🤩 Check out Emery's #ICCV2025 work DiffuMatch, a generalizable non-rigid shape matching approach with learned spectral diffusion priors!
A live demo is at 🌐 huggingface.co/spaces/daide...

Seven papers accepted at #ICCV2025!

Exciting topics: lots of generative AI using transformers, diffusion, 3DGS, etc. focusing on image synthesis, geometry generation, avatars, and much more - check it out!

So proud of everyone involved - let's go🚀🚀🚀

niessnerlab.org/publications...

📢𝐐𝐮𝐢𝐜𝐤𝐒𝐩𝐥𝐚𝐭: Fast 3D Surface Reconstruction via Learned Gaussian Initialization

Yueh-Cheng Liu learns 2DGS initialization, densification, and optimization priors from ScanNet++ => fast & accurate reconstruction!

Project: liu115.github.io/quicksplat
w/ Lukas Höllein and @niessner.bsky.social

🚀Join the 𝐒𝐜𝐚𝐧𝐍𝐞𝐭++ 𝐂𝐡𝐚𝐥𝐥𝐞𝐧𝐠𝐞 @ CVPR 2025!
Think your method can handle large-scale 3D scenes?
Put it to the test:
kaldir.vc.in.tum.de/scannetpp/cv...

Updates:
✅ Preprocessed, undistorted DSLR images
✅ 3DGS demo: github.com/scannetpp/3D...

by Yueh-Cheng Liu, @cyeshwanth.bsky.social

📢Pixel3DMM: Versatile Screen-Space Priors for Single-Image 3D Face Reconstruction📢

-> highly accurate face reconstruction by training powerful VITs via surface normals & UV-coordinates estimation.

These cues from our 2D foundation model constrain the 3DMM parameters, achieving great accuracy.

📢 IntrinsiX: High-Quality PBR Generation using Image Priors 📢

From text input, we generate renderable PBR maps! Next to editable image generation, our predictions can be distilled into room-scale scenes using SDS for large-scale PBR texture generation.

Excited to announce ScanNet++ v2!🎉

@awhiteguitar.bsky.social & Yueh-Cheng Liu have been working tirelessly to bring:
🔹1006 high-fidelity 3D scans
🔹+ DSLR & iPhone captures
🔹+ rich semantics
Elevating 3D scene understanding to the next level!🚀

w/ @niessner.bsky.social
kaldir.vc.in.tum.de/scannetpp

📢MeshArt: Generating Articulated Meshes with Structure-guided Transformers

Daoyi Gao generates articulated meshes with a hierarchical transformer, modeling articulation-aware structures that guide mesh synthesis.

w/ Yawar Siddiqui, Lei Li
Project Page: daoyig.github.io/Mesh_Art/

Super happy to present our #NeurIPS paper 𝐂𝐨𝐡𝐞𝐫𝐞𝐧𝐭 𝟑𝐃 𝐒𝐜𝐞𝐧𝐞 𝐃𝐢𝐟𝐟𝐮𝐬𝐢𝐨𝐧 𝐅𝐫𝐨𝐦 𝐚 𝐒𝐢𝐧𝐠𝐥𝐞 𝐑𝐆𝐁 𝐈𝐦𝐚𝐠𝐞 in Vancouver. Come to our poster #2804 on Wednesday 11am - 2pm in East Exhibit Hall, if you want to learn more about 3D Scene Diffusion!

See you tomorrow!
Project Page: manuel-dahnert.com/research/sce...

📢 𝐏𝐫𝐄𝐝𝐢𝐭𝐨𝐫𝟑𝐃: 𝐅𝐚𝐬𝐭 𝐚𝐧𝐝 𝐏𝐫𝐞𝐜𝐢𝐬𝐞 𝟑𝐃 𝐒𝐡𝐚𝐩𝐞 𝐄𝐝𝐢𝐭𝐢𝐧𝐠 📢

We propose a training-free 3D shape editing approach that rapidly and precisely edits the regions intended by the user and keeps the rest as is.