Polo Data Club
@PoloDataClub
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Polo Club of Data Science at @georgiatech. Scalable Interactive Data Analytics. Visit homepage for info on club members, project and more! @gtcomputing @gtcse
Atlanta, GA
Joined June 2014
RT @RealAnthonyPeng: šØ New work: We rethink how we finetune safer LLMs ā not by filtering after the generation, but by tracking safety riskā¦.
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RT @RealAnthonyPeng: Guardrail models like š”ļø Llama Guard do more than filtering ā we repurpose them to track how safety risk evolves š thrā¦.
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RT @victor_explore: This website has visualizations to understand almost all major topics in Machine Learning (link in comment) https://t.cā¦.
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RT @alec_helbling: One of the simplest algorithms for sampling from a probability distribution is Random Walk Metropolis-Hastings. It propā¦.
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RT @alec_helbling: Create heatmaps that localize text concepts in generated videos. We discovered that our approach, ConceptAttention, caā¦.
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RT @alec_helbling: Diffusion Transformers aren't just generative models, but also powerful multi-modal encoders. ConceptAttention createsā¦.
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RT @alec_helbling: Introducing ConceptAttention, an approach to interpreting diffusion transformer models!. Write a prompt, choose some conā¦.
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RT @alec_helbling: Gradient descent alone tends to converge to local minima. Momentum frames optimization as a ball with mass moving downā¦.
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RT @SeongminLeee: š Effective Guidance for Model Attention with Simple Yes-no Annotations. Excited to share that I'll be presenting our recā¦.
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RT @RealAnthonyPeng: š§āš» The code of our NeurIPS'24 LLM safety landscape paper is now publicly available at: https:ā¦.
github.com
NeurIPS'24 - LLM Safety Landscape. Contribute to poloclub/llm-landscape development by creating an account on GitHub.
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RT @SeongminLeee: šExcited to present Diffusion Explainer at the @ieeevis tomorrow at 1:45pm EST in the AI & LLM session!. Try it now: httpā¦.
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RT @cmuhcii: Please join us in congratulating longtime staff member, Queenie Kravitz, on her retirement today. She started @CarnegieMellonā¦.
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RT @RealAnthonyPeng: š Our paper on the LLM safety landscape has been accepted at @NeurIPSConf 2024! #Safety #LLM #MachineLearning.
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RT @MukulSurajiwale: I know everyone is talking about the Transformer Explainer from @PoloChau's team at @PoloDataClub, but they also haveā¦.
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RT @_akhaliq: Transformer Explainer. Interactive Learning of Text-Generative Models. discuss: Transformers have reā¦.
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