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You cannot really train all these models to cater to different preferences. Can you have one model that caters to all?

@furongh.bsky.social unveils a technique to customize AI models on-the-fly to user goals, reducing the computational cost of tailoring AI systems to individual needs.

Come to our #NeurIPS #Competition on Erasing The Invisible Workshop on Stress Testing Image Watermarks today, Dec 15, 1:30-4:30pm PST, West Meeting Room 208.

erasinginvisible.github.io/workshop.html

Congratulations to Michael-Andrei Panaitescu-Liess, Zora Che, Bang An, Yuancheng Xu, Pankayaraj Pathmanathan, Souradip Chakraborty, Sicheng Zhu, Tom Goldstein for winning the best paper award at the AdvML Frontiers workshop at #NeurIPS2024.

Paper: arxiv.org/abs/2407.17417

A short thread 👇

I saw a slide circulating on social media last night while working on a deadline. I didn’t comment immediately because I wanted to understand the full context before speaking.

x.com/xwang_lk/sta...

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Thanks for dropping by!

🌟 Excited to be in Vancouver for #NeurIPS2024 next week! 🌟
Let’s connect about:
- Research 🧠:
🔍 watermarks
🤖 LLM alignment & adversarial robustness
🧩 Multi-agent learning & causality in recommendations
📊 Difficulty profiling for benchmarking LLM performance
- PhD openings at UMD 🎓

Leo had the most fascinating chat with AI today! He said things I’ve never heard him say before, like:
🌍 “I live on Earth.”
🐙 Asking if the kraken is real.
🚗💨 “Can Sonic run faster than a car?”
☀️🔥 Comparing meteors to the Sun’s heat.

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I know there are already plenty of tips out there on how to write an effective rebuttal, but I thought I’d share mine as well. I’m not claiming to be an expert or to have a perfect success rate, but I hope these suggestions might be helpful for anyone who could use them.

As I reflect on my journey as a faculty member over the past 7 years, I am overwhelmed with pride and gratitude. What started as a single-student-single-PI lab has blossomed into a vibrant group of almost 20 brilliant PhD students, along with numerous masters and undergraduate students.