Top Tweets for #LightGaussian
We already introduced #LightGaussian last year to accelerate the rendering speed of 3DGS.
In our CVPR'25 paper, SteepGS, we go further by demystifying and improving density control during 3DGS optimization — making training more efficient and reliable.
Project Page: https://t.co/kzyNTBeo2T
#LightGaussian combines machine learning techniques like pruning, distillation, and quantization with computer vision and graphics to create an ultra-lightweight and highly efficient 3D Gaussian Splatting model (15x compression, 60% faster in rendering speed). @KevinWang_111 will present our Spotlight work! See code and demos: https://t.co/tXmvOwlw5q
Amazing slides for anyone wanting to learn GS from scratch. Thanks, Forrest! Special thanks for highlighting our #LightGaussian work, where visibility-based importance scoring to prune 'least-important' Gaussians is crucial for rendering efficiency.
Here's my CVPR tutorial on 𝗚𝗮𝘂𝘀𝘀𝗶𝗮𝗻 𝗦𝗽𝗹𝗮𝘁𝘁𝗶𝗻𝗴. Enjoy!
https://t.co/Sv0qULjCVf
@GKopanas @PapantonakisP Cool work!
Pruning, SH assignment/VQ are for both primitive redundancy and feature redundancy.
Our #LightGaussian shares very similar high-level idea with it.
Thrilled to announce that three of our papers have been accepted by #CVPR2024: Feauture 3DGS, Entropic Score Distillation, and Lift3D.
However, I'm even prouder that two of our papers on Efficient 3D Gaussian Splatting were rejected by CVPR2024: #LightGaussian, #FSGS.
#GaussianSplatting meets #UTTower 🏰🚁
From ~280 drone-captured images, we've reconstructed an impressive #3DGS model.
Our #LightGaussian compresses the model from 398MB to just 26MB!
Incredible collaboration with @aaronbuildsmeta @KevinWang_111🛠️#3DModeling #TechInnovation
Discover the future of #3D scene rendering with our latest work! 🚀 #LightGaussian revolutionizes real-time neural rendering, tackling the storage challenges of #3D #GaussianSplatting. Say goodbye to gigabyte-heavy files and hello to compact, efficient scene representations. ✨
Excited to present our new paper "LightGaussian": A Compact & Efficient Pipeline for Converting #3D #GaussianSplatting into a more compact format!
✍️15x compression rate
✍️200+FPS
Project page 👉: https://t.co/gbDCKHv1PZ
Paper 📷: https://t.co/mxRyIfKLQq
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