I am a Ph.D. candidate at the School of Computer and Communication Engineering, University of Science and Technology Beijing. I received my bachelor’s degree in Internet of Things Engineering from the same university in 2021. My research is supervised by Prof. Huimin Ma. Currently, I am collaborating online with Associate Professor Weiran Huang on my research projects. My research interests mainly focus on few-shot learning in computer vision and fine-tuning multimodal pre-trained models.

🔥 News

📝 Publications

NeurIPS 2023

FD-Align: Feature Discrimination Alignment for Fine-tuning Pre-Trained Models in Few-Shot Learning

Kun Song, Huimin Ma$\dagger$, Bochao Zou, Huishuai Zhang, Weiran Huang$\dagger$

Project  Code  Poster  知乎

ACCV 2022

Gestalt-Guided Image Understanding for Few-Shot Learning

Kun Song, Yuchen Wu, Jiansheng Chen, Tianyu Hu, Huimin Ma$\dagger$

  Code  Poster


Distribution Aligned Feature Clustering for Zero-Shot Sketch-Based Image Retrieval

Yuchen Wu, Kun Song, Fangzheng Zhao, Jiansheng Chen, Huimin Ma$\dagger$


📖 Educations

  • 2023.02 - present, Visitor, Weiran Huang Group
  • 2021.09 - present, Ph.D. candidate in Computer Science and Technology, University of Science and Technology Beijing
  • 2017.09 - 2021.06, B.E. in Internet of Thing, Unviersity of Science and Technology Beijing.

🎖 Honors and Awards

  • 2022.10 ACCV 2022 Student Travel Grants

🖨️ Services

  • Reviewer: ICASSP 2024