How much 3D do you actually see in a photo? 👀
A depth map stops at the visible surfaces. Our #ICML2026 paper LaRI (ruili3.github.io/lari) goes further: predicting the hidden geometry with layered point maps, in one feed-forward. (1/3)
Rui Li
@leedaray
Research Fellow at MMlab@NTU, working on Embodied AI and Visual Reasoning.
- 🚀 The #ICCV2025 Award Candidate Papers are out! 🚀 From 2,701 submissions, only 13 were selected, spanning 3D vision, generative models, foundation models, and more. Key highlights at a glance 👇
- Another major update of the "awesome-dust3r" (github.com/ruili3/awesome…) paper list. There are more VGG-T follow-ups and some interesting correlations, e.g., VGGT-Long/LONG3R, STream3R/Streaming 4D-VGGT. Let's see what happens for visual geometry in the DINO-v3 era :)
- Yet another structured paper for beginners in 3D computer vision.Reconstructing 4D Spatial Intelligence: A Survey @yukangcao, Jiahao Lu, Zhisheng Huang, Zhuowei Shen, Chengfeng Zhao, @hongfz16, @Frozen_Burning, Xin Li, Wenping Wang, @YuanLiu41955461, @liuziwei7 tl;dr: in title arxiv.org/abs/2507.21045
