no code implementations • 6 Mar 2024 • Yajie Liu, Pu Ge, Qingjie Liu, Di Huang
Recently, learning open-vocabulary semantic segmentation from text supervision has achieved promising downstream performance.
Contrastive Learning Open Vocabulary Semantic Segmentation +3
no code implementations • 1 Dec 2023 • Yajie Liu, Pu Ge, Haoxiang Ma, Shichao Fan, Qingjie Liu, Di Huang, Yunhong Wang
Referring image segmentation (RIS) aims to segment objects in an image conditioning on free-from text descriptions.
no code implementations • 26 Jul 2023 • Chang Han, Xinmeng Xu, Weiping tu, Yuhong Yang, Yajie Liu
We observe that besides target positive information, e. g., ground-truth speech and features, the target negative information, such as interference signals and features, helps make pattern of target speech and interference signals more discriminative.
no code implementations • 8 Dec 2022 • Yajie Liu, Pu Ge, Qingjie Liu, Shichao Fan, Yunhong Wang
How to effectively leverage the plentiful existing datasets to train a robust and high-performance model is of great significance for many practical applications.
1 code implementation • 1 Aug 2021 • Zunlei Feng, Lechao Cheng, Xinchao Wang, Xiang Wang, Yajie Liu, Xiangtong Du, Mingli Song
To this end, we propose a Translation Segmentation Network (Trans-Net), which comprises a segmentation network and two boundary discriminators.