Nicu Sebe

Full Professor, University of Trento

3 papers at NeurIPS 2025

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Poster Session 1

1 paper

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Towards a General Attention Framework on Gyrovector Spaces for Matrix Manifolds

#2714 · Rui Wang, Chen Hu, Xiaoning Song, Xiaojun Wu, Nicu Sebe, Ziheng Chen

A Gyro Attention Framework for Matrix Manifolds

Poster Session 5

1 paper

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

SceneSplat++: A Large Dataset and Comprehensive Benchmark for Language Gaussian Splatting

#4401 · Mengjiao Ma, Qi Ma, Yue Li, Jiahuan Cheng, Runyi Yang, Bin Ren, Nikola Popovic, Mingqiang Wei, Nicu Sebe, Ender Konukoglu, Luc Van Gool, Theo Gevers, Martin R. Oswald, Danda Pani Paudel

We introduce SceneSplat-49K, a large 3DGS dataset spanning diverse indoor and outdoor environments, and provide a comprehensive benchmark SceneSplat-Bench for Language Gaussian Splatting methods.

Poster Session 6

1 paper

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

When Semantics Mislead Vision: Mitigating Large Multimodal Models Hallucinations in Scene Text Spotting and Understanding

#4509 · Yan Shu, Hangui Lin, Yexin Liu, Yan Zhang, Gangyan Zeng, Yan Li, Yu ZHOU, Ser-Nam Lim, Harry Yang, Nicu Sebe

Exploring and Mitigating hallucination in LMMs towards scene text spotting and understanding