prediction


Apr 16, 2019
Huikai Wu, Junge Zhang, Kaiqi Huang

* Code is available at https://github.com/wuhuikai/SparseMask 

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FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation


Mar 28, 2019
Huikai Wu, Junge Zhang, Kaiqi Huang, Kongming Liang, Yizhou Yu

* Code is available in https://github.com/wuhuikai/FastFCN 

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Transductive Zero-Shot Learning with Visual Structure Constraint


Jan 06, 2019
Ziyu Wan, Dongdong Chen, Yan Li, Xingguang Yan, Junge Zhang, Yizhou Yu, Jing Liao

* 10 pages 

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Discriminative Learning of Latent Features for Zero-Shot Recognition


Mar 18, 2018
Yan Li, Junge Zhang, Jianguo Zhang, Kaiqi Huang

* CVPR 2018 (Oral) 

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Fast End-to-End Trainable Guided Filter


Mar 15, 2018
Huikai Wu, Shuai Zheng, Junge Zhang, Kaiqi Huang

* Accepted by CVPR 2018. Project Website: http://wuhuikai.me/DeepGuidedFilterProject 

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Mixed Supervised Object Detection with Robust Objectness Transfer


Mar 13, 2018
Yan Li, Junge Zhang, Kaiqi Huang, Jianguo Zhang

* IEEE Transactions on Pattern Analysis and Machine Intelligence (2018). Together with Supplementary Materials 

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A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping


Mar 12, 2018
Debang Li, Huikai Wu, Junge Zhang, Kaiqi Huang

* Accepted by CVPR 2018 

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MSC: A Dataset for Macro-Management in StarCraft II


Oct 09, 2017
Huikai Wu, Junge Zhang, Kaiqi Huang

* Homepage: https://github.com/wuhuikai/MSC 

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GP-GAN: Towards Realistic High-Resolution Image Blending


Mar 25, 2017
Huikai Wu, Shuai Zheng, Junge Zhang, Kaiqi Huang

* See more information in the project website: https://wuhuikai.github.io/GP-GAN-Project/ 

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