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Yihang Bao · Zhen Huang · Shanyan Guan · Songlin Yang · Yanhao Ge · Wei Li · Bukun Huang · Zengmin Xu
Yuehao Liu · Shanyan Guan · Weijia Zhang · Xuanming Shang · Yanhao Ge · Wei Li · Chao Ma
Weijia Zhang · Yuehao Liu · Shanyan Guan · Wu Ran · Yanhao Ge · Wei Li · Chao Ma
Zhizhou Chen · Shanyan Guan · Zhanxin Gao · En Ci · Yanhao Ge · Wei Li · Zhenyu Zhang · Jian Yang · Ying Tai
Chengsheng Zhang · Chenghao Sun · Xinyan Jiang · Wei Li · Xinmei Tian
Wei Li · Zhen Huang · Xinmei Tian
Contrastively trained vision-language models like CLIP, have made remarkable progress in learning joint image-text representations, but still face challenges in compositional understanding. They often exhibit a “bag-of-words” behavior—struggling to capture the object relations, attribute-object b...