The first keynote today at #CVMP2025 is by Angela Dai @adai.bsky.social from 3DAI Lab at TU Munich "Can Transformers speak geometry?" There are lots of different 3D representations we use in learning but industry widely uses meshes.

And four fantastic keynotes from Yi-Zhe Song @peoplecentredai.bsky.social, Christian Richardt @cr333.bsky.social , Angela Dai @adai.bsky.social , and Peter Hedman @peterhedman.bsky.social #CVMP2025

And that's a start 🤩 We kick off the 22nd ACM SIGGRAPH European Conference on Visual Media Production at BFI Southbank in London Where industry and academia meet 🤝🎬 #CVMP2025 #BFI #BFISouthbank

📢ProcGen3D: Learning Neural Procedural Graphs for Image-to-3D Reconstruction Xinyi Zhang learns neural procedural graphs to generate high-fidelity 3D - MCTS-guided sampling maintains consistency with the input image, even from real images! Check it out: xzhang-t.github.io/project/Proc...

📢New in ScanNet++: High-Res 360° Panos! Chandan Yeshwanth and Yueh-Cheng Liu have added pano captures for 956 ScanNet++ scenes, fully aligned with the 3D meshes, DSLR, and iPhone data - multiple panos per scene Check it out: Docs kaldir.vc.in.tum.de/scannetpp/do... Code github.com/scannetpp/sc...

📢 Excited to share our latest #ICCV2025 work DiffuMatch: learning spectral diffusion priors for robust non-rigid shape matching! (1/n)

📢 📢 📢 We've released the ScanNet++ Novel View Synthesis Benchmark for iPhone data! Test your models on RGBD video featuring real-world challenges like exposure changes & motion blur! Download the newest iPhone NVS test split and submit your results! ⬇️ scannetpp.mlsg.cit.tum.de/scannetpp/be...

🚀We have PhD openings in my lab at TU Munich! Explore 3D/4D reconstruction & generation, semantic & functional understanding, and more - at the intersection of graphics, vision, and machine learning. 💼PhDs are 100% E13 positions 👉Apply: 3dunderstanding.org/openings.html or via ELLIS!

Excited to join @uvadatascience.bsky.social as an Assistant Professor! Deeply grateful to my advisors @adai.bsky.social, Maks Ovsjanikov, Hongbo Fu, and Chiew-Lan Tai for their unwavering support. 📣We are recruiting PhD students and postdocs to work on #SpatialAI. Flyer below with details!

Super excited to have @phillipisola.bsky.social give a guest lecture in our Introduction to Deep Learning course at TU Munich on representations learned by neural networks!

Check out our #ICCV2025 work on functional 3d scan editing, learning to optimize, multi-level 3d captioning, interactive mesh editing, audio-driven avatars, & shape matching! Congrats to Amine, Yueh-Cheng, @cyeshwanth.bsky.social, Haoxuan, Shivangi, and Emery for their amazing work!

Check out Xinyi’s super cool work on 4D generative modeling with dictionary neural fields - also at poster 12 in poster session 6 today! #cvpr2025

Fascinating lessons on 3D reconstruction from Andrea Vedaldi @oxford-vgg.bsky.social at the ScanNet++ workshop @cvprconference.bsky.social!

Learning about world models with Gordon Wetzstein at the ScanNet++ workshop @cvprconference.bsky.social!

Super cool insights on 4D reconstruction from Qianqian Wang at the ScanNet++ workshop @cvprconference.bsky.social!

How to generate 3D with LLM reasoning by Cordelia Schmid at the ScanNet++ workshop @cvprconference.bsky.social!

Kicking off the ScanNet++ workshop @cvprconference.bsky.social with Katja Schwarz on how to generate 3D with diffusion models!

Check out the ScanNet++ workshop @CVPR on June 12 in 211 from 8:50am! Exciting keynotes on state-of-the-art NVS & 3D understanding from Andrea Vedaldi, Cordelia Schmid, Gordon Wetzstein, Katja Schwarz, Qianqian Wang, and leading methods on the benchmark! kaldir.vc.in.tum.de/scannetpp/cv...

🚀🚀🚀Announcing our $13M funding round to build the next generation of AI: 𝐒𝐩𝐚𝐭𝐢𝐚𝐥 𝐅𝐨𝐮𝐧𝐝𝐚𝐭𝐢𝐨𝐧 𝐌𝐨𝐝𝐞𝐥𝐬 that can generate entire 3D environments anchored in space & time. 🚀🚀🚀 Interested? Join our world-class team: 🌍 spaitial.ai youtu.be/FiGX82RUz8U

One of Europe’s top AI researchers raised a $13M seed to crack the ‘holy grail’ of models

Brilliant insights from @michael-j-black.bsky.social on the importance of data and 3D+ for 4D foundation models that understand humans, and the future of embodied intelligence in the last keynote talk of #Eurographics2025! See you next year in Aachen :)

Awesome look into the future of humanoid robots and what we can learn from character animation from Karen Liu’s keynote at #Eurographics2025!

Amazing keynote by Alyosha Efros on the role of data in visual computing at #Eurographics2025! Thought-provoking insights from generative models to 3D perception :)

What an amazing start to our #Eurographics2025 keynotes from @justinmsolomon.bsky.social on optimization for geometry processing - lots of useful optimization tools, and so many more interesting challenges yet to be solved!

📢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

📢𝐄𝐮𝐫𝐨𝐠𝐫𝐚𝐩𝐡𝐢𝐜𝐬 𝟐𝟎𝟐𝟓 is almost around the corner - immerse yourself in computer graphics innovation in London, May 12-16! Register now: eg25.cs.ucl.ac.uk/main/registr... See you in London! 👋

📢ScanEdit: Hierarchically-Guided Functional 3D Scan Editing Edit complex, real-world 3D scans with text -- Amine Boudjoghra combines LLM reasoning with geometric optimization to produce physically plausible, instruction-aligned scene edits Check it out: aminebdj.github.io/scanedit/ w/ Ivan Laptev

📢ExCap3D: Multilevel Captioning of Objects in 3D Scenes @cyeshwanth.bsky.social generates consistent object and part-level descriptions of objects in 3D scenes, and introduces a new dataset with 190k captions for 34k ScanNet++ objects. Project: cy94.github.io/excap3d w/ David Rozenberszki

Tomorrow in our TUM AI - Lecture Series we'll have Andrea Tagliasacchi (@taiyasaki.bsky.social), SFU. He'll talk about "𝐑𝐚𝐝𝐢𝐚𝐧𝐭 𝐅𝐨𝐚𝐦: 𝐑𝐞𝐚𝐥-𝐓𝐢𝐦𝐞 𝐃𝐢𝐟𝐟𝐞𝐫𝐞𝐧𝐭𝐢𝐚𝐛𝐥𝐞 𝐑𝐚𝐲 𝐓𝐫𝐚𝐜𝐢𝐧𝐠". Live Stream: youtube.com/live/1u7ahb9... 5pm GMT+1 / 9am PST (Mon Mar 24th)

📢Animating the Uncaptured 📢 We animate 3D humanoid meshes using video diffusion priors given a text prompt. 🎥https://youtu.be/_YL1J_V3smI 🌍https://marcb.pro/atu Realistic motion generation for 3D characters - without motion capture! 🚀 Great work by Marc Benedí, @adai.bsky.social

📢MeshPad: Interactive Sketch-Conditioned Artist-Designed Mesh Generation and Editing📢 Users can interactively design 3D models just from a sketch-based interface - check it out! We break down the design process into addition with an autoregressive generator and deletion operations by a classifier.

Tomorrow in our TUM AI - Lecture Series we'll have none other than Saining Xie (@saining.bsky.social), NYU He'll talk about "𝐓𝐡𝐞 𝐦𝐮𝐥𝐭𝐢𝐦𝐨𝐝𝐚𝐥 𝐟𝐮𝐭𝐮𝐫𝐞: Why visual representation still matters". Live stream: www.youtube.com/live/hnu-mRL... 5pm GMT+1 / 9am PST (Mon Mar 17th)

🚀 The #Eurographics2025 full papers program is now online! 🎉 Get ready for an exciting lineup of cutting-edge research in computer graphics! 🔎 Check it out, and register now to join us in London, May 12-16! eg25.cs.ucl.ac.uk/main/talks.h...

Check out our #CVPR2025 papers on articulated mesh generation, 4d shape generation with dictionary neural fields, large-scale 3d scene generation and editing, and 3d editing! Congrats to Daoyi Gao, Xinyi Zhang, Alexey Bokhovkin, Quan Meng, and Ziya Erkoc for their amazing work!

ETH starts a series of exciting guest talks on Robotics, Vision, and Controls this week. Tomorrow at 12:00 Zurich time, @adai.bsky.social from TU Munich will give a talk titled "From Quantity to Quality for 3D Perception." robotics-talks.com #robotics

Tomorrow in our TUM AI - Lecture Series with none other than Robin Rombach, CEO Black Forest Labs. He'll talk about "𝐅𝐋𝐔𝐗: Flow Matching for Content Creation at Scale". Live stream: youtube.com/live/nrKKLJX... 6pm GMT+1 / 9am PST (Mon Feb 17rd)

📢 Calling all PhD students in Computer Graphics! The #Eurographics2025 Doctoral Consortium deadline is just one week away (Feb 13)! Don't miss this opportunity to present your research, receive expert feedback, and connect with fellow PhD students. 📝 Apply now: eg25.cs.ucl.ac.uk/main/callfor...

Excited to bring back the 2nd ScanNet++ Novel View Synthesis and 3D Semantic Understanding Challenge at #CVPR 2025! Submit to our new benchmark, now with over 1000 high-fidelity scans of real-world scenes: kaldir.vc.in.tum.de/scannetpp/ Check it out: kaldir.vc.in.tum.de/scannetpp/cv...

Didn't quite make it to SIGGRAPH? Consider submitting to SGP, the abstract deadline is tomorrow: sgp2025.my.canva.site/submit-page-...

Tomorrow in our TUM AI - Lecture Series with none other than George Drettakis. He'll talk about "𝐓𝐡𝐞 𝟑𝐃 𝐆𝐚𝐮𝐬𝐬𝐢𝐚𝐧 𝐒𝐩𝐥𝐚𝐭𝐭𝐢𝐧𝐠 𝐀𝐝𝐯𝐞𝐧𝐭𝐮𝐫𝐞: 𝐏𝐚𝐬𝐭, 𝐏𝐫𝐞𝐬𝐞𝐧𝐭, 𝐅𝐮𝐭𝐮𝐫𝐞". Live stream: youtube.com/live/DjOqkVI... 5pm GMT+1 / 8am PST (Mon Feb 3rd)

📢 ScanNet++ v2 Benchmark Release! 🏆 Test your state-of-the-art models on: 🔹 Novel View Synthesis 📸➡️🖼️ 🔹 3D Semantic & Instance Segmentation 🤖🔍🕶️ Shoutout to @awhiteguitar.bsky.social & Yueh-Cheng Liu for their incredible work👏 🚀Check it out: kaldir.vc.in.tum.de/scannetpp/

🚀 𝐄𝐮𝐫𝐨𝐠𝐫𝐚𝐩𝐡𝐢𝐜𝐬 𝟐𝟎𝟐𝟓 - Registration is Open! 💻🎨 Join us in London, May 12-16, 2025, for one of the leading Computer Graphics conferences in the world and an incredible week of research innovation! 🔗 Register now: eg25.cs.ucl.ac.uk/main/registr...

Announcing SGI 2025! Undergrads and MS students: Apply for 6 weeks of paid summer geometry processing research. No experience needed: 1 week tutorials + 5 weeks of projects. Mentors are top researchers in this emerging branch of graphics/computing/math. sgi.mit.edu

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/

SGP 2025 will take place in Bilbao between June 30th and July 4th, and I am one of the Technical Program Co-Chairs. For the first time, we are introducing an *early* paper deadline on **February 7th**!

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.

📢DNF: Generating 4D animations with dictionary-based neural fields! Xinyi Zhang presents a new dictionary-based neural field for unconditional 4D generation of deforming shapes -- generating motions with high-quality shape and temporal consistency. xzhang-t.github.io/project/DNF/