Olaya Álvarez Tuñón

@olayatu.bsky.social

PhD in deep learning algorithms for underwater visual localization. Things I like: robots, art, birds. Things i don't like: social media taken over by bots.

A big thank you to everyone who visited our poster today! It was great to share our progress on building the foundations of an AI-based monocular visual odometry system and to exchange ideas with so many interested researchers and engineers 😊 #ICRA2026

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Just arrived at #ICRA2026! Today I'll be attending the S2S Workshop in Hall C1. My poster will be presented at 10:20 (first coffee break ☕), where I'll be sharing some of my research on underwater monocular visual odometry. Feel free to stop by and say hi! 😃

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STORM: Nvidia paper to directly regress 3D Gaussians + velocities from AV sensor data. Instead of fitting 3D Gaussians to a scene (~30 mins), reconstructs in one forward pass (~200ms).

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I. My survey paper: "Monocular visual simultaneous localization and mapping:(r)evolution from geometry to deep learning-based pipelines" This paper served me as a study of vSLAM and laid the foundations of my research. Maybe it can help you too! 📄 Paper and code: paperswithcode.com/paper/monocu...

Papers with Code - Monocular visual simultaneous localization and mapping:(r) evolution from geometry to deep learning-based pipelines

Implemented in one code library.

paperswithcode.com