
Eric Dexheimer
@eric_dexheimer
PhD student at Dyson Robotics Lab, Imperial College London
ID: 1504116942927540228
http://edexheim.github.io 16-03-2022 15:26:58
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Excited to be at ICML! I'll be presenting a poster on GBP Learning — our approach to train deep networks using Gaussian belief propagation. With Mark van der Wilk and Andrew Davison. Poster #1606 between 11:30-1pm today.




For robot dexterity, a missing piece is general, robust perception. Our new Science Robotics work combines multimodal sensing with neural representations to perceive novel objects in-hand. 🎲 Featured on the cover of the November issue! #ScienceRoboticsResearch 🧵1/9

Introducing MASt3R-SLAM, the first real-time monocular dense SLAM with MASt3R as a foundation. Easy to use like DUSt3R/MASt3R, from an uncalibrated RGB video it recovers accurate, globally consistent poses & a dense map. With Eric Dexheimer*, Andrew Davison (*Equal Contribution)



Visual SLAM has made major success in static scenes — now let’s explore the dynamic world we live in! At #CVPR2025, we introduce 4DTAM, 4D Tracking & Mapping using dynamic surface Gaussians optimized through diff. rendering. muskie82.github.io/4dtam/ w/ Gwangbin Bae Andrew Davison




Well done to Riku and Eric Dexheimer on Best Demo Honourable Mention for MASt3R-SLAM at #CVPR2025. That's 3 best demo awards in the past 2 years at CVPR from our lab! (Gaussian Splatting SLAM won Best Demo in 2024 and SuperPrimitive got Honourable Mention). #DemosNotTables