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Physics-informed deep diffusion MRI reconstruction: break the bottleneck of training data in artificial intelligence


Oct 20, 2022
Chen Qian, Zi Wang, Xinlin Zhang, Qingrui Cai, Taishan Kang, Boyu Jiang, Ran Tao, Zhigang Wu, Di Guo, Xiaobo Qu

* 5 pages, 5 figures 

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Optimizing Crop Management with Reinforcement Learning and Imitation Learning


Sep 20, 2022
Ran Tao, Pan Zhao, Jing Wu, Nicolas F. Martin, Matthew T. Harrison, Carla Ferreira, Zahra Kalantari, Naira Hovakimyan


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LO-Det: Lightweight Oriented Object Detection in Remote Sensing Images


Sep 16, 2022
Zhanchao Huang, Wei Li, Xiang-Gen Xia, Hao Wang, Feiran Jie, Ran Tao

* IEEE Transactions on Geoscience and Remote Sensing, 2022 
* 15 pages 

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Language-aware Domain Generalization Network for Cross-Scene Hyperspectral Image Classification


Sep 06, 2022
Yuxiang Zhang, Mengmeng Zhang, Wei Li, Shuai Wang, Ran Tao

* arXiv admin note: substantial text overlap with arXiv:2209.01634 

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Task-wise Sampling Convolutions for Arbitrary-Oriented Object Detection in Aerial Images


Sep 06, 2022
Zhanchao Huang, Wei Li, Xiang-Gen Xia, Hao Wang, Ran Tao

* 16 pages, 14 figures, 13 tables 

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Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification


Sep 04, 2022
Yuxiang Zhang, Wei Li, Weidong Sun, Ran Tao, Qian Du


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Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets


Aug 24, 2022
Hao Chen, Ran Tao, Han Zhang, Yidong Wang, Wei Ye, Jindong Wang, Guosheng Hu, Marios Savvides

* wrong version 

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USB: A Unified Semi-supervised Learning Benchmark


Aug 12, 2022
Yidong Wang, Hao Chen, Yue Fan, Wang Sun, Ran Tao, Wenxin Hou, Renjie Wang, Linyi Yang, Zhi Zhou, Lan-Zhe Guo, Heli Qi, Zhen Wu, Yu-Feng Li, Satoshi Nakamura, Wei Ye, Marios Savvides, Bhiksha Raj, Takahiro Shinozaki, Bernt Schiele, Jindong Wang, Xing Xie, Yue Zhang

* Submitted to NeurIPS'22 dataset and benchmark track; code at https://github.com/microsoft/Semi-supervised-learning 

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MPANet: Multi-Patch Attention For Infrared Small Target object Detection


Jun 05, 2022
Ao Wang, Wei Li, Xin Wu, Zhanchao Huang, Ran Tao

* 2022IGARSS 
* 4 pages 3 figures 

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