From the 1 of 4 linked papers with an AI index.
4 papers
AnyStyle: Single-Pass Multimodal Stylization for 3D Gaussian Splatting
Joanna Kaleta, Bartosz Åwirta, Kacper Kania +3
AnyStyle is a feed‑forward framework that adds multimodal (text or image) style control to pose‑free 3D Gaussian Splatting reconstruction, enabling zero‑shot stylization while keep…
LumiMotion: Improving Gaussian Relighting with Scene Dynamics
Joanna Kaleta, Piotr Wójcik, Kacper Marzol +3
In 3D reconstruction, the problem of inverse rendering, namely recovering the illumination of the scene and the material properties, is fundamental. Existing Gaussian Splatting-bas…
Weakly Supervised Point Cloud Segmentation via Conservative Propagation of Scene-level Labels
Shaobo Xia, Jun Yue, Kacper Kania +4
We propose a weakly supervised semantic segmentation method for point clouds that predicts "per-point" labels from just "whole-scene" annotations. The key challenge here is the dis…
LumiGauss: Relightable Gaussian Splatting in the Wild
Joanna Kaleta, Kacper Kania, Tomasz Trzcinski +1
Decoupling lighting from geometry using unconstrained photo collections is notoriously challenging. Solving it would benefit many users as creating complex 3D assets takes days of…