RESEARCH - AI Dynamics

Yes but no . This problem also exists with external vector databases as the ratio of relevant-to-irrelevant docs decreases with larger databases. I think the Focused Transformer paper looked into this: https://
arxiv.org/abs/2307.03170

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11 July 2023

Six Predictions on Apple’s Entry into the AI Business Race

By

@terence_mills

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11 July 2023 17h01

6 Predictions On How Apple Will Join The AI Business Race
#AI #AIio #BigData #ML #NLU #Futureofwork @TunstallAsc @StrategyFintech @TamaraMcCleary @TerenceLeungSF @psb_dc @thomaspower @vinod1975 @ylecun http://
ow.ly/xL6S30sw8Be

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11 July 2023

AI Community Convenes Researchers Founders Academics Investors

By

@nathanbenaich

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11 July 2023 16h45

For the last 7 years we've convened a diverse community of researchers, founders, operators, academics, and investors at @raais to explore the frontiers of AI research and applications. Communities catalyze opportunity and drive the field forward Official photos link below!

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11 July 2023

Appreciation for Testing Performance Across Multiple Cost Indicators

By

@jeande_d

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11 July 2023 16h28

Very much appreciate papers that test the performance of their approaches across different cost indicators. @giffmana is among the people that does this remarkably well

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11 July 2023

Cost Indicators: Understanding Their Meaning and Definitions

By

@jeande_d

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11 July 2023 16h28

Here are what considered as cost indicators and what they mean. https://
arxiv.org/abs/2110.12894

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11 July 2023

Efficiency Misnomer: Beyond Single Cost Indicators in Model Comparison

By

@jeande_d

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11 July 2023 16h22

"Efficiency Misnomer" is one of those papers that never gets old. It's hard to compare models from the viewpoint of one single cost indicator(either FLOPs, number of parameters, speed(throughput)). A model that has fewer FLOPs or fewer trainable parameters may still be

→ View original post on X — @jeande_d

11 July 2023

Hugging Face Papers Daily Email Distribution Announcement

By

@_akhaliq

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11 July 2023 16h17

https://
huggingface.co/papers daily email just went out

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11 July 2023

Multi-label Medical Imaging Classification with PyTorch and EfficientNetv2

By

@learnopencv

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11 July 2023 16h13

Blog-tastic Tuesdays https://
learnopencv.com/medical-multi-
label/
… Check out our latest read, where we discuss multi-label classification for medical imaging using PyTorch & Lightning, fine-tune the pre-trained EfficientNetv2 model for accurate diagnostics, and utilize Gradio for intuitive model

→ View original post on X — @learnopencv

11 July 2023