Search Results for author: Mengxue Kang

Found 4 papers, 1 papers with code

TIE: Revolutionizing Text-based Image Editing for Complex-Prompt Following and High-Fidelity Editing

no code implementations27 May 2024 Xinyu Zhang, Mengxue Kang, Fei Wei, Shuang Xu, Yuhe Liu, Lin Ma

By providing the diffusion models with knowledge of the generated prompt and image mask, our models generate images with a superior understanding of instructions.

LogicalDefender: Discovering, Extracting, and Utilizing Common-Sense Knowledge

no code implementations18 Mar 2024 Yuhe Liu, Mengxue Kang, Zengchang Qin, Xiangxiang Chu

Experiments show that our model has achieved better logical performance, and the extracted logical knowledge can be effectively applied to other scenarios.

Common Sense Reasoning

Unifying Visual and Vision-Language Tracking via Contrastive Learning

1 code implementation20 Jan 2024 Yinchao Ma, Yuyang Tang, Wenfei Yang, Tianzhu Zhang, Jinpeng Zhang, Mengxue Kang

Single object tracking aims to locate the target object in a video sequence according to the state specified by different modal references, including the initial bounding box (BBOX), natural language (NL), or both (NL+BBOX).

Contrastive Learning Object Tracking +2

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