One paper has been accepted by ICANN 2025!

Shengli Zhou Lv1
  2025-06-23 15:16 2025-06-23 15:16 Created   2025-09-06 07:10:35 2025-09-06 07:10:35 Updated  

HCNQA: Enhancing 3D VQA with Hierarchical Concentration Narrowing Supervision

  • Shengli Zhou, Jianuo Zhu, Qilin Huang, Fangjing Wang, Yanfu Zhang, Feng Zheng†
  • Accepted by ICANN 2025 / Paper (arXiv) / Code (GitHub)
  • 3D VQA models suffer from superficial shortcuts due to high model complexity and data scarcity; thus, we propose a hierarchical concentration narrowing supervision paradigm to guide the model to perform spatial reasoning under a general pathway and suppress superficial shortcuts.
  • Title: One paper has been accepted by ICANN 2025!
  • Author: Shengli Zhou
  • Created at : 2025-06-23 15:16:00
  • Updated at : 2025-09-06 07:10:35
  • Link: https://fz-zsl.github.io/ICANN2025/
  • License: This work is licensed under CC BY-NC-SA 4.0.
On this page
One paper has been accepted by ICANN 2025!