Search Results for author: Siyu Jiao

Found 2 papers, 2 papers with code

Learning Mask-aware CLIP Representations for Zero-Shot Segmentation

1 code implementation NeurIPS 2023 Siyu Jiao, Yunchao Wei, YaoWei Wang, Yao Zhao, Humphrey Shi

However, in the paper, we reveal that CLIP is insensitive to different mask proposals and tends to produce similar predictions for various mask proposals of the same image.

Open Vocabulary Semantic Segmentation Zero Shot Segmentation

Mask Matching Transformer for Few-Shot Segmentation

1 code implementation5 Dec 2022 Siyu Jiao, Gengwei Zhang, Shant Navasardyan, Ling Chen, Yao Zhao, Yunchao Wei, Humphrey Shi

Typical methods follow the paradigm to firstly learn prototypical features from support images and then match query features in pixel-level to obtain segmentation results.

Few-Shot Semantic Segmentation Segmentation

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