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Author

Minh-Triet Tran

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Conference Aug 2026

ENEA-GS: Enhancing Single-Image 3D Gaussian Splatting with Normal-guided Texture Smoothness and Entropy-based Alpha Regularization

Recent advances in 3D content generation have demonstrated the effectiveness of optimization-based frameworks such as DreamGaussian, which combine 3D Gaussian Splatting (3DGS) with diffusion-guided Score Distillation Sampling (SDS) to efficiently synthesize 3D assets from a single image. Compared with earlier NeRF-base...

Nam-Quan Nguyen, Lam-Huy Nguyen, Minh-Triet Tran · 0 citations
Conference Aug 2026

Region-Guided Search for Ultra-High-Resolution Small Object Detection

Current object detection models face significant challenges when applied to ultra-high-resolution images, as global downscaling frequently destroys crucial details for small objects, while EGC wastes computation on irrelevant regions and causes object truncation at tile boundaries. We propose a two-step reasoning archi...

Gia-Phuc Song-Dong, Anh-Kiet Tran-Nhu, Minh-Triet Tran et al. · 0 citations

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