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Joined April 2018
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Bottleneck Transformers: modified convolutional architecture with Transformer blocks for visual recognition🔎
In image classification, the model achieves 84.7% top-1 accuracy on the ImageNet benchmark, 2.33 times faster than EfficientNet models
bit.ly/3dwb2Ks
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[2/3] Data Scientists in jail? Legal considerations for AI practitioners🧑⚖️
The 7 legal questions data scientists have to ask themselves when creating ML solutions in an increasingly regulated industry.
oreilly.com/radar/seven-lega…
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[3/3] Read a curated summary of these topics in this week's Visium Digest!
visium.ch/blog/visium-digest…
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Lunit's digital diagnostic tool uses #ML and cloud computing to detect 10 major chest diseases with 97-99% accuracy. 🫁⚕️
It is now helping doctors identify, triage, and monitor COVID-19 patients.
news.microsoft.com/apac/feat…
#AI #DigitalDiagnostics #Visium #DataScience
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[2/3] A joint paper from #Google Research and Amherst demonstrates SOTA results on the KILT Long-form Question Answering benchmark, all while pointing out flaws in the evaluation system itself🧐
ai.googleblog.com/2021/03/pr…
#ML #DataScience
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[3/3] You can find a curated summary of all these topics on this week's issue of the #Visium Digest📰🧠
visium.ch/blog/visium-digest…
AI cannot replace humans. Smart vision systems need human input to succeed.
Using a human-in-the-loop system to iteratively deploy #ML systems allows you to test it for robustness and scale to the production line intelligently.
visium.ch/blog/visium-digest…
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[1/2] Does auditing eliminate #bias in ML systems?🔎
The growing #AI industry needs to scrutinize the algorithms that are starting to govern our lives. Is auditing them enough to make them fair?
visium.ch/blog/visium-digest…
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[2/2] #Multimodal Neurons in Artificial Neural NetworksBrain
#CLIP, a recent state-of-the-art model by #OpenAI, contains neurons that respond to the same concept whether present literally, symbolically, or even conceptually.
Read more: openai.com/blog/multimodal-n…
Amazon adopts AI-enabled video surveillance to monitor every minute of van driver's experience.📷
Read more about the technology and the implications of Amazon's constant push for e-commerce dominance below
visium.ch/blog/visium-digest…
#amazon #surveillance #MachineLearning
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[1/2] Also in this week's digest:
Cannes is Dropbox's new Machine Learning system that allows replacing $1.7M of infrastructure cost into $9k of ML infrastructure
dropbox.tech/machine-learnin…
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[2/2] MIT Sloan sheds light on how to build data literacy, which has become an essential in-demand skill in recent years
Understand what data literacy is, how to assess it and how to progress it!
mitsloan.mit.edu/ideas-made-…
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Researchers use #MachineLearning to predict micro-structure for efficient material generation.
Their ML Model is able to simulate thermodynamic processes in only 60 ms (a 42,666 improvement from the usual 12 minutes)
Ream more: nature.com/articles/s41524-0…
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[2/3] Also covered in the digest: #AI is transforming customer service interactions, ensuring that all angles are covered in terms of customer support
visium.ch/blog/visium-digest…
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[3/3] Researchers have raised awareness on NLP trends and have urged researchers, developers, and practitioners associated with language technology to take a responsible approach to LLMs
#LargeLanguageModels #NLP #MachineLearning #DataScience
faculty.washington.edu/ebend…
Innovaud teams up with @EPFL_EMBA to create win-win opportunities 🤝 Due to #covid, professionals from @EPFL EMBA program work with #Vaud startups & scale-ups on strategic problems > ow.ly/ffgr50DnAjV @DaphneTech @VisiumAI @beqom @startupEPFL @ScaleUpVD #VDTech #SwissTech
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AI-enabled #Cheetos promise of the perfect puff🐆
#PepsiCo and #Microsoft are re-imaging food manufacturing by putting #AI at the heart of it. Using Deep Reinforcement Learning, PepsiCo ensures a consistently (and dangerously) perfect puff.
Read more: azure.microsoft.com/en-us/se…
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[2/3] Researchers from #MIT have applied an NLP approach to bioinformatics🧬
They claim the amino acid language of a virus has some interesting 'grammar' that can be decoded, and thus be used to predict mutations of such viruses
Read more: science.sciencemag.org/conte…
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[3/3] The energy sector shows promising advances in AI
#Google developed a wind #energy production forecasting model to mitigate revenue loss caused by its variability.
deepmind.com/blog/article/ma…