13 years ago at Neurips 2009, 3 years before AlexNet, a young student @ilyasut explaining to my dinner table why Deep Learning is gonna be the future.
Looking forward to #NeurIPS2022.
INNOVATION
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Deep Learning’s Future: A 2009 NeurIPS Prediction Recalled
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MidJourney Progress Examples Summer Launch
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A few more examples – and remember, MidJourney just launched this summer, so this is a couple of months of progress (and this is without optimizing the prompts for the new version of the software, which would require some new approaches to get right)
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Overfitting in AI Research: Need Better Global Standards
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2) During lockdown my team and I explored a lot of the GitHubs from China based publishers & found quite a few claiming major breakthroughs to be overfitted. To be fair it also happens with some US researchers. AI needs better research standards globally. Don’t believe the hype!
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US dominance in AI innovation: transformers, GANs, and key breakthroughs
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1) most of the innovation in AI is still occurring via the US or US related entities (eg DeepMind). The key defining techniques such as Transformers with Self Attention, GANs, Federated Learning, Deep Reinforcement Learning, Neurosymbolic AI all emerged in the West.
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Responding to Peer Reviews: Ethics and Professional Conduct
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How NOT to respond to reviewers. Getting paper reviews can be emotional, but try to be kind and not resort to personal attacks. Instead, this author chose to lash out, leading to impressively quick reprimand from the PC chairs. And there will be no anonymity after decisions.
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Lakehouse Technology Enables Personalization at Enterprise Scale
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The importance of personalization should not be slept on 1:1 customer experiences are essential for success, but scaling can feel like an impossible task. Learn how a #Lakehouse helps make 1:1 personalization at scale attainable and seamless https://
dbricks.co/3z6leUg -
5 Traps to Avoid in AI Transformation Strategy
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5 traps to avoid in AI transformation with http://
H2O.ai VP of Strategy and Product, Prashant Natarajan (@natarpr) in @Dataversity
: https://
dataversity.net/5-traps-to-avo
id-in-ai-transformation/
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TMLR Launches First Publication with Featured Certification
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TMLR's first publication with a Featured Certification! (Learn more about TMLR certifications at https://
jmlr.org/tmlr/editorial
-policies.html#certifications
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ML Solutions Engineering Accelerates Scientific Computing Research
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From genomics to energy research, we continue to accelerate scientific computing. Join our ML Solutions Engineering Lead, Cindy Orozco Bohorquez, at #SC22 for this enlightening presentation! #AI #ML #DeepLearning #SC22
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Sleep and Rest Boost Entrepreneur Creativity Three Times Over
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Sleep is also key to creativity: the creativity variation from day-to-day for a single entrepreneur was 3x greater than the difference between different entrepreneurs! The biggest boosts to creativity were sleep & mulling over ideas after work (meaning you had to leave work)