5 papers
ByteMorph: Benchmarking Instruction-Guided Image Editing with Non-Rigid Motions
Di Chang, Mingdeng Cao, Yichun Shi +7
Editing images with instructions to reflect non-rigid motions, camera viewpoint shifts, object deformations, human articulations, and complex interactions, poses a challenging yet…
A High-Quality Text-Rich Image Instruction Tuning Dataset via Hybrid Instruction Generation
Shijie Zhou, Ruiyi Zhang, Yufan Zhou +1
Large multimodal models still struggle with text-rich images because of inadequate training data. Self-Instruct provides an annotation-free way for generating instruction data, but…
Towards a Novel Perspective on Adversarial Examples Driven by Frequency
Zhun Zhang, Yi Zeng, Qihe Liu +1
Enhancing our understanding of adversarial examples is crucial for the secure application of machine learning models in real-world scenarios. A prevalent method for analyzing adver…
The Dichotomy Property in Stabilizability of Linear Hyperbolic Systems
Xu Huang, Zhiqiang Wang, Shijie Zhou
This paper is devoted to discuss the stabilizability of a class of non-homogeneous hyperbolic systems. Motivated by the example in \cite[Page 197]{CB2016}, we analyze…
A new approach for stability analysis of 1-D wave equation with time delay
Shijie Zhou, Hongyinping Feng, Zhiqiang Wang
In our manuscript, we develop a new approach for stability analysis of one-dimensional wave equation with time delay. The major contribution of our work is to develop a new method…