Martin Oswald
@martin-r-oswald.bsky.social
1.3K followers 230 following 18 posts
Doing research in 3D computer vision! Assist. Prof. @UvA Amsterdam | Prev. ETH Zurich | TUM
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Reposted by Martin Oswald
ericzzj.bsky.social
Visual Odometry with Transformers

@vyuga3d.bsky.social, Duy-Kien Nguyen, Theo Gevers, @cgmsnoek.bsky.social, @martin-r-oswald.bsky.social

tl;dr: DUSt3R encoder->image token embeddings (+camera embeddings)->time/space attention decoder->rotation+translation

arxiv.org/abs/2510.03348
Reposted by Martin Oswald
ericzzj.bsky.social
ProDyG: Progressive Dynamic Scene Reconstruction via Gaussian Splatting from Monocular Videos

Shi Chen, Erik Sandström, Sandro Lombardi, Siyuan Li, @martin-r-oswald.bsky.social

tl;dr: Splat-SLAM+SAM2->tracking; Motion Scaffolds+GS->dynamic

arxiv.org/abs/2509.17864
Reposted by Martin Oswald
ericzzj.bsky.social
MCGS-SLAM: A Multi-Camera SLAM Framework Using Gaussian Splatting for High-Fidelity Mapping

Zhihao Cao, Hanyu Wu, Li Wa Tang, Zizhou Luo, Zihan Zhu, Wei Zhang, @marcpollefeys.bsky.social, @martin-r-oswald.bsky.social

tl;dr: in title

arxiv.org/abs/2509.14191
Reposted by Martin Oswald
martin-r-oswald.bsky.social
Want more visibility for your SLAM-related paper at #ICCV2025?

Submit to the Nectar Track of our Neural SLAM workshop before Sep. 15!

We welcome any recently published high-quality papers (ICCV, CVPR, NeurIPS, Arxiv, etc.)!

🌐 More info: sites.google.com/view/neuslam...
martin-r-oswald.bsky.social
Want more visibility for your SLAM-related paper at #ICCV2025?

Submit to the Nectar Track of our Neural SLAM workshop before Sep. 15!

We welcome any recently published high-quality papers (ICCV, CVPR, NeurIPS, Arxiv, etc.)!

🌐 More info: sites.google.com/view/neuslam...
martin-r-oswald.bsky.social
We have extended the submission deadline for the proceedings track to July 5!

#ICCV2025 NeuSLAM Workshop

sites.google.com/view/neuslam...
martin-r-oswald.bsky.social
Your #ICCV2025 paper got rejected? Give it another try and submit to our proceedings track!

Your #ICCV2025 paper got accepted? Congrats! Give it even more visibility by joining our nectar track.

More info: sites.google.com/view/neuslam...
Reposted by Martin Oswald
ericzzj.bsky.social
Gaussian Mapping for Evolving Scenes

@vyuga3d.bsky.social, Thies Kersten, @lucacarlone.bsky.social, Theo Gevers, @martin-r-oswald.bsky.social, Lukas Schmid

tl;dr: semantic consistency->3DGS->environment changes; covisibility-bsed keyframe management->mask stale areas

arxiv.org/abs/2506.06909
Reposted by Martin Oswald
ericzzj.bsky.social
SceneSplat++: A Large Dataset and Comprehensive Benchmark for Language Gaussian Splatting

Mengjiao Ma, Qi Ma, Yue Li, Jiahuan Cheng, Runyi Yang, Bin Ren, Nikola Popovic, Mingqiang Wei, Nicu Sebe, Luc Van Gool, Theo Gevers, @martin-r-oswald.bsky.social, Danda Pani Paudel

arxiv.org/abs/2506.08710
Reposted by Martin Oswald
vyuga3d.bsky.social
Introducing “Gaussian Mapping of Evolving Scenes”! We present an RGBD mapping system with novel view synthesis capabilities that accurately reconstruct scenes that change over time
vladimiryugay.github.io/game/
Reposted by Martin Oswald
ericzzj.bsky.social
ToF-Splatting: Dense SLAM using Sparse Time-of-Flight Depth and Multi-Frame Integration

Andrea Conti, @mattpoggi.bsky.social, Valerio Cambareri,
@martin-r-oswald.bsky.social, Stefano Mattoccia

arxiv.org/abs/2504.16545
Reposted by Martin Oswald
ericzzj.bsky.social
ODHSR: Online Dense 3D Reconstruction of Humans and Scenes from Monocular Videos

Zetong Zhang, Manuel kaufmann, @lixinxue.bsky.social, Jie Song, @martin-r-oswald.bsky.social

tl;dr: human shape & pose priors from SMPL+monocular geometric prior from DAv2+GS SLAM

arxiv.org/abs/2504.13167
Reposted by Martin Oswald
3dvconf.bsky.social
Keynote3 -- From Seeing to Doing: Ascending the Ladder of Visual Intelligence

By Fei-Fei Li @drfeifei.bsky.social
from Stanford & World Labs

Checkout worldlabs.ai
martin-r-oswald.bsky.social
What a great line-up of experts to listen to like a "lunch podcast" on 3D Vision topics.
Lunch break with podium discussion at #3DV2025.
@3dvconf.bsky.social
martin-r-oswald.bsky.social
Third and last Q&A session of the Nectar Track at #3DV2025.
Thanks to all the speakers!
@3dvconf.bsky.social
Reposted by Martin Oswald
dimadamen.bsky.social
Both keynotes @3dvconf.bsky.social from Google Deepmind star researchers @jonbarron.bsky.social and @snavely.bsky.social were a joy to attend.
They both showed that 10+years of focused research on your passion problem are needed to make a real difference.
Research needs creativity!
martin-r-oswald.bsky.social
Second Q&A session of the Nectar Track at #3DV2025.
@3dvconf.bsky.social
Reposted by Martin Oswald
3dvconf.bsky.social
Keynote2: Reconstructing Everything

By Noah Snavely (@snavely.bsky.social )
from Cornell Tech & Google Deepmind

Noah Snavely: cs.cornell.edu/~snavely/
martin-r-oswald.bsky.social
Impressions of the Nectar Track Session at #3DV2025 which provides great 3D Vision works additional visibility.
The first 4 speakers and session chair Or Litany during the Q&A session.
@3dvconf.bsky.social
martin-r-oswald.bsky.social
Exiting keynote talk on "Reconstructing Everything" by Noah Snavely (@snavely.bsky.social) at #3DV2025 today.
@3dvconf.bsky.social
Reposted by Martin Oswald
3dvconf.bsky.social
The Best paper Honorable Mention Award goes to MeshUp!

#3DV2025
Reposted by Martin Oswald
3dvconf.bsky.social
Best Paper Award #3DV2025 goes to "An object is Worth 64x64 Pixels"!
Reposted by Martin Oswald
ericzzj.bsky.social
Splat-LOAM: Gaussian Splatting LiDAR Odometry and Mapping

Emanuele Giacomini, Luca Di Giammarino, Lorenzo De Rebotti, Giorgio Grisetti, @martin-r-oswald.bsky.social

tl;dr: LiDAR measurements->spherical projection->image-like representation->2DGS

arxiv.org/abs/2503.17491