Posts tagged “3d-reconstruction”

7 posts found

The Open-Weight Frontier Arrives: Moonshot's Kimi K3
ai-tutorialstutorialai-news

The Open-Weight Frontier Arrives: Moonshot's Kimi K3

Highlights of AI News for July 13 - 19 2026

Jul 20, 2026•10 min read
Bayesian Rendering Explained: When a 3D Model Admits What It Doesn't Know
ai-tutorialstutorialbeginner

Bayesian Rendering Explained: When a 3D Model Admits What It Doesn't Know

A beginner-friendly tour of Bayesian 3D reconstruction: why an ordinary 3D scan gives one confident answer everywhere, how turning geometry into a distribution produces honest confidence maps, and where the 'prior' that fills in unseen regions comes from.

Jul 18, 2026•7 min read
When Gaussians Get Uncertain: Probabilistic 3D Reconstruction
ai-tutorialstutorialgaussian-splatting

When Gaussians Get Uncertain: Probabilistic 3D Reconstruction

3D Gaussian Splatting gives us a single best-fit scene — but no sense of where that geometry is trustworthy. This week we turn point-estimate splats into distributions over geometry, connecting Bayesian rendering, Fisher information, and diffusion priors back to last week's GP framework.

Jul 16, 2026•8 min read
Physical Intelligence π0.7: The Generalist Robot Brain That Actually Generalizes
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Physical Intelligence π0.7: The Generalist Robot Brain That Actually Generalizes

Highlights of AI News for April 13 - 19 2026

Apr 21, 2026•18 min read
From Optical Flow to Neural Scene Flow: Video Understanding for 3D
ai-tutorialstutorialvideo-understanding

From Optical Flow to Neural Scene Flow: Video Understanding for 3D

How motion estimation evolved from pixel-level optical flow to neural scene flow fields — and why it matters for reconstructing dynamic 3D worlds from video.

Apr 19, 2026•16 min read
4D Gaussian Splatting Explained: Extending 3DGS to the Time Domain
ai-tutorialstutorial4d-gaussian-splatting

4D Gaussian Splatting Explained: Extending 3DGS to the Time Domain

A step-by-step introduction to 4D Gaussian Splatting — how adding a time dimension to 3DGS enables real-time dynamic scene rendering, from deformation fields to temporal regularization.

Apr 17, 2026•14 min read
From Static Splats to Dynamic Worlds: The 4D Gaussian Frontier
ai-tutorialstutorial4d-gaussian-splatting

From Static Splats to Dynamic Worlds: The 4D Gaussian Frontier

How 4D Gaussian Splatting extends real-time radiance fields into the time domain — deformation fields, temporal regularization, neural scene flow, and the path to dynamic world models.

Apr 17, 2026•15 min read