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Efficient Single-Image Depth Estimation on Mobile Devices, Mobile AI & AIM 2022 Challenge: Report


Nov 07, 2022
Andrey Ignatov, Grigory Malivenko, Radu Timofte, Lukasz Treszczotko, Xin Chang, Piotr Ksiazek, Michal Lopuszynski, Maciej Pioro, Rafal Rudnicki, Maciej Smyl, Yujie Ma, Zhenyu Li, Zehui Chen, Jialei Xu, Xianming Liu, Junjun Jiang, XueChao Shi, Difan Xu, Yanan Li, Xiaotao Wang, Lei Lei, Ziyu Zhang, Yicheng Wang, Zilong Huang, Guozhong Luo, Gang Yu, Bin Fu, Jiaqi Li, Yiran Wang, Zihao Huang, Zhiguo Cao, Marcos V. Conde, Denis Sapozhnikov, Byeong Hyun Lee, Dongwon Park, Seongmin Hong, Joonhee Lee, Seunggyu Lee, Se Young Chun

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* arXiv admin note: substantial text overlap with arXiv:2105.08630, arXiv:2211.03885; text overlap with arXiv:2105.08819, arXiv:2105.08826, arXiv:2105.08629, arXiv:2105.07809, arXiv:2105.07825 

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Multi-Camera Collaborative Depth Prediction via Consistent Structure Estimation


Oct 05, 2022
Jialei Xu, Xianming Liu, Yuanchao Bai, Junjun Jiang, Kaixuan Wang, Xiaozhi Chen, Xiangyang Ji

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LiteDepth: Digging into Fast and Accurate Depth Estimation on Mobile Devices


Sep 02, 2022
Zhenyu Li, Zehui Chen, Jialei Xu, Xianming Liu, Junjun Jiang

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* Accepted to European Conference on Computer Vision Workshop (ECCVW 2022) 

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Prototype-Anchored Learning for Learning with Imperfect Annotations


Jun 23, 2022
Xiong Zhou, Xianming Liu, Deming Zhai, Junjun Jiang, Xin Gao, Xiangyang Ji

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* ICML 2022 

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Learning Towards the Largest Margins


Jun 23, 2022
Xiong Zhou, Xianming Liu, Deming Zhai, Junjun Jiang, Xin Gao, Xiangyang Ji

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* ICLR 2022 

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Towards Model Generalization for Monocular 3D Object Detection


May 28, 2022
Zhenyu Li, Zehui Chen, Ang Li, Liangji Fang, Qinhong Jiang, Xianming Liu, Junjun Jiang

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* Some mistakes are raised up and we need to re-write the paper and re-order the paper structure 

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ReSmooth: Detecting and Utilizing OOD Samples when Training with Data Augmentation


May 25, 2022
Chenyang Wang, Junjun Jiang, Xiong Zhou, Xianming Liu

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GLaMa: Joint Spatial and Frequency Loss for General Image Inpainting


May 15, 2022
Zeyu Lu, Junjun Jiang, Junqin Huang, Gang Wu, Xianming Liu

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* IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 

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Spatial-Temporal Space Hand-in-Hand: Spatial-Temporal Video Super-Resolution via Cycle-Projected Mutual Learning


May 11, 2022
Mengshun Hu, Kui Jiang, Liang Liao, Jing Xiao, Junjun Jiang, Zheng Wang

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* 2022 CVPR 
* 10 pages, 8 figures 

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