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Manuel Dahnert Profile
Manuel Dahnert

@manuel_dahnert

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Machine Learning @ NavVis Prev. PhD Student at TUM with Prof. Matthias NieรŸner

Munich
Joined December 2011
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@Normanisation
Norman Mรผller
25 days
Check out or workshop on Generate Scene Completion at ICCV'25. We have an incredible speaker lineup and most certainly the coolest website (credits to @ethanjohnweber and @cursor_ai). ๐Ÿ“…Mon, Oct 20 (morning session) ๐ŸŒ https://t.co/IBZceahOsr
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scenecomp.github.io
Generative Scene Completion for Immersive Worlds
@ethanjohnweber
Ethan Weber
26 days
๐Ÿ“ข SceneComp @ ICCV 2025 ๐Ÿ๏ธ ๐ŸŒŽ Generative Scene Completion for Immersive Worlds ๐Ÿ› ๏ธ Reconstruct what you know AND ๐Ÿช„ Generate what you donโ€™t! ๐Ÿ™Œ Meet our speakers @angelaqdai, @holynski_, @jampani_varun, @ZGojcic @taiyasaki, Peter Kontschieder https://t.co/LvONYIK3dz #ICCV2025
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@Nik__V__
Nikhil Keetha
1 month
Meet MapAnything โ€“ a transformer that directly regresses factored metric 3D scene geometry (from images, calibration, poses, or depth) in an end-to-end way. No pipelines, no extra stages. Just 3D geometry & cameras, straight from any type of input, delivering new state-of-the-art
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@MattNiessner
Matthias Niessner
7 months
๐Ÿ“ขMeshPad: Interactive Sketch-Conditioned Artist-Designed Mesh Generation and Editing๐Ÿ“ข Users can interactively design 3D models just from a sketch-based interface - check out the demo :) We break down the design process into addition with an autoregressive generator and
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@MattNiessner
Matthias Niessner
7 months
๐Ÿ“ขAnimating the Uncaptured ๐Ÿ“ข We animate 3D humanoid meshes using video diffusion priors given a text prompt. ๐ŸŽฅ https://t.co/EpFW86gaRw ๐ŸŒ https://t.co/suMQs8oQCL Realistic motion generation for 3D characters - without motion capture! ๐Ÿš€ Great work by @marcbenedi @angelaqdai
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@MattNiessner
Matthias Niessner
8 months
Tomorrow in our TUM AI - Lecture Series with none other than Robin Rombach (@robrombach), CEO @bfl_ml. He'll talk about "๐…๐‹๐”๐—: Flow Matching for Content Creation at Scale". Live stream: https://t.co/a98JnlnTHb 6pm GMT+1 / 9am PST (Mon Feb 17rd)
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@tkipf
Thomas Kipf
9 months
Germans living abroad: last chance to register for the upcoming election is *tomorrow* (2 Feb 2025): https://t.co/W6v0VYZxzz
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auswaertiges-amt.de
Am 23. Februar 2025 findet die vorgezogene Bundestagswahl statt. Aufgrund der verkรผrzten Fristen bestehen fรผr Deutsche im Ausland jedoch besondere Herausforderungen. Welche Schritte notwendig sind,...
@tkipf
Thomas Kipf
10 months
If youโ€™re German and living abroad: make sure not to miss the deadline for voter registration for the upcoming election. Even if you registered for past elections, you *will probably have to re-register* (deadline: 21 days before the election). The registration form will ask
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@angelaqdai
Angela Dai
9 months
๐Ÿ“ข ScanNet++ v2 Benchmark Release! ๐Ÿ† Test your state-of-the-art models on: ๐Ÿ”น Novel View Synthesis ๐Ÿ“ธโžก๏ธ๐Ÿ–ผ๏ธ ๐Ÿ”น 3D Semantic & Instance Segmentation ๐Ÿค–๐Ÿ”๐Ÿ•ถ๏ธ Shoutout to @chandan__yes and @liuyuehcheng for their incredible work๐Ÿ‘ ๐Ÿš€Check it out: https://t.co/SKCGM23hA0
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@JustusThies
Justus Thies
10 months
My group is looking for motivated PhD students that want to work on the future of digital humans. Within the ERC project 'LeMo: Learning Digital Humans in Motion' there are two open positions: https://t.co/MaNnCFIYV0 https://t.co/zNlBdAnmVH
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@KostasAAA
Kostas Anagnostou
10 months
Great way to expand one's graphics knowledge: Every day grab and read a random graphics paper from https://t.co/BFmNOzCk0F. Even if you struggle to get the specifics, read the abstract or skim over it to learn about its existence and get the gist of a graphics technique.
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@angelaqdai
Angela Dai
10 months
Excited to announce ScanNet++ v2!๐ŸŽ‰ @chandan__yes and @liuyuehcheng have been working tirelessly to bring: ๐Ÿ”น1006 high-fidelity 3D scans ๐Ÿ”น+ DSLR & iPhone captures ๐Ÿ”น+ rich semantics Elevating 3D scene understanding to the next level!๐Ÿš€ w/ @MattNiessner https://t.co/QayR1S8KZZ
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@angelaqdai
Angela Dai
11 months
๐Ÿ“ขDNF: Generating 4D animations with dictionary-based neural fields! @xinyi092298 presents a new dictionary-based neural field for unconditional 4D generation of deforming shapes -- generating motions with high-quality shape and temporal consistency. https://t.co/yAZi2k0PjB
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@MattNiessner
Matthias Niessner
10 months
๐Ÿ“ข๐Ÿ“ข๐†๐€๐…: ๐†๐š๐ฎ๐ฌ๐ฌ๐ข๐š๐ง ๐€๐ฏ๐š๐ญ๐š๐ซ ๐‘๐ž๐œ๐จ๐ง๐ฌ๐ญ๐ซ๐ฎ๐œ๐ญ๐ข๐จ๐ง ๐Ÿ๐ซ๐จ๐ฆ ๐Œ๐จ๐ง๐จ๐œ๐ฎ๐ฅ๐š๐ซ ๐•๐ข๐๐ž๐จ๐ฌ ๐ฏ๐ข๐š ๐Œ๐ฎ๐ฅ๐ญ๐ข-๐ฏ๐ข๐ž๐ฐ ๐ƒ๐ข๐Ÿ๐Ÿ๐ฎ๐ฌ๐ข๐จ๐ง๐Ÿ“ข๐Ÿ“ข We reconstruct animatable Gaussian head avatars from monocular videos captured by commodity devices such as
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@angelaqdai
Angela Dai
10 months
๐Ÿ“ขMeshArt: Generating Articulated Meshes with Structure-guided Transformers @DaoyiGao generates articulated meshes with a hierarchical transformer, modeling articulation-aware structures that guide mesh synthesis. w/ @yawarnihal @craigleili Project: https://t.co/aZPVyn8kQd
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@yawarnihal
Yawar Siddiqui
11 months
Our work Meta 3D AssetGen on 3D shape generation will be presented at #NeurIPS2024, on Thursday afternoon session (12 Dec 4:30 p.m. PST โ€” 7:30 p.m. PST) in East Exhibit Hall A-C, Poster #4609! I won't be attending, but Prof. Andrea Vedaldi will be there. Come say hi!
@yawarnihal
Yawar Siddiqui
1 year
Tired of 3D asset generation approaches with baked in lighting effects? Our latest work, Meta 3D AssetGen, can generate high quality meshes with PBR materials given text prompts in seconds! https://t.co/qmTqYtfU4P The work was done with the amazing GenAI 3D team @AIatMeta
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@manuel_dahnert
Manuel Dahnert
11 months
Learnings: - Formulate single image scene reconstruction as conditional diffusion processes - Learn a generative scene prior by denoising all objects simultaneously leads to more coherent arrangements - Probabilistic diffusion formulation is well suited for ambiguous cases in
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@manuel_dahnert
Manuel Dahnert
11 months
Super happy to present our #NeurIPS paper ๐‚๐จ๐ก๐ž๐ซ๐ž๐ง๐ญ ๐Ÿ‘๐ƒ ๐’๐œ๐ž๐ง๐ž ๐ƒ๐ข๐Ÿ๐Ÿ๐ฎ๐ฌ๐ข๐จ๐ง ๐…๐ซ๐จ๐ฆ ๐š ๐’๐ข๐ง๐ ๐ฅ๐ž ๐‘๐†๐ ๐ˆ๐ฆ๐š๐ ๐ž in Vancouver. Come to our poster #2804 on Wednesday 11am - 2pm in East Exhibit Hall A-C and say hi if you want to learn more about 3D Scene
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@angelaqdai
Angela Dai
11 months
๐Ÿ“ขSceneFactor: Generating & editing 3D indoor scenes from text! @ABokhovkin presents a factored latent diffusion for controllable, large-scale scene synthesis -- decomposed into high-level semantic generation + geometric refinement w/ @QTDSMQ, @shubhtuls https://t.co/WGTw70cKIo
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@YujinChen_cv
Yujin Chen
1 year
We present Mesh2NeRF at #ECCV this afternoon (Wed Oct 2, 16:30 - 18:30). Poster Session: 4 Poster Board ID: 290 Come by and letโ€™s chat about it!
@MattNiessner
Matthias Niessner
1 year
(1/2) Mesh2NeRF: Direct Mesh Supervision for Neural Radiance Field Representation and Generation #ECCV2024! We show a theoretical derivation to create radiance fields directly from meshes. Thus, we can obtain GT training data for generative NeRF methods. https://t.co/GtuVPUPb8h
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@MattNiessner
Matthias Niessner
1 year
(1/2) How to accelerate the reconstruction of 3D Gaussian Splatting? 3DGS-LM replaces the commonly used ADAM optimizer with a tailored Levenberg-Marquardt (LM). => We are ๐Ÿ‘๐ŸŽ% ๐Ÿ๐š๐ฌ๐ญ๐ž๐ซ ๐ญ๐ก๐š๐ง ๐Ÿ‘๐ƒ๐†๐’ for the same quality. https://t.co/F4uB4DpJGt https://t.co/Ju0Y2VxH7z
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@MattNiessner
Matthias Niessner
1 year
Want to work on cutting-edge research in #AI? We have several ๐๐ก๐ƒ & ๐๐จ๐ฌ๐ญ๐ƒ๐จ๐œ ๐จ๐ฉ๐ž๐ง๐ข๐ง๐ ๐ฌ in our Visual Computing & AI Lab in Munich! Topics have a strong focus on GenAI, including 3DGs, NeRFs, Diffusion Models, LLMs, etc. Share & apply :) https://t.co/HWQhI69CZ0
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