Shuzhou Sun — accepted AI-conference papers

2025

Object-level Correlation for Few-Shot Segmentation

Chunlin Wen, Yu Zhang, Jie Fan, Hongyuan Zhu, Xiu-Shen Wei, Yijun Wang +2

ICCV 2025poster

Few-shot semantic segmentation (FSS) aims to segment objects of novel categories in the query images given only a few annotated support samples. Existing methods primarily build the image-level correlation between the support target object and the entire query image. However, this correlation contai…

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2023

Evidential Uncertainty and Diversity Guided Active Learning for Scene Graph Generation

Shuzhou Sun, Shuaifeng Zhi, Janne Heikkilä, Li Liu

ICLR 2023poster

Scene Graph Generation (SGG) has already shown its great potential in various downstream tasks, but it comes at the price of a prohibitively expensive annotation process. To reduce the annotation cost, we propose using Active Learning (AL) for sampling the most informative data. However, directly po…

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