Search Results for author: Jiankai Li

Found 3 papers, 3 papers with code

Leveraging Predicate and Triplet Learning for Scene Graph Generation

1 code implementation4 Jun 2024 Jiankai Li, Yunhong Wang, Xiefan Guo, Ruijie Yang, Weixin Li

We observe that visual variations within the identical triplet are relatively small and certain relation cues are shared in the same type of triplet, which can potentially facilitate the relation learning in SGG.

Graph Generation Relation +2

InitNO: Boosting Text-to-Image Diffusion Models via Initial Noise Optimization

1 code implementation6 Apr 2024 Xiefan Guo, Jinlin Liu, Miaomiao Cui, Jiankai Li, Hongyu Yang, Di Huang

Recent strides in the development of diffusion models, exemplified by advancements such as Stable Diffusion, have underscored their remarkable prowess in generating visually compelling images.

valid

Zero-Shot Scene Graph Generation via Triplet Calibration and Reduction

1 code implementation7 Sep 2023 Jiankai Li, Yunhong Wang, Weixin Li

In our framework, a triplet calibration loss is first presented to regularize the representations of diverse triplets and to simultaneously excavate the unseen triplets in incompletely annotated training scene graphs.

Graph Generation Scene Graph Generation

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