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#Gaussian splatting

InfiniDepth: Arbitrary-Resolution and Fine-Grained Depth Estimation with Neural Implicit Fields

Intermediate

Hao Yu, Haotong Lin et al.Jan 6arXiv

InfiniDepth is a new way to predict depth that treats every image location as a smooth, continuous place you can ask for depth, not just the fixed pixels of a grid.

#monocular depth estimation#neural implicit fields#arbitrary resolution depth

Feedforward 3D Editing via Text-Steerable Image-to-3D

Intermediate

Ziqi Ma, Hongqiao Chen et al.Dec 15arXiv

Steer3D lets you change a 3D object just by typing what you want, like “add a roof rack,” and it does it in one quick pass.

#3D editing#image-to-3D#ControlNet

Sharp Monocular View Synthesis in Less Than a Second

Beginner

Lars Mescheder, Wei Dong et al.Dec 11arXiv

SHARP turns a single photo into a 3D scene you can look around in, and it does this in under one second on a single GPU.

#monocular view synthesis#3D Gaussians#real-time neural rendering

Joint 3D Geometry Reconstruction and Motion Generation for 4D Synthesis from a Single Image

Intermediate

Yanran Zhang, Ziyi Wang et al.Dec 4arXiv

This paper teaches a computer to turn one single picture into a moving 3D scene that stays consistent from every camera angle.

#4D scene generation#single-image to 4D#joint geometry and motion