2 min readfrom Machine Learning

Anybody working on Test Time Training over here? Lemme work with u pls [D]

I'm an undergrad student who got a taste of research. I love it. I currently have a draft, which me and my mentor have planned for TMLR, and plan to submit it by next month for the first round of review. It was some work on self explanation methods of LLM models. We are confident that it'll get accepted (I hope it does, I've put a lotta hours polishing it into making it a good accept :_) ).

I'm very, very interested in TTT. I've got a strong feeling that this is gonna be the big thing in 2-3 years. Is there anyone here working on this, who can hopefully provision me compute beyond my own laptop? I believe I'll be a good RA to you. We can talk over DMs if someone out there is looking for help :)

PS, I can spill some beans about the XAI paper if you wanna discuss, but only limited to how much I'm allowed to say before submission.

Context: I'm an undergrad in an non-elite uni in India (tier 2 we call it here). The lit review, the idea, the work, the results, the drafting, the funding, everything was done by me. After this (hopefully) gets accepted to TMLR, I'm not sure where to proceed. There isn't room for me to aim higher or get direction in my own uni, so I'm trying my luck here, that someone gives me some direction and an opportunity. I'm not crazy smart, but I learn quick, and can put a lot of hours (12+ a day) once I get deep into it. Thanks for reading all this :)

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Tagged with

#Test Time Training (TTT)
#LLM Models
#Self-Explanation Methods
#XAI (Explainable AI)
#TMLR (Transactions on Machine Learning Research)
#Research
#Undergraduate
#Compute
#RA (Research Assistant)
#Machine Learning
#India
#Tier 2 University
#Draft
#Lit Review
#Funding
#Review
#Results
#Polishing
#Direction
#Opportunity