Qiuyu Huang — accepted AI-conference papers

2025

DSFormer: Deformable Pointformer for 3D Salient Object Detection

Yibo Hu, Lai Wei, Yanzhe Wang, Qiuyu Huang, Yanding Wei, Qiang Fang

ICASSP 2025accepted

Due to the irregularity of 3D point clouds, it is extremely challenging to detect the most salient objects from them and segment contours. DSFormer is proposed for 3D salient object detection, addressing challenges like small objects, multiple objects and complex backgrounds. It employs an encoder-d…

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2025

Diffusion-4K: Ultra-High-Resolution Image Synthesis with Latent Diffusion Models

Jinjin Zhang, Qiuyu Huang, Junjie Liu, Xiefan Guo, Di Huang

CVPR 2025poster

In this paper, we present Diffusion-4K, a novel framework for direct ultra-high-resolution image synthesis using text-to-image diffusion models. The core advancements include: (1) Aesthetic-4K Benchmark: addressing the absence of a publicly available 4K image synthesis dataset, we construct Aestheti…

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