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Multi-Objective Evolutionary for Object Detection Mobile Architectures Search


Nov 05, 2022
Haichao Zhang, Jiashi Li, Xin Xia, Kuangrong Hao, Xuefeng Xiao

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Multi-Granularity Distillation Scheme Towards Lightweight Semi-Supervised Semantic Segmentation


Aug 22, 2022
Jie Qin, Jie Wu, Ming Li, Xuefeng Xiao, Min Zheng, Xingang Wang

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* Accepted by ECCV2022 

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Next-ViT: Next Generation Vision Transformer for Efficient Deployment in Realistic Industrial Scenarios


Jul 13, 2022
Jiashi Li, Xin Xia, Wei Li, Huixia Li, Xing Wang, Xuefeng Xiao, Rui Wang, Min Zheng, Xin Pan

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Parallel Pre-trained Transformers (PPT) for Synthetic Data-based Instance Segmentation


Jun 22, 2022
Ming Li, Jie Wu, Jinhang Cai, Jie Qin, Yuxi Ren, Xuefeng Xiao, Min Zheng, Rui Wang, Xin Pan

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* The solution of 1st Place in AVA Accessibility Vision and Autonomy Challenge on CVPR 2022 workshop. Website: https://accessibility-cv.github.io/ 

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MoCoViT: Mobile Convolutional Vision Transformer


May 26, 2022
Hailong Ma, Xin Xia, Xing Wang, Xuefeng Xiao, Jiashi Li, Min Zheng

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* After evaluation, the relevant technical details are temporarily inconvenient to be disclosed, so the manuscript is temporarily withdrawn. We will wait for the right time to reopen 

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TRT-ViT: TensorRT-oriented Vision Transformer


May 23, 2022
Xin Xia, Jiashi Li, Jie Wu, Xing Wang, Xuefeng Xiao, Min Zheng, Rui Wang

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SepViT: Separable Vision Transformer


Apr 03, 2022
Wei Li, Xing Wang, Xin Xia, Jie Wu, Xuefeng Xiao, Min Zheng, Shiping Wen

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ScalableViT: Rethinking the Context-oriented Generalization of Vision Transformer


Mar 21, 2022
Rui Yang, Hailong Ma, Jie Wu, Yansong Tang, Xuefeng Xiao, Min Zheng, Xiu Li

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* The code will be released 

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Activation Modulation and Recalibration Scheme for Weakly Supervised Semantic Segmentation


Dec 16, 2021
Jie Qin, Jie Wu, Xuefeng Xiao, Lujun Li, Xingang Wang

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* Accepted by AAAI2022 

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