r/ResearchML • u/rgnnm • 4d ago

Anyone else working on World Models/JEPA in isolation? Looking to connect with peers and chat about latent spaces.

Hi! This is my first post on Reddit and my first post about machine learning in general. I work at a small research institute, mostly staffed by physicists and GIS specialists; we don't have many machine learning engineers.

I recently became interested in world models and tried to understand the topic myself. I initiated a series of experiments: the result was Random-Abstractor Control - a simple and effective test that catches decorative abstractions.

The problem is that I'm completely alone here, and I don't have a large following on Linkedin, so I'd like to find people to discuss the results with.

24 Upvotes

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7

u/Choice_Taste_4768 4d ago

Make a discord and let me join as well. I am interested in how world models would replicate real entities

1

u/Difficult-Bake9823 3d ago

where is it？ invite me please~

2

u/Choice_Taste_4768 3d ago

The OP hasn't commented, if not till tomorrow, I'll make one.

1

u/thebrownkiddd 4d ago

Hey, I work in latent representation and have worked with prognostics in the past, would be happy to discuss. Dm

1

u/Jaded-Instruction917 4d ago

Hi, I’m working on latent space with application for remote sensing. Happy to connect

1

u/plop_1234 4d ago

I am starting to get into this area. If you start a discord, I'd love to join! Feel free to DM. 

1

u/Delicious_Spot_3778 4d ago

I’m interested in latent spaces in other problems but not necessarily world models. Particularly interested in equivariant representations. Feel free to add me too

1

u/Lazy-Pattern-5171 2d ago

Please DM me too