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Author

Jie Zhou

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Sep 2026

High-Fidelity Implicit Text-to-Shape Generation with Voxelized Diffusion

Experimental results show that Diffusion-SDF is capable of generating both high-quality and highly diversified 3D shapes that conform well to the given text descriptions, and Diffusion-SDF++ further outperforms Diffusion-SDF with more precise shape details due to the adaptive voxelization strategy.

Yue-Qi Duan, Fang-Fu Liu, Han-Yang Wang et al. · 0 citations
Sep 2026

XMask3D++: Cross-Modal Mask Reasoning for Open Vocabulary 3D Segmentation.

This work developed a mask generator based on the denoising UNet from a pre-trained diffusion model, leveraging its capability for precise textual control over dense pixel representations and enhancing the open-world adaptability of the generated masks, and introduces a 2D-to-3D mask adaptation module to improve the qu...

Ziyi Wang, Yan-Bo Wang, Xu-Min Yu et al. · 0 citations
Jul 2026

EvoGUI: An Evolution-Aware Benchmark for GUI State-Transition Understanding

EvoGUI is introduced, a diagnostic framework that converts normalized GUI trajectories into three complementary visual question answering probes: temporal ordering, inverse action/value prediction, and contrastive one-step successor discrimination.

Yaohan Yang, Ming-Lei Shi, Borui Zhang et al. · 1 citation

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