Randall Balestriero
@randall_balestr
AI Researcher: From theory to practice (and back)
Postdoc @MetaAI with @ylecun
PhD @RiceUniversity with @rbaraniuk
Masters @ENS_Ulm @Paris_Sorbonne
242 Following 6.6K Followers
If you missed our opening remarks:
- 4th world modeling workshop: Aspen, CO, February, world models for physics,
- 1st world modeling conference: Bay Area, CA, May,
In collaboration with @ylecun @LambdaAPI @amilabs and more TBA!
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We are 18 hours away from the World Modeling Workshop!
Quick things:
- for the latest infos and the YouTube livestream link (free and open to everyone)
- >= 2 annoucements during opening remarks
- amazing lineup of speakers/attendees
See you soon!
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SIGReg for pretraining Video Foundation Models! Our LeVJEPA opens many doors...
- stable recipe with a simple loss (sigreg + prediction)
- no tubelet, frame aggregation, EMA, stop-gradient, ....
- 20X more FLOP efficient than VJEPA1/2 pretraining
- open source + reproducible
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It's a bird, it's a plane, it's a JEPA! Congrats on that great work that brought SIGReg and JEPAs to the sky--in the real world! Check out the paper!
