Search Results for author: Fan Xue

Found 3 papers, 1 papers with code

Stop Reasoning! When Multimodal LLMs with Chain-of-Thought Reasoning Meets Adversarial Images

no code implementations22 Feb 2024 Zefeng Wang, Zhen Han, Shuo Chen, Fan Xue, Zifeng Ding, Xun Xiao, Volker Tresp, Philip Torr, Jindong Gu

Our research evaluates the adversarial robustness of MLLMs when employing CoT reasoning, finding that CoT marginally improves adversarial robustness against existing attack methods.

Adversarial Robustness

HRHD-HK: A benchmark dataset of high-rise and high-density urban scenes for 3D semantic segmentation of photogrammetric point clouds

1 code implementation16 Jul 2023 Maosu Li, Yijie Wu, Anthony G. O. Yeh, Fan Xue

Thus, it is significant to assess these methods quantitatively in diversified real-world urban scenes, encompassing high-rise, low-rise, high-density, and low-density urban areas.

3D Semantic Segmentation Segmentation

FloorPP-Net: Reconstructing Floor Plans using Point Pillars for Scan-to-BIM

no code implementations20 Jun 2021 Yijie Wu, Fan Xue

This paper presents a deep learning-based point cloud processing method named FloorPP-Net for the task of Scan-to-BIM (building information model).

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