Publications
See also: my Google Scholar page.
2024
- Gongjie Zhang, Zhipeng Luo, Jiaxing Huang, Shijian Lu, and Eric P. Xing. “Semantic-Aligned Matching for Enhanced DETR Convergence and Multi-Scale Feature Fusion.” International Journal of Computer Vision (IJCV), in press, (2024). [paper] [code]
- Zhipeng Luo, Gongjie Zhang, Changqing Zhou, Zhonghua Wu, Qingyi Tao, Lewei Lu, and Shijian Lu, “Modeling Continuous Motion for 3D Point Cloud Object Tracking.” In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). 2024. [paper]
- Qiu Han, Gongjie Zhang, Jiaxing Huang, Peng Gao, Zhang Wei, and Shijian Lu, “Efficient MAE Towards Large-Scale Vision Transformers.” In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). 2024. [paper]
- Zhipeng Luo, Changqing Zhou, Liang Pan, Gongjie Zhang, Tianrui Liu, Yueru Luo, Haiyu Zhao, Ziwei Liu, and Shijian Lu. “Exploring Point-BEV Fusion for 3D Point Cloud Object Tracking with Transformer.” IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), in press, (2024). [paper] [code]
- Jiahao Nie, Yun Xing, Gongjie Zhang, Pei Yan, Aoran Xiao, Yap-Peng Tan, Alex C Kot, and Shijian Lu. “Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining.” In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 2024. [paper]
2023
- Gongjie Zhang, Jiahao Lin, Shuang Wu, Yilin Song, Zhipeng Luo, Yang Xue, Shijian Lu, and Zuoguan Wang. “Online Map Vectorization for Autonomous Driving: A Rasterization Perspective.” In Advances of 37th Conference on Neural Information Processing Systems (NeurIPS). 2023. [paper] [code]
- Gongjie Zhang, Zhipeng Luo, Zichen Tian, Jingyi Zhang, Xiaoqin Zhang, and Shijian Lu. “Towards Efficient Use of Multi-Scale Features in Transformer-Based Object Detectors.” In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 2023. [paper] [code]
- Jingyi Zhang, Jiaxing Huang, Zhipeng Luo, Gongjie Zhang, Xiaoqin Zhang, and Shijian Lu. “DA-DETR: Domain Adaptive Detection Transformer with Information Fusion.” In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 2023. [paper]
- Zhipeng Luo, Gongjie Zhang, Changqing Zhou, Tianrui Liu, Shijian Lu, and Liang Pan. “TransPillars: Coarse-to-Fine Aggregation for Multi-Frame 3D Object Detection.” In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). 2023. [paper]
2022
- Gongjie Zhang, Zhipeng Luo, Kaiwen Cui, Shijian Lu, and Eric P. Xing. “Meta-DETR: Image-Level Few-Shot Detection with Inter-Class Correlation Exploitation.” IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), (2022). [paper] [code]
- Gongjie Zhang, Zhipeng Luo, Yingchen Yu, Kaiwen Cui, and Shijian Lu. “Accelerating DETR Convergence via Semantic-Aligned Matching.” In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 2022. [paper] [code]
- Kaiwen Cui, Jiaxing Huang, Zhipeng Luo, Gongjie Zhang, Fangneng Zhan, and Shijian Lu. “GenCo: Generative Co-training for Generative Adversarial Networks with Limited Data.” In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). 2022. [paper] [code]
2021
- Zhipeng Luo, Zhongang Cai, Changqing Zhou, Gongjie Zhang, Haiyu Zhao, Shuai Yi, Shijian Lu, Hongsheng Li, Shanghang Zhang, and Ziwei Liu. “Unsupervised Domain Adaptive 3D Detection with Multi-Level Consistency.” In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pp. 8866-8875. 2021. [paper] [code]
- Fangneng Zhan, Yingchen Yu, Kaiwen Cui, Gongjie Zhang, Shijian Lu, Jianxiong Pan, Changgong Zhang, Feiying Ma, Xuansong Xie, and Chunyan Miao. “Unbalanced Feature Transport for Exemplar-Based Image Translation.” In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 15028-15038. 2021. [paper] [code]
- Gongjie Zhang, Kaiwen Cui, Tzu-Yi Hung, and Shijian Lu. “Defect-GAN: High-Fidelity Defect Synthesis for Automated Defect Inspection.” In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pp. 2524-2534. 2021. [paper] [patent]
- Gongjie Zhang, Kaiwen Cui, Rongliang Wu, Shijian Lu, and Yonghong Tian. “PNPDet: Efficient Few-Shot Detection Without Forgetting via Plug-and-Play Sub-Networks.” In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pp. 3823-3832. 2021. [paper]
2020
- Rongliang Wu, Gongjie Zhang, Shijian Lu, and Tao Chen. “Cascade EF-GAN: Progressive Facial Expression Editing with Local Focuses.” In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 5021-5030. 2020. [paper]