Angela Dai
@adai.bsky.social
Associate Professor, 3DAI Lab @ TU Munich
https://www.3dunderstanding.org/
https://www.3dunderstanding.org/
📢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...
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...
November 11, 2025 at 3:38 PM
📢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...
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...
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...
October 30, 2025 at 4:09 PM
📢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...
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...
Reposted by Angela Dai
📢 📢 📢 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...
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...
October 13, 2025 at 4:19 PM
📢 📢 📢 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...
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!
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!
September 30, 2025 at 4:20 PM
🚀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!
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!
Reposted by Angela Dai
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!
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!
August 29, 2025 at 11:28 AM
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!
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!
July 14, 2025 at 12:28 PM
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!
Congrats to Amine, Yueh-Cheng, @cyeshwanth.bsky.social, Haoxuan, Shivangi, and Emery for their amazing work!
June 30, 2025 at 1:44 PM
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!
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
June 15, 2025 at 6:52 PM
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!
June 12, 2025 at 4:41 PM
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!
June 12, 2025 at 4:09 PM
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!
June 12, 2025 at 3:34 PM
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!
June 12, 2025 at 2:37 PM
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!
June 12, 2025 at 2:13 PM
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...
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...
June 8, 2025 at 1:20 PM
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...
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...
Reposted by Angela Dai
🚀🚀🚀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
Interested? Join our world-class team:
🌍 spaitial.ai
youtu.be/FiGX82RUz8U
SpAItial AI: Building Spatial Foundation Models
YouTube video by SpAItial AI
youtu.be
May 27, 2025 at 9:26 AM
🚀🚀🚀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
Interested? Join our world-class team:
🌍 spaitial.ai
youtu.be/FiGX82RUz8U
Reposted by Angela Dai
One of Europe’s top AI researchers raised a $13M seed to crack the ‘holy grail’ of models
One of Europe’s top AI researchers raised a $13M seed to crack the ‘holy grail’ of models | TechCrunch
One of Europe’s most prominent AI researchers, Matthias Niessner, is now the CEO of SpAItial, a startup working on spatial foundation models.
techcrunch.com
May 27, 2025 at 7:03 AM
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 :)
See you next year in Aachen :)
May 16, 2025 at 11:23 AM
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 :)
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!
May 15, 2025 at 4:34 PM
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 :)
Thought-provoking insights from generative models to 3D perception :)
May 14, 2025 at 3:41 PM
Amazing keynote by Alyosha Efros on the role of data in visual computing at #Eurographics2025!
Thought-provoking insights from generative models to 3D perception :)
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!
May 13, 2025 at 2:17 PM
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
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
May 12, 2025 at 12:17 PM
📢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
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
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
May 1, 2025 at 12:16 PM
🚀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
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! 👋
Register now: eg25.cs.ucl.ac.uk/main/registr...
See you in London! 👋
April 28, 2025 at 4:22 PM
📢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! 👋
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
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
April 22, 2025 at 9:17 AM
📢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
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