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Marcus Brubaker

@marcusabrubaker.bsky.social
2.7K followers 1.2K following 14 posts

Research Scientist@Google DeepMind Assoc Prof@York University, Toronto mbrubake.github.io Research: Computer Vision and Machine Learning, esp generative models. Applications: CryoEM (cryoSPARC), Statistics (Stan), Forensics, and more

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Marcus Brubaker @marcusabrubaker.bsky.social · 24/06/2025
Ever wonder why SGD, which works so well for ab initio cryo-EM, never seems to get to high resolution on its own? Well, we have the answer: conditioning!
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Marcus Brubaker @marcusabrubaker.bsky.social · 05/03/2025
Calling all PhD students in vision/ML interested in working with a great team (+me!) at GDM doing cutting edge research in 3D computer vision and generative models!
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Marcus Brubaker @marcusabrubaker.bsky.social · 15/12/2024
Congratulations to Shayan for a great job presenting our work at the poster on Friday and in a talk @workshopmlsb.bsky.social today!
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Marcus Brubaker @marcusabrubaker.bsky.social · 13/12/2024
Come check out our work on semi-amortized inference for cryoEM today at NeurIPS! 📅 Friday, Dec 13, 11 AM - 2 PM 📌 East Exhibit Hall A-C, Poster #1105 Paper: arxiv.org/abs/2406.10455 Website: shekshaa.github.io/semi-amortized-cryoem/ With: Shayan Shekarforoush, David Lindell and David Fleet
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Marcus Brubaker @marcusabrubaker.bsky.social · 10/12/2024
Heading to Vancouver for #NeurIPS this week. If you're around and interested in catching up, feel free to DM me!
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Marcus Brubaker @marcusabrubaker.bsky.social · 03/12/2024
Ever tried to run COLMAP or other SfM pipeline only to have it fail due to movement in the video? Check out our new work exploring on how detect and mask dynamic objects!
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Reposted by Marcus Brubaker
Mathurin Massias @mathurinmassias.bsky.social · 27/11/2024
Anne Gagneux, Ségolène Martin, @quentinbertrand.bsky.social Remi Emonet and I wrote a tutorial blog post on flow matching: dl.heeere.com/conditional-... with lots of illustrations and intuition! We got this idea after their cool work on improving Plug and Play with FM: arxiv.org/abs/2410.02423
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Reposted by Marcus Brubaker
Kosta Derpanis @csprofkgd.bsky.social · 21/11/2024
😅
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Reposted by Marcus Brubaker
Michael J. Black @michael-j-black.bsky.social · 20/11/2024
For those who missed this post on the-network-that-is-not-to-be-named, I made public my "secrets" for writing a good CVPR paper (or any scientific paper). I've compiled these tips of many years. It's long but hopefully it helps people write better papers. perceiving-systems.blog/en/post/writ...
perceiving-systems.blog
Writing a good scientific paper
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Reposted by Marcus Brubaker
Kosta Derpanis @csprofkgd.bsky.social · 21/11/2024
📢 Research Opportunities! We’re seeking highly motivated postdocs & PhD students to dive into groundbreaking #ComputerVision research, exploring the future of 3D/4D neural rendering. 1/3
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Reposted by Marcus Brubaker
lebellig @lebellig.bsky.social · 18/11/2024
I created 3 introductory notebooks on Flow Matching models to help get started with this exciting topic! ✨ 1. Annotated Flow Matching paper: github.com/gle-bellier/... 2. Discrete Flow Matching: github.com/gle-bellier/... 3. Minimal FM in Jax: github.com/gle-bellier/...
github.com
GitHub - gle-bellier/flow-matching: Annotated Flow Matching paper
Annotated Flow Matching paper. Contribute to gle-bellier/flow-matching development by creating an account on GitHub.
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Reposted by Marcus Brubaker
Aaron Hertzmann @aaronhertzmann.com · 11/11/2024
6 years ago, in the days of GAN art, I wrote an article called "Can Computers Create Art?", arguing that computers should not be considered artists, regardless of how good image generation gets. People sometimes ask if my views have changed. I say, 1/🧵 www.mdpi.com/2076-0752/7/...
mdpi.com
Can Computers Create Art?
This essay discusses whether computers, using Artificial Intelligence (AI), could create art. First, the history of technologies that automated aspects of art is surveyed, including photography and an...
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Reposted by Marcus Brubaker
Aaron Hertzmann @aaronhertzmann.com · 19/08/2024
Here's my the talk for the #SIGGRAPH 2024 Computer Graphics Achievement award, about my experiences in painting, computer graphics and the science of art. And how so much art and research are unplanned and unpredictable. www.youtube.com/watch?v=ehgj... aaronhertzmann.com/2024/08/19/j...
youtube.com
SIGGRAPH 2024 Award Talk: My journey in art and computing (so far)
YouTube video by Aaron Hertzmann
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Reposted by Marcus Brubaker
Walter Scheirer @wjscheirer.bsky.social · 10/06/2024
The Computer Vision Foundation open access proceedings team is proud to announce that the #CVPR2024 proceedings is now online: Main conference: openaccess.thecvf.com/CVPR2024 Workshops: openaccess.thecvf.com/CVPR2024_wor... Enjoy and I'll see all of you in Seattle!
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