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- JingYuan Zhu,Shiyu Li,Andy Liu,Ping Huang,Jiulong Shan,Huimin Ma*.ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models.NeurIPS2024,
- Shijie Chen,Junbao Zhuo*,Xin Li,Haizhuang Liu,Rongquan Wang,Jianshen Chen,Huimin Ma*.CMT: Co-training Mean-Teacher for Unsupervised Domain Adaptation on 3D Object Detection.ACM MM2024,
- Unveiling the Dynamics of Information Interplay in Supervised Learning.ICML2024,
- Kun Song,Huimin Ma*,Bochao Zou,Huishui Zhang,Weiran Huang*.FD-Align: Feature Discrimination Alignment for Fine-tuning Pre-Trained Models in Few-Shot Learning.NeurIPS2023,
- Haizhuang Liu,Huimin Ma*,Yilin Wang,Bochao Zou,Tianyu Hu,Rongquan Wang,Jiansheng Chen.Eliminating Spatial Ambiguity for Weakly Supervised 3D Object Detection without Spatial Labels.ACM MM2022,
- Xiang Wang,Shaodi You,Xi Li,Huimin Ma*.Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features.CVPR2018,
- Zhichen Zhao,Huimin Ma*,Shaodi You.Single Image Action Recognition using Semantic Body Part Actions.ICCV2017,
- Xiaozhi Chen,Huimin Ma*,Ji Wan,Bo li,Tian Xia.Multi-View 3D Object Detection Network for Autonomous Driving.CVPR2017,
- Xiaozhi Chen,Kaustav Kundu,Yukun Zhu,Andrew Berneshawi,Huimin Ma*,Sanja Fidler,Raquel Urtasun.3D Object Proposals for Accurate Object Class Detection.NeurIPS2015,
- Huimin Ma*,Sheng Yi,Shijie Chen,Jiansheng Chen,Yu Wang.Few annotated pixels and point cloud based weakly supervised semantic segmentation of driving scenes.International Journal of Computer Vision(IJCV),2024,
- Jingyuan Zhu,Huimin Ma*,Jiansheng Chen,Jian Yuan.High-Quality and Diverse Few-Shot Image Generation via Masked Discrimination.IEEE Transactions on Image Processing(TIP),2024,
- Chenghao Guo,Haizhuang Liu,Jiansheng Chen*,Huimin Ma*.Temporal Information Fusion Network for Driving Behavior Prediction.IEEE Transactions on Intelligent Transportation Systems(TITS),2023,
- Jingyuan Zhu,Huimin Ma*,Jiansheng Chen,Jian Yuan.MotionVideoGAN: A Novel Video Generator Based on the Motion Space Learned From Image Pairs.IEEE Transactions on Multimedia(TMM),2023,
- Xi Li,Huimin Ma*,Sheng Yi,Yanxian Chen,Hongbing Ma.Single Annotated Pixel Based Weakly Supervised Semantic Segmentation under Driving Scenes.Pattern Recognition(PR),2021,
- Dong Zhou,Hongyi Liu,Huimin Ma*,Xiang Wang,Xiaoqin Zhang,Yuhan Dong.Driving Behavior Prediction Considering Cognitive Prior and Driving Context.IEEE Transactions on Intelligent Transportation Systems(TITS),2020,