🏢 Clemson University
SAM-Guided Masked Token Prediction for 3D Scene Understanding
·1740 words·9 mins·
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AI Generated
Computer Vision
3D Vision
🏢 Clemson University
This paper introduces SAM-guided masked token prediction, a novel framework for 3D scene understanding that leverages foundation models to significantly improve 3D object detection and semantic segmen…
A Single-Step, Sharpness-Aware Minimization is All You Need to Achieve Efficient and Accurate Sparse Training
·2195 words·11 mins·
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AI Generated
Machine Learning
Deep Learning
🏢 Clemson University
Single-step Sharpness-Aware Minimization (S2-SAM) achieves efficient and accurate sparse training by approximating sharpness perturbation via prior gradient information, incurring zero extra cost and …
3DGS-Enhancer: Enhancing Unbounded 3D Gaussian Splatting with View-consistent 2D Diffusion Priors
·2090 words·10 mins·
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3D Vision
🏢 Clemson University
3DGS-Enhancer boosts unbounded 3D Gaussian splatting, generating high-fidelity novel views even with sparse input data using view-consistent 2D diffusion priors.