no code implementations • 10 Mar 2024 • Chenxing Gao, Hang Zhou, Junqing Yu, Yuteng Ye, Jiale Cai, Junle Wang, Wei Yang
Understanding the mechanisms behind Vision Transformer (ViT), particularly its vulnerability to adversarial perturba tions, is crucial for addressing challenges in its real-world applications.
1 code implementation • 18 Sep 2023 • Yuteng Ye, Jiale Cai, Hang Zhou, Guanwen Li, Youjia Zhang, Zikai Song, Chenxing Gao, Junqing Yu, Wei Yang
In spite of the rapidly evolving landscape of text-to-image generation, the synthesis and manipulation of multiple entities while adhering to specific relational constraints pose enduring challenges.
no code implementations • 9 Mar 2023 • Xiangyu Huang, Caidan Zhao, Jinghui Yu, Chenxing Gao, Zhiqiang Wu
Frame prediction based on AutoEncoder plays a significant role in unsupervised video anomaly detection.
no code implementations • 9 Mar 2023 • Xiangyu Huang, Caidan Zhao, Chenxing Gao, Lvdong Chen, Zhiqiang Wu
To alleviate this issue, we propose a simple yet efficient framework for video anomaly detection.
1 code implementation • 27 Nov 2022 • Yuteng Ye, Hang Zhou, Jiale Cai, Chenxing Gao, Youjia Zhang, Junle Wang, Qiang Hu, Junqing Yu, Wei Yang
The framework mainly consists of a sparse encoder, a multi-view feature mathcing module, and a feature consolidation decoder.