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Xian Xu

3 accepted papers

2025

INS-MMBench: A Comprehensive Benchmark for Evaluating LVLMs' Performance in Insurance

ICCV 2025poster

Large Vision-Language Models (LVLMs) and Multimodal Large Language Models (MLLMs) have demonstrated outstanding performance in various general multimodal applications and have shown increasing promise in specialized domains. However, their potential in the insurance domain--characterized by diverse…

2025

OCSplats: Observation Completeness Quantification and Label Noise Separation in 3DGS

ICCV 2025poster

3D Gaussian Splatting (3DGS) has become one of the most promising 3D reconstruction technologies. However, label noise in real-world scenarios--such as moving objects, non-Lambertian surfaces, and shadows--often leads to reconstruction errors. Existing 3DGS-Bsed anti-noise reconstruction methods eit…

2024

ADFactory: An Effective Framework for Generalizing Optical Flow with NeRF

CVPR 2024poster

A significant challenge facing current optical flow methods is the difficulty in generalizing them well to the real world. This is mainly due to the lack of large-scale real-world datasets and existing self-supervised methods are limited by indirect loss and occlusions resulting in fuzzy outcomes. T…

Cited by 2SourcePDFScholar