Sadra is on 🔥 this week 🧿 we present FlowIt: Global Matching for Optical Flow with Confidence-Guided Refinement arxiv.org/abs/2603.28759 as someone who published her first flow paper 10 years ago, I cannot believe how good these results are:

Sadra released the code for WarpRF 🚀 a training-free uncertainty quantification framework for radiance fields based on multi-view consistency, without training or any changes to the model.

#CVPR2026 One more week to submit your work to the Embedded Vision Workshop @ CVPR! @cvprconference.bsky.social (new deadline: March 11) Info at: embeddedvisionworkshop.wordpress.com

#CVPR2026 Bad luck at the main conference or findings? Submit to the Embedded Vision Workshop @ CVPR! Deadline: March 4 More info at embeddedvisionworkshop.wordpress.com

Introducing StereoSpace -- our new end-to-end method for turning photos into stereo images without explicit geometry or depth maps. This makes it especially robust with thin structures and transparencies. Try the demo below

Aloha! If you are interested in some of the latest advances of stereo (or are still jetlagged like me) I'm giving a talk at the Embedded Vision Workshop at 9am!

DINO-SLAM: DINO-informed RGB-D SLAM for Neural Implicit and Explicit Representations Ziren Gong, Xiaohan Li, Fabio Tosi, Youmin Zhang, Stefano Mattoccia, Jun Wu, @mattpoggi.bsky.social tl;dr: DINO enhances NeRF/3DGS SLAM arxiv.org/abs/2507.19474

Ov3R: Open-Vocabulary Semantic 3D Reconstruction from RGB Videos Ziren Gong, Xiaohan Li, Fabio Tosi, Jiawei Han, Stefano Mattoccia, Jianfei Cai, @mattpoggi.bsky.social tl;dr: CLIP->SLAM3R; CLIP+DINO+CG3D->2D-3D fused descriptor arxiv.org/abs/2507.22052

🍸🍸The TRICKY25 challenge: "Monocular Depth from Images of Specular and Transparent Surfaces" is live! 🍸🍸 Hosted at the 3rd TRICKY workshop #ICCV2025, with exciting speakers! @obukhov.ai @taiyasaki.bsky.social Site: sites.google.com/view/iccv25t... Codalab: codalab.lisn.upsaclay.fr/competitions...

A few hours to recover from #CVPR2025 rebuttals... then the 4th MDEC starts! Dev phase opens tomorrow, with some nice updates!

If the salute can't convince you that you should not support any of his businesses, I don't know what will.

The 4th Monocular Depth Estimation Challenge (MDEC) is coming to #CVPR2025, and I’m excited to join the org team! After 2024’s breakthroughs in monodepth driven by generative model advances in transformers and diffusion, this year's focus is on OOD generalization and evaluation.

#BMVC2024 BEST POSTER AWARD “Self-Evolving Depth-Supervised 3D Gaussian Splatting from Rendered Stereo Pairs” Sadra Safadoust, Fabio Tosi, 🌟 @fguney.bsky.social, @mattpoggi.bsky.social arxiv.org/pdf/2409.07456

Sadra and I will be in Glasgow for the next few days, presenting our work with Matteo and Fabio at #BMVC tomorrow. I will be visiting some friends in Edinburgh afterwards and give a talk on Friday, looking forward to it all! last time I visited Scotland was in August, I cannot imagine late Nov 😅