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Towards Efficient Use of Multi-Scale Features in Transformer-Based Object Detectors


Aug 24, 2022
Gongjie Zhang, Zhipeng Luo, Yingchen Yu, Zichen Tian, Jingyi Zhang, Shijian Lu

* Project page: https://github.com/ZhangGongjie/IMFA 

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Exploring Point-BEV Fusion for 3D Point Cloud Object Tracking with Transformer


Aug 10, 2022
Zhipeng Luo, Changqing Zhou, Liang Pan, Gongjie Zhang, Tianrui Liu, Yueru Luo, Haiyu Zhao, Ziwei Liu, Shijian Lu

* arXiv admin note: substantial text overlap with arXiv:2112.02857 

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TransPillars: Coarse-to-Fine Aggregation for Multi-Frame 3D Object Detection


Aug 04, 2022
Zhipeng Luo, Gongjie Zhang, Changqing Zhou, Tianrui Liu, Shijian Lu, Liang Pan


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Meta-DETR: Image-Level Few-Shot Detection with Inter-Class Correlation Exploitation


Jul 30, 2022
Gongjie Zhang, Zhipeng Luo, Kaiwen Cui, Shijian Lu, Eric P. Xing

* Accepted by T-PAMI (IEEE Transactions on Pattern Analysis and Machine Intelligence). Codes: https://github.com/ZhangGongjie/Meta-DETR 

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Semantic-Aligned Matching for Enhanced DETR Convergence and Multi-Scale Feature Fusion


Jul 28, 2022
Gongjie Zhang, Zhipeng Luo, Yingchen Yu, Jiaxing Huang, Kaiwen Cui, Shijian Lu, Eric P. Xing


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Accelerating DETR Convergence via Semantic-Aligned Matching


Mar 14, 2022
Gongjie Zhang, Zhipeng Luo, Yingchen Yu, Kaiwen Cui, Shijian Lu

* This paper has been accepted to CVPR 2022 

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Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019


Jan 11, 2022
Zhengying Liu, Adrien Pavao, Zhen Xu, Sergio Escalera, Fabio Ferreira, Isabelle Guyon, Sirui Hong, Frank Hutter, Rongrong Ji, Julio C. S. Jacques Junior, Ge Li, Marius Lindauer, Zhipeng Luo, Meysam Madadi, Thomas Nierhoff, Kangning Niu, Chunguang Pan, Danny Stoll, Sebastien Treguer, Jin Wang, Peng Wang, Chenglin Wu, Youcheng Xiong, Arbe r Zela, Yang Zhang

* IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI) 2021 
* The first three authors contributed equally; This is only a draft version 

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PTTR: Relational 3D Point Cloud Object Tracking with Transformer


Dec 07, 2021
Changqing Zhou, Zhipeng Luo, Yueru Luo, Tianrui Liu, Liang Pan, Zhongang Cai, Haiyu Zhao, Shijian Lu


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GenCo: Generative Co-training on Data-Limited Image Generation


Oct 04, 2021
Kaiwen Cui, Jiaxing Huang, Zhipeng Luo, Gongjie Zhang, Fangneng Zhan, Shijian Lu

* 15 pages, 9 figures, 12 tables 

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AutoSmart: An Efficient and Automatic Machine Learning framework for Temporal Relational Data


Sep 09, 2021
Zhipeng Luo, Zhixing He, Jin Wang, Manqing Dong, Jianqiang Huang, Mingjian Chen, Bohang Zheng

* Accepted in the ADS track at the SIGKDD 2021 conference 

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