Christian Wolf
@chriswolfvision.bsky.social
Principal Scientist at Naver Labs Europe, Lead of Spatial AI team. AI for Robotics, Computer Vision, Machine Learning. Austrian in France. https://chriswolfvision.github.io/www/
Fatma Guney on thinking fast and slow for autonomous driving: how to combine bigger models with higher latency with smaller models with lower latency by forecasting rich but stale features to the future.
AI 4 Robotics Workshop at @naverlabseurope.bsky.social
AI 4 Robotics Workshop at @naverlabseurope.bsky.social
November 20, 2025 at 2:40 PM
Fatma Guney on thinking fast and slow for autonomous driving: how to combine bigger models with higher latency with smaller models with lower latency by forecasting rich but stale features to the future.
AI 4 Robotics Workshop at @naverlabseurope.bsky.social
AI 4 Robotics Workshop at @naverlabseurope.bsky.social
Donghwan Lee presents the AI for robotics activities of Naver Labs Korea, here for example the smartphone based AR navigation application released to the general public recently, which is based on digital twins and visual localization.
AI 4 Robotics Workshop at @naverlabseurope.bsky.social.
AI 4 Robotics Workshop at @naverlabseurope.bsky.social.
November 20, 2025 at 1:53 PM
Donghwan Lee presents the AI for robotics activities of Naver Labs Korea, here for example the smartphone based AR navigation application released to the general public recently, which is based on digital twins and visual localization.
AI 4 Robotics Workshop at @naverlabseurope.bsky.social.
AI 4 Robotics Workshop at @naverlabseurope.bsky.social.
Cordelia Schmid on learning manipulation: combining 3D models, diffusion and LLMs, and also how to integrate a critic of the planning process.
AI 4 Robotics workshop at @naverlabseurope.bsky.social
AI 4 Robotics workshop at @naverlabseurope.bsky.social
November 20, 2025 at 11:48 AM
Cordelia Schmid on learning manipulation: combining 3D models, diffusion and LLMs, and also how to integrate a critic of the planning process.
AI 4 Robotics workshop at @naverlabseurope.bsky.social
AI 4 Robotics workshop at @naverlabseurope.bsky.social
Andrea Vedaldi talks about 4D reconstruction, leveraging 4D generation, but also representations based on dynamic point maps which encode points for different viewpoints AND different time steps.
AI 4 Robotics workshop at @naverlabseurope.bsky.social
AI 4 Robotics workshop at @naverlabseurope.bsky.social
November 20, 2025 at 11:21 AM
Andrea Vedaldi talks about 4D reconstruction, leveraging 4D generation, but also representations based on dynamic point maps which encode points for different viewpoints AND different time steps.
AI 4 Robotics workshop at @naverlabseurope.bsky.social
AI 4 Robotics workshop at @naverlabseurope.bsky.social
Marc Pollefeys talks about Global SfM meeting feedforward reconstruction, targeting scenes with a high number of hops between cameras to cover the entire scene (and many other Spatial AI contributions)
@marcpollefeys.bsky.social
AI 4 Robotics Workshop at @naverlabseurope.bsky.social
@marcpollefeys.bsky.social
AI 4 Robotics Workshop at @naverlabseurope.bsky.social
November 20, 2025 at 9:34 AM
Marc Pollefeys talks about Global SfM meeting feedforward reconstruction, targeting scenes with a high number of hops between cameras to cover the entire scene (and many other Spatial AI contributions)
@marcpollefeys.bsky.social
AI 4 Robotics Workshop at @naverlabseurope.bsky.social
@marcpollefeys.bsky.social
AI 4 Robotics Workshop at @naverlabseurope.bsky.social
Andrew Davison presents his vision of the computational structures of Spatial AI.
AI 4 Robotics Workshop
AI 4 Robotics Workshop
November 20, 2025 at 8:58 AM
Andrew Davison presents his vision of the computational structures of Spatial AI.
AI 4 Robotics Workshop
AI 4 Robotics Workshop
Martin Humenberger kicks off Naver Labs Europe's 4th AI for Robotics Workshop in Meylan, France, talking about DUSt3R, MASt3R, MUSt3R etc.
europe.naverlabs.com/updates/ai4r...
@naverlabseurope.bsky.social
@martinhumenberger.bsky.social
europe.naverlabs.com/updates/ai4r...
@naverlabseurope.bsky.social
@martinhumenberger.bsky.social
November 20, 2025 at 8:27 AM
Martin Humenberger kicks off Naver Labs Europe's 4th AI for Robotics Workshop in Meylan, France, talking about DUSt3R, MASt3R, MUSt3R etc.
europe.naverlabs.com/updates/ai4r...
@naverlabseurope.bsky.social
@martinhumenberger.bsky.social
europe.naverlabs.com/updates/ai4r...
@naverlabseurope.bsky.social
@martinhumenberger.bsky.social
The warm wind blowing into France coming from Africa last week finally left and Winter has arrived here as well. Commuting with the bicyle at -1°C 🥶
November 19, 2025 at 6:17 AM
The warm wind blowing into France coming from Africa last week finally left and Winter has arrived here as well. Commuting with the bicyle at -1°C 🥶
This would also not be the first time that a movie or series was ruined by making it more "relatable". I tried to watch "Rematch" on Disney+, on the chess matches between Kasparov vs. Deep Blue. Whenever Deep Blue is thinking, C++ code is scrolling very quickly over the screen 🤦
November 17, 2025 at 2:44 PM
This would also not be the first time that a movie or series was ruined by making it more "relatable". I tried to watch "Rematch" on Disney+, on the chess matches between Kasparov vs. Deep Blue. Whenever Deep Blue is thinking, C++ code is scrolling very quickly over the screen 🤦
An LLM generated paper has been submitted multiple times and one of the submissions has 2x rating "8" and fortunately a 0. It was desk-rejected from ICLR.
More info is available and searchable but I don't want to shame the authors publicly. But yes, this is very wrong! Also having multiple 8s !!
More info is available and searchable but I don't want to shame the authors publicly. But yes, this is very wrong! Also having multiple 8s !!
November 14, 2025 at 5:38 PM
An LLM generated paper has been submitted multiple times and one of the submissions has 2x rating "8" and fortunately a 0. It was desk-rejected from ICLR.
More info is available and searchable but I don't want to shame the authors publicly. But yes, this is very wrong! Also having multiple 8s !!
More info is available and searchable but I don't want to shame the authors publicly. But yes, this is very wrong! Also having multiple 8s !!
Je suis tombé sur un ancien post fait sur l'autre site quand j'avais un moment d' .... inspiration ...
November 12, 2025 at 5:39 PM
Je suis tombé sur un ancien post fait sur l'autre site quand j'avais un moment d' .... inspiration ...
You are not the only one who had that thought, @fguney.bsky.social seems to share this 😂 (and me too).
This should also be called "l'appel de la catastrophe" ...
This should also be called "l'appel de la catastrophe" ...
November 12, 2025 at 7:04 AM
You are not the only one who had that thought, @fguney.bsky.social seems to share this 😂 (and me too).
This should also be called "l'appel de la catastrophe" ...
This should also be called "l'appel de la catastrophe" ...
4. I also plug-in some of our own Figures mixing 3D vs 2D:
arxiv.org/abs/2507.01667
openaccess.thecvf.com/content_cvpr...
arxiv.org/abs/2307.16710
arxiv.org/abs/2507.01667
openaccess.thecvf.com/content_cvpr...
arxiv.org/abs/2307.16710
November 10, 2025 at 7:10 PM
4. I also plug-in some of our own Figures mixing 3D vs 2D:
arxiv.org/abs/2507.01667
openaccess.thecvf.com/content_cvpr...
arxiv.org/abs/2307.16710
arxiv.org/abs/2507.01667
openaccess.thecvf.com/content_cvpr...
arxiv.org/abs/2307.16710
3. I also appreciate when 3D is mixed with 2D in a helpful way, as often stuff IS 3D: either because of 3D vision, or just because of different tensor dims.
arxiv.org/abs/2402.14817
(Cameras as rays by CMU, ICLR 2024)
arxiv.org/abs/2402.14817
(Cameras as rays by CMU, ICLR 2024)
November 10, 2025 at 7:10 PM
3. I also appreciate when 3D is mixed with 2D in a helpful way, as often stuff IS 3D: either because of 3D vision, or just because of different tensor dims.
arxiv.org/abs/2402.14817
(Cameras as rays by CMU, ICLR 2024)
arxiv.org/abs/2402.14817
(Cameras as rays by CMU, ICLR 2024)
2. Colors: that's surely subjective, but I think you can't go wrong with pastel, it's the least aggressive.
arxiv.org/abs/2504.14151
(Nice paper by FAIR/Meta, but I think the Figure could have had some more details on where Q,K,Vs go)
arxiv.org/abs/2504.14151
(Nice paper by FAIR/Meta, but I think the Figure could have had some more details on where Q,K,Vs go)
November 10, 2025 at 7:10 PM
2. Colors: that's surely subjective, but I think you can't go wrong with pastel, it's the least aggressive.
arxiv.org/abs/2504.14151
(Nice paper by FAIR/Meta, but I think the Figure could have had some more details on where Q,K,Vs go)
arxiv.org/abs/2504.14151
(Nice paper by FAIR/Meta, but I think the Figure could have had some more details on where Q,K,Vs go)
So, I like a couple of things.
1. When architecture information is combined with a Figure showing what actually happens with the data:
1. When architecture information is combined with a Figure showing what actually happens with the data:
November 10, 2025 at 7:10 PM
So, I like a couple of things.
1. When architecture information is combined with a Figure showing what actually happens with the data:
1. When architecture information is combined with a Figure showing what actually happens with the data:
A new model for human mesh recovery, high-performing and w/o using any 3D scans, has been published by my excellent colleagues at @naverlabseurope.bsky.social. Excellent work!
November 6, 2025 at 11:37 AM
A new model for human mesh recovery, high-performing and w/o using any 3D scans, has been published by my excellent colleagues at @naverlabseurope.bsky.social. Excellent work!
Early morning train rides often provide spectacular views.
(between Lyon and Grenoble).
(between Lyon and Grenoble).
November 4, 2025 at 7:45 AM
Early morning train rides often provide spectacular views.
(between Lyon and Grenoble).
(between Lyon and Grenoble).
Well played, #NeurIPS2025 video recording software (SlideLive)
😂
😂
November 3, 2025 at 6:01 PM
Well played, #NeurIPS2025 video recording software (SlideLive)
😂
😂
The arxiv link: arxiv.org/abs/2510.26443
October 31, 2025 at 12:10 PM
The arxiv link: arxiv.org/abs/2510.26443
PointSt3R: Point Tracking through 3D Grounded Correspondence
R. Guerrier, @adamharley.bsky.social, @dimadamen.bsky.social
Bristol/Meta
rhodriguerrier.github.io/PointSt3R/
R. Guerrier, @adamharley.bsky.social, @dimadamen.bsky.social
Bristol/Meta
rhodriguerrier.github.io/PointSt3R/
October 31, 2025 at 9:22 AM
PointSt3R: Point Tracking through 3D Grounded Correspondence
R. Guerrier, @adamharley.bsky.social, @dimadamen.bsky.social
Bristol/Meta
rhodriguerrier.github.io/PointSt3R/
R. Guerrier, @adamharley.bsky.social, @dimadamen.bsky.social
Bristol/Meta
rhodriguerrier.github.io/PointSt3R/
For a computer vision researcher this is pure gold.
October 28, 2025 at 2:44 PM
For a computer vision researcher this is pure gold.
The first movie projector by the Lumière brothers in Lyon (musée lumière à Lyon).
October 28, 2025 at 2:15 PM
The first movie projector by the Lumière brothers in Lyon (musée lumière à Lyon).
The final boss of our house.
October 28, 2025 at 1:05 PM
The final boss of our house.