turnersr

Yeah! JEPA seems awesome. Do you mind sharing what other self-supervised methods work better than JEPA?

Do you happen to know other implementations that allow for live updates and metadata filtering like Pinecone?

Awesome work!!!! curious how you handle paragraphs and niche language like federal regulations.

What are your favorite ways to do sentence and paragraph embeddedings and is there a framework you like where you can tune to custom data? Do you find fine tuning your embedding model helpful?

In your review, did you suggest the definition and explanation that they used? In this situation, would have an acknowledgment at the end have been enough? In my mind, it seems like you all had a conversation and the authors took up your suggestions as the reviewer.

I would love to be able to search math and scientific literature. Do you all support LaTex?

Hello,

Thank you for sharing and releasing usable code! Do you know if this would work for GPU based applications? Tensorflow models that are trained on a GPU, for example?

Do you know of any interesting natural ismorphism between the categories you define in your paper and the category of finite-dimensional hilbert spaces? Curious if you have thought about applications to categorical quantum mechanics.

Do you have a reference or example of how this encoding works? Curious about this interpretation of complex numbers. Thanks for sharing!

Do you have a reference for this? Would love to see how this is written down and enforced.

Thank you for this. As someone who who understands linear algebra well, I feel the neural network formalism obfuscates the core meaning of these processes. It's good for describing composition, but not good for understanding the parts in-between.

Looking forward to your take on LSTMs and transforms ;).

Much thanks!

Great contribution.

What does "paired-off coordinates, like (x,v) in mechanics" mean? What is x and v here?

Thanks!

What methods make BERT outdated? Do you have pointers to other options?

What do you mean by those plots currently have different units? Don't they consider the price in dollars as the unit?