Radical Edward (he/him). PhD-ing @Harvard

Joined February 2024
Eddie Berman retweeted
From 2D tracks to 3D tracks... what's next for video motion estimation? 🎬 Check out MoSE3, our new framework for dense, world-space SE(3) motion estimation from monocular video! Beyond where points move, MoSE3 predicts how they move: full 6DoF transformations (rotation + translation) plus motion grouping, for rigid, articulated, and deformable objects. The result is a structured, actionable motion representation for dynamic scenes. It could be useful for robot learning and manipulation.
Excited to share that MoSE3 was accepted as #NeurIPS2026 Spotlight! MoSE3 estimates an SE(3) transform at every pixel from monocular video, all in a shared world coordinate frame and in a single forward pass. It captures rigid, articulated, and deformable motion. 1/
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Eddie Berman retweeted
Excited to announce: In 2027 I'll join the UW Allen School (@UWCSE) in Seattle as tenure-track faculty in Computer Science! My group will advance core geometry processing + 3D AI for visual computing, science, & engineering. I'll be recruiting PhD students in the next cycle!
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Eddie Berman retweeted
I've been unsettled lately. Reading messages or papers feels like dissociating. Everything seems a bit alien, even if it's completely human. I've had a realization: When our simulations finally exited the Uncanny Valley, they brought the Uncanny with them. nsaphra.net/post/uncanny/
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Come check out our event :D
Registration for our 3-day Boston Symmetry / TagDS joint conference is open now! Check out our registration link and event details in thread. There will be contributed posters and talks, an array of invited speakers, a dinner social, and more!
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Eddie Berman retweeted
And here's a few places you can find us during the conference: — Oral talk: @thisismadani with collaborators from NVIDIA and Microsoft Research: "FLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications" (Tue, Jul 7 @ 10:15am, Hall D2) — Workshop: Join @jeffruffolo, @AadyotB, and the Profluent team: "E1: Retrieval-Augmented Protein Encoder Models" (Sat, Jul 11 @ 2:25pm, Room S317) — And our very own @park_jungy will be presenting work from his PhD: "Discovering Symmetry Groups with Flow Matching" (Wed, Jul 8 @ 5pm, Hall A #3010) and "Smoothness Errors in Dynamics Models and How to Avoid Them" (Thu, Jul 9 @ 2:30pm, Hall A #2200)
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I'll be @icmlconf presenting our work Smoothness Errors in Dynamics Models and How to Avoid Them, with Luisa Li, @park_jungy , and @RobinSFWalters !! Come see our poster #2200 , july 9th, 2:30 PM – 4:15 PM, hall A. Links to paper, website, and code in thread!
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In our work, we prove an approximation error lower bound to understand how these unitary layers can be overconstraining. We develop a constraint relaxation, and show that it excels for solving diffusive dynamics where smoothness is not preseved.
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We also extent the entire framework from graphs to meshes, broadening our applicability to real engineering cases.
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Eddie Berman retweeted
(1/8) Happy to share that our paper LieFlow has been accepted to #ICML2026. Symmetry is a strong inductive bias in ML, but you have to know the symmetry in advance. Can a model discover it directly from data, for both discrete and continuous groups? 🧵
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Eddie Berman retweeted
Replying to @bostonsymmetry
@bostonsymmetry is hosting a poster session (4-5:30pm) + social on Tuesday, June 9th, at Northeastern! All are welcome to come chat about geometry, symmetries, + AI! Location: Raytheon Amphitheater, maps.app.goo.gl/oDZc3Rw7iN4q… Register here: neu.co1.qualtrics.com/jfe/fo…
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Come check it out!! :D
We are planning a poster day event at northeastern u in the Raytheon amphitheater, coinciding with a visit from the wasp geometric ml reading group from Sweden! The event will take place June 9, further details on registration, start time, and a dinner social are forthcoming!
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Eddie Berman retweeted
We’re hiring Research Scientist Interns at @reactorworld in SF to work on open problems in world modeling. Open to PhD students — you’ll have serious compute, mentorship from senior researchers, and our full support to publish at top venues. Application link below!
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Eddie Berman retweeted
We are thrilled to announce the next conference in the TAG community— a collaborative conference brought to you by TAG-DS x Boston Symmetry Group— the 2026 Boston TAG-Party! Join us August 18-20 at Northeastern to rally behind “No AI without mathematical representation!”
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Symmetry in Neural Network Parameter Spaces Bo Zhao, Robin Walters, Rose Yu. Action editor: Jeffrey Pennington. openreview.net/forum?id=jLpW… #symmetry #symmetries #deep
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Eddie Berman retweeted
AstroAI was present last week at #NeurIPS in San Diego. We brought 8 papers to the conference, had good tacos, and made great new friends! Remember, we are hiring! Get in touch at astroai.cfa.harvard.edu/
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Eddie Berman retweeted
It's finally here! We've just released all of our COSMOS-Web images and catalogs, along with an interactive viewer where you can explore the data! Check it out at: cosmos2025.iap.fr/
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