🚀 Theodora Kontogianni and I will be presenting our work "Need for Speed: Zero‑Shot Depth Completion with Single‑Step Diffusion” at #CVPR #NTIRE on June 4, 16:00–18:00, room 207. 🙋‍♂️Come say hello or explore dtu-pas.github.io/marigold-ssd/ @lanalpa.bsky.social @nandometzger.bsky.social @aicentre.dk

Static neural networks are powerful, but the future of efficient AI lies in Dynamic Neural Networks (DyNNs)—models that adapt their structure or parameters during inference. 🏎️ ↔🐢

Big Marigold update! Last year, we showed how to turn Stable Diffusion 2 into a SOTA depth estimator with a few synthetic samples and 2–3 days on just 1 GPU. Today's release features: 🏎️ 1-step inference 🔢 New modalities 🫣 High resolution 🧨 Diffusers support 🕹️ New demos 🧶👇

Are you interested in joining our group? 🔥🚀

Lazaros Nalpantidis@lanalpa.bsky.social · last yr.

Join us and revolutionize Life Science Lab Automation! 🎓🤖💉 I am hiring a Postdoc in Robotics and Computer Vision for Life Science Laboratory Automation, in Copenhagen, Denmark. Is that you? 🙋‍♀️ efzu.fa.em2.oraclecloud.com/hcmUI/Candid...

I am hiring a Postdoctoral Researcher to work on Computer Vision for Autonomous Robots in Life Science Automation. #ComputerVision #Robotics #LabAutomation Apply here: efzu.fa.em2.oraclecloud.com/hcmUI/Candid...

Postdoc in Autonomous Robots and Perception for Protein Design Laboratories - DTU Electro

As part of a joint research collaboration between DTU and Novo Nordisk, we are looking for a postdoc to join our multidisciplinary research program focusing on the interplay between AI-Protein design,...

efzu.fa.em2.oraclecloud.com

MDEC Challenge update! The 4th Monocular Depth Estimation Workshop at #CVPR2025 will be accepting submissions in two phases: 🚀 Dev phase: Feb 1 - Mar 1 🎯 Final phase: Mar 1 - Mar 21 Website: jspenmar.github.io/MDEC/ 🌐 Codalab: codalab.lisn.upsaclay.fr/competitions... Bring your best depth!

🚀 Our depth completion method SteeredMarigold will be presented at #ICRA2025 🚀. Meet @lanalpa.bsky.social and me in Atlanta between 19-23 May! invt.io/1exb0qqtfdj #robotics #depthcompletion #depthestimation

Join me at IEEE ICRA 2025 from 19-23 May 2025 in Atlanta, Georgia!

Learn more

invt.io

🌟 Exciting News! 🌟 We're thrilled to announce the launch of our website for SteeredMarigold 🚀 steeredmarigold.github.io. Our cutting-edge method helps to overcome limitations of depth sensors by completing missing areas in the depth maps 🤖. The code is coming! #DepthCompletion #DepthEstimation

Our paper “A Survey on Dynamic Neural Networks: from Computer Vision to Multi-modal Sensor Fusion" is out as preprint! By myself, @sscardapane.bsky.social, @rgring.bsky.social and @lanalpa.bsky.social 📄 arxiv.org/abs/2501.07451

A Survey on Dynamic Neural Networks: from Computer Vision to Multi-modal Sensor Fusion

Model compression is essential in the deployment of large Computer Vision models on embedded devices. However, static optimization techniques (e.g. pruning, quantization, etc.) neglect the fact that d...

arxiv.org

Anyone interested in dynamic neural networks? 🧐

Fabio Montello@zioictus.bsky.social · 2y ago

First little project of the year: an awesome collection of papers on Dynamic Neural Networks for Computer Vision and Sensor Fusion! Each paper comes with a brief summary and code link. 👉 github.com/DTU-PAS/awes...

Introducing ⇆ Marigold-DC — our training-free zero-shot approach to monocular Depth Completion with guided diffusion! If you have ever wondered how else a long denoising diffusion schedule can be useful, we have an answer for you! Details 🧵

🔥🔥🔥

Lazaros Nalpantidis@lanalpa.bsky.social · 2y ago

Great to see similar ideas to our own “SteeredMarigold” zero-shot depth completion method! arxiv.org/abs/2409.10202