Biography
Yimian Dai (戴一冕) is currently a Postdoctoral Fellow at the PCA Lab, under the guidance of Prof. Jian Yang (杨健) from NJUST and the vice-advisement of Prof. Xiang Li (李翔) from Nankai University. He also collaborates closely with Prof. Yan Yang (杨燕) from Xi’an Jiaotong University. He heads the GrokCV Research Group, which specializes in the development of algorithms for remote sensing object detection, data assimilation, and computational imaging, aiming to address real-world challenges in these fields.
Interests
- Image Restoration
- Object Detection
- Vision-Language Models
Education
PhD in Signal Processing, 2021
Nanjing University of Aeronautics and Astronautics
BSc in Electrical Engineering, 2013
Nanjing University of Aeronautics and Astronautics
Selected Publications
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(2024).
Pick of the Bunch: Detecting Infrared Small Targets Beyond Hit-Miss Trade-Offs via Selective Rank-Aware Attention.
IEEE TGRS.
(2024).
Sparse Prior Is Not All You Need: When Differential Directionality Meets Saliency Coherence for Infrared Small Target Detection.
arXiv.
(2024).
DenoDet: Attention as Deformable Multi-Subspace Feature Denoising for Target Detection in SAR Images.
arXiv.
(2023).
One-Stage Cascade Refinement Networks for Infrared Small Target Detection.
IEEE TGRS.
(2021).
Attention as Activation.
ICPR 2020.
