Publications

Ximeng Zhai, Bohan Xu, Yaohong Chen, Hao Wang, Kehua Guo, Yimian Dai (2025). SeqCSIST: Sequential Closely-Spaced Infrared Small Target Unmixing. IEEE TGRS.

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Zihao Xiong, Fei Zhou, Fengyi Wu, Shuai Yuan, Maixia Fu, Zhenming Peng, Jian Yang, Yimian Dai (2025). DRPCA-Net: Make Robust PCA Great Again for Infrared Small Target Detection. IEEE TGRS.

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Nuo Chen, Chao Xiao, Yimian Dai, Shiman He, Miao Li, Wei An (2025). Event-based Tiny Object Detection: A Benchmark Dataset and Baseline. ICCV.

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Ruojing Li, Wei An, Xinyi Ying, Yingqian Wang, Yimian Dai, Longguang Wang, Miao Li, Yulan Guo, Li Liu (2025). Probing Deep into Temporal Profile Makes the Infrared Small Target Detector Much Better. arXiv.

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Shengdong Han, Shangdong Yang, Xin Zhang, Yuxuan Li, Xiang Li, Jian Yang, Ming-Ming Cheng, Yimian Dai (2025). DISTA-Net: Dynamic Closely-Spaced Infrared Small Target Unmixing. arXiv.

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Yangting Shi, Renjie He, Le Hui, Xiang Li, Jian Yang, Ming-Ming Cheng, Yimian Dai (2025). AuxDet: Auxiliary Metadata Matters for Omni-Domain Infrared Small Target Detection. arXiv.

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Qun Dai, Chunyang Yuan, Yimian Dai, Yuxuan Li, Xiang Li, Kang Ni, Jianhui Xu, Xiangbo Shu, Jian Yang (2025). MoCoLSK: Modality-Conditioned High-Resolution Downscaling for Land Surface Temperature. IEEE TGRS.

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Yuxuan Li, Xiang Li, Yimian Dai, Qibin Hou, Li Liu, Yongxiang Liu, Ming-Ming Cheng, Jian Yang (2025). LSKNet: A Foundation Lightweight Backbone for Remote Sensing. IJCV.

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Chenxu Peng, Chenxu Wang, Minrui Zou, Danyang Li, Zhengpeng Yang, Yimian Dai, Ming-Ming Cheng, Xiang Li (2025). A Simple Detector with Frame Dynamics is a Strong Tracker. CVPR.

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Yimian Dai, Peiwen Pan, Yulei Qian, Yuxuan Li, Xiang Li, Jian Yang, Huan Wang (2024). Pick of the Bunch: Detecting Infrared Small Targets Beyond Hit-Miss Trade-Offs via Selective Rank-Aware Attention. IEEE TGRS.

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Yimian Dai, MengxuanXiao, Yiming Zhu, Huan Wang, Kehua Guo, Jian Yang (2024). Background Semantics Matter: Cross-Task Feature Exchange Network for Clustered Infrared Small Target Detection With Sky-Annotated Dataset. arXiv.

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FeiZhou, Maixia Fu, Yulei Qian, Jian Yang, Yimian Dai (2024). Sparse Prior Is Not All You Need: When Differential Directionality Meets Saliency Coherence for Infrared Small Target Detection. arXiv.

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Yimian Dai, Minrui Zou, Yuxuan Li, Xiang Li, KangNi, Jian Yang (2024). DenoDet: Attention as Deformable Multi-Subspace Feature Denoising for Target Detection in SAR Images. arXiv.

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Yuxuan Li, Xiang Li, Yimian Dai, Qibin Hou, Li Liu, Yongxiang Liu, Ming-Ming Cheng, Jian Yang (2024). LSKNet: A Foundation Lightweight Backbone for Remote Sensing. arXiv.

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Yimian Dai, Xiang Li, FeiZhou, Yulei Qian, Yaohong Chen, Jian Yang (2023). One-Stage Cascade Refinement Networks for Infrared Small Target Detection. IEEE TGRS.

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FeiZhou, Maixia Fu, Yule Duan, Yimian Dai, Yiquan Wu (2022). Infrared Small Target Detection via L0 Sparse Gradient Regularized Tensor Spectral Support Low-Rank Decomposition. IEEE Transactions on Aerospace and Electronic Systems.

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Yimian Dai, Stefan Oehmcke, Fabian Gieseke, Yiquan Wu, Kobus Barnard (2021). Attention as Activation. ICPR 2020.

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Yimian Dai, Yiquan Wu, FeiZhou, Kobus Barnard (2021). Attentional Local Contrast Networks for Infrared Small Target Detection. IEEE TGRS.

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Yimian Dai, Fabian Gieseke, Stefan Oehmcke, Yiquan Wu, Kobus Barnard (2021). Attentional Feature Fusion. WACV 2021.

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Yimian Dai, Yiquan Wu, FeiZhou, Kobus Barnard (2021). Asymmetric Contextual Modulation for Infrared Small Target Detection. WACV 2021.

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Yimian Dai, Yiquan Wu (2017). Reweighted Infrared Patch-Tensor Model With Both Nonlocal and Local Priors for Single-Frame Small Target Detection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 10, no. 8, pp. 3752-3767, 2017..

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