Time to give JAX a try! Irresistible
MACHINE LEARNING
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Geometric Deep Learning in Medical Image Analysis Proceedings Published
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PMLR Volume 194 https://
proceedings.mlr.press/v194/ Proceedings of Geometric Deep Learning in Medical Image Analysis is now available on PMLR -
Learning Dissipative Dynamics in Chaotic Systems at NeurIPS 2022
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— Prof. Anima Anandkumar (@AnimaAnandkumar) 30 novembre 2022
#Neurips2022 come to our "Learning Dissipative Dynamics in Chaotic Systems" on Wed at 11am, Hall J #740. We learn Kolmogorov Flow with Reynolds numbers up to 5000 and enforce dissipativity which is stable against O(10^4) perturbation.
@AnimaAnandkumar @Azizzadenesheli @NKovachki -
AI Detection Engine Identifies Earth’s Longest Cow
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Breaking news: an AI-powered detection engine has identified the longest cow on earth >> Without context, data is just misleading! Do you agree? Credit: Ralph Aboujaoude Diaz
#technology #artificialintelligence #computervision #ai #data #ml #machinelearning -
Vision as Controlled Hallucination: Diffusion and Predictive Coding
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Vision is controlled hallucination. Therefore it can be solved by combining diffusion with predictive coding.
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Diffusion Models: A Powerful Alternative to Autoregressive Generation
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(diffusion is a new class of generative models, an alternative to the autoregressive generative modeling framework, independent of transformers. Feels intuitively more pleasing, flexible and powerful)
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Recent Examples of AI and Machine Learning Developments Shared
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– https://
x.com/sedielem/statu
s/1597401529920520192
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– https://
x.com/du_yilun/statu
s/1597618021342023680
…
– https://
x.com/ai_fast_track/
status/1594158623059574785
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– https://
x.com/tingchenai/sta
tus/1580574210631426048
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– https://
x.com/poolio/status/
1575576632068214785
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– https://
x.com/huggingface/st
atus/1597248942353584131
…
among only a few of the recent examples -
Sparse Pre-training Dense Fine-tuning Reduces GPT Training FLOPs
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At @NeurIPSConf
, we introduced Sparse Pre-training and Dense Fine-tuning to reduce the computational FLOPs of training GPT models using weight sparsity without significant loss in downstream task metrics Read more here: https://
hubs.li/Q01twKNt0 #NeurIPS2022 #sparsity #ai #ml -
CICERO by Meta AI: Diplomacy Champion Discusses Strategic Coordination
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⌨️ Making moves, aiding others: 3X Diplomacy World Champ @thegoffy and @adamlerer discuss how #CICERObyMetaAI coordinates moves during gameplay.
— AI at Meta (@AIatMeta) 29 novembre 2022
Watch the full video for a deeper look at #CICERObyMetaAI 📺 ➡️ https://t.co/Lk4R4xEXhj pic.twitter.com/p9WweH3QFrMaking moves, aiding others: 3X Diplomacy World Champ @thegoffy and @adamlerer discuss how #CICERObyMetaAI coordinates moves during gameplay. Watch the full video for a deeper look at #CICERObyMetaAI https://
youtu.be/kexYmcu1Zro -
NeurIPS 2022 Workshop on Fast Diffusion Model Sampling via Operator Learning
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Join us at #NeurIPS2022 workshop on diffusion models. We will be presenting our work fast sampling of diffusion models using operator learning https://
arxiv.org/abs/2211.13449