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NeuSample: Neural Sample Field for Efficient View Synthesis


Nov 30, 2021
Jiemin Fang, Lingxi Xie, Xinggang Wang, Xiaopeng Zhang, Wenyu Liu, Qi Tian

* Project page: https://jaminfong.cn/neusample/ 

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Semantic-Aware Generation for Self-Supervised Visual Representation Learning


Nov 25, 2021
Yunjie Tian, Lingxi Xie, Xiaopeng Zhang, Jiemin Fang, Haohang Xu, Wei Huang, Jianbin Jiao, Qi Tian, Qixiang Ye

* 13 pages, 5 figures, 11 tables 

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Hierarchical Aggregation for 3D Instance Segmentation


Aug 05, 2021
Shaoyu Chen, Jiemin Fang, Qian Zhang, Wenyu Liu, Xinggang Wang

* Accepted by ICCV 2021 

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Bag of Instances Aggregation Boosts Self-supervised Learning


Jul 04, 2021
Haohang Xu, Jiemin Fang, Xiaopeng Zhang, Lingxi Xie, Xinggang Wang, Wenrui Dai, Hongkai Xiong, Qi Tian


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You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection


Jun 21, 2021
Yuxin Fang, Bencheng Liao, Xinggang Wang, Jiemin Fang, Jiyang Qi, Rui Wu, Jianwei Niu, Wenyu Liu

* 18 pages, 7 tables, 5 figures. Add Appendix & some missing references 

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MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens


May 31, 2021
Jiemin Fang, Lingxi Xie, Xinggang Wang, Xiaopeng Zhang, Wenyu Liu, Qi Tian


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ResizeMix: Mixing Data with Preserved Object Information and True Labels


Dec 21, 2020
Jie Qin, Jiemin Fang, Qian Zhang, Wenyu Liu, Xingang Wang, Xinggang Wang


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EfficientPose: Efficient Human Pose Estimation with Neural Architecture Search


Dec 13, 2020
Wenqiang Zhang, Jiemin Fang, Xinggang Wang, Wenyu Liu


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FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search


Jun 21, 2020
Jiemin Fang, Yuzhu Sun, Qian Zhang, Kangjian Peng, Yuan Li, Wenyu Liu, Xinggang Wang

* arXiv admin note: substantial text overlap with arXiv:2001.02525 

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Fast Neural Network Adaptation via Parameter Remapping and Architecture Search


Jan 08, 2020
Jiemin Fang, Yuzhu Sun, Kangjian Peng, Qian Zhang, Yuan Li, Wenyu Liu, Xinggang Wang

* Accepted by ICLR 2020 

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Densely Connected Search Space for More Flexible Neural Architecture Search


Jun 23, 2019
Jiemin Fang, Yuzhu Sun, Qian Zhang, Yuan Li, Wenyu Liu, Xinggang Wang


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EAT-NAS: Elastic Architecture Transfer for Accelerating Large-scale Neural Architecture Search


Jan 17, 2019
Jiemin Fang, Yukang Chen, Xinbang Zhang, Qian Zhang, Chang Huang, Gaofeng Meng, Wenyu Liu, Xinggang Wang


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