PhD @GeorgiaTech • ex-Research Intern @Mila_Quebec @MSFTResearch @DescriptApp @Meta
Joined December 2009
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Alex Fedorov retweeted
a preview of what's coming soon to brainchop - full brain volumetric state of the art models running on your phone!
try it now (comments) and give us a star
Alex Fedorov retweeted
Call for Papers: IEEE MLSP 2026, Atlanta, GA
The 36th IEEE Workshop on Machine Learning for Signal Processing will be held in Atlanta this year. We welcome new work on:
- Multimodal ML and Large Language Models
- Deep Learning and Optimization
- Distributed and Federated Learning
- Applied ML in Healthcare, Finance, Disaster Response, and Neuroscience
Key Dates
- Submission portal opens: April 1, 2026
- Paper deadline: May 15, 2026
- Notification: July 31, 2026
Papers should be six pages, figures and references included. All accepted work will be indexed in IEEE Xplore.
#MLSP2026 #IEEE #MachineLearning #SignalProcessing #CallForPapers
Alex Fedorov retweeted
Calling all researchers in AI, machine learning, and healthcare! 🚀 🏥
We're excited to announce that the 11th iteration of our conference will be hosted at Johns Hopkins in Baltimore in August 2026.
CFP: mlforhc.org/paper-submission
Please share & RT! 1/3
Alex Fedorov retweeted
3D Print Your Brain Using brain2print.org! youtu.be/_etI1yMVegg?si=BPrJ… via @YouTube
Here is a detailed explanation of what we've recently done based on brainchop.org models and niivue. Thanks Andy for the video!
If you missed the brainchop.org demo today at #ISBI2025, no worries - I’ll be back Wed (Apr 16, 13:30–14:30) & Thu (Apr 17, 13:30–14:30). Stop by to try the demo, learn about our latest research and new developments!
if you are at #ISBI20205 today - drop by our demo and talk to Alex @Entodi about brainchop.org and other things we're doing
#ISBI #Neuroscience #WebGL #WebGPU #AI
Alex Fedorov retweeted
This Thursday, @spikedoanz and Armina Fani are at the Southwestern Psychological Association meeting @the_SEPA at the Crowne Plaza Atlanta Perimeter at Ravinia! Come by to learn about brainchop.org and our tools — we'd love to chat if you're around! #SEPA #brainchop
Excited to share that I’ll be presenting my abstract at #ADPD2025 in #Vienna this April 1-5 to explore the latest breakthroughs in #Alzheimers, #Parkinsons, and related neurological disorders. Thank you to the @GoizuetaADRC for their invaluable support.
Alex Fedorov retweeted
🚀 Breakthrough in mobile neuroimaging!
Thanks to @wpmed92, brainchop.org will soon run *full brain* volumetric segmentation on your phone.
🔬Preview: niivue.github.io/niivue-tiny…
(WebGPU browser required)
Meanwhile, check out brainchop.org!
#Neuroimaging #WebGPU
Prompted HyperNetworks? Sounds familiar arxiv.org/abs/1609.09106
Generating ~200 million parameters in just minutes! 🥳
Excited to share our work with @MTDovent , @heisejiasuo96 , and @YangYou1991: 'Recurrent Diffusion for Large-Scale Parameter Generation' (RPG for short).
Example: Obtain customized models using prompts (see below). (🧵1/8)
Honored to have my first pilot proposal funded by Goizueta ADRC @GoizuetaADRC. Looking forward to advancing neurodegenerative disease research using AI.
Alex Fedorov retweeted
🎉Congratulations @MMasoud2021 Mohamed and @FarfallaHu for getting accepted a paper about brainchop.org
Just published in JOSS: 'Brainchop: In-browser MRI volumetric segmentation and rendering' doi.org/10.21105/joss.05098
Alex Fedorov retweeted
Come work with me! Please RT.
Georgia Tech is launching a major new initiative advancing neuroscience, neurotechnology, and our understanding of its societal impacts. We need a program manager to drive this forward, including comms., community, events and programming.
Alex Fedorov retweeted
Happy to announce our paper was accepted to International Conference on Learning Representations #ICLR as top 25%. Check out our arxiv arxiv.org/abs/2205.09235v3
Alex Fedorov retweeted
🧠 Learn about "Brain Chop," a web-based end-to-end solution which performs 3D MRI brain segmentation that's #madeWithTFJS.
This tool is known for its simplicity, privacy preservation, and user-friendly interface. ➡️ goo.gle/3Jbabx0
ALT Black and white image of a brain MRI.
Alex Fedorov retweeted
Single forward pass volumetric model with 104 FreeSurfer ROIs barely fits on most GPUs. @MMasoud2021 made it work in your browser. Atlas models are now on brainchop.org If 104 regions is too large, try the smaller 50-ROI model.
#mri #MadeWithtfjs #neuroimaging #brain
Alex Fedorov retweeted
Today, we unveiled our biggest update ever: a redesign of Descript built around a transformative new way of making video 💥
Storyboard is currently in a closed preview release. Sign up for early access to be one of the first creators to try it: descri.pt/3azn0nQ
1/4
Pleased to be recognized as an outstanding reviewer (top 10%) at ICML 2022 @icmlconf
Alex Fedorov retweeted
My paper on latent factor learning for fMRI data, which seems to outperform ICA and is inspired by LFADs, by @chethan is online now arxiv.org/abs/2205.13640. We replace the latent factors with distributions to encourage disentanglement and temporal independence.