We’ve released ImageNetX: a set of human annotations for the popular ImageNet benchmark to gauge model robustness strengths/weaknesses — one of the first large scale efforts to pinpoint mistake types in AI computer vision systems. Explore the dataset
AI
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ImageNetX: Explaining Vision Model Failures Through Detailed Annotations
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Even today’s best #deeplearning vision systems can fail when pose/lighting/background vary. Existing benchmarks show challenging examples but don’t explain why. ImageNetX includes annotations for the entire ImageNet1k validation set + a random subset of 12k training images.
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CS-2 System Achieves Fast SARS-CoV-2 Genome Training Convergence
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At a Gordon Bell Prize finalist talk, Kyle Hippe of @argonne said “The CS-2 system allows for really fast time to solution. We were able to train from scratch on the SARS-CoV-2 genomes and reach convergence in less than a day." Read the @HPCwire article:
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LangChain 0.0.15 Release: Dark Mode and SQL Improvements
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LangChain version 0.0.15 – "the @nlarusstone release" improve color highlighting so it looks good in dark mode @nlarusstone (see below) add tables to ignore/include in SQL DB chain @nlarusstone add concept of document metadata add `apply` method to all chains
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Google Researchers Develop Wildfire Simulation AI Models
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Watch the 7th episode of #MeetAGoogleResearcher, where @drewcalcagno speaks with researchers Vivian Yang and John Anderson to discuss their work on wildfire simulation to better understand and react to these disasters ↓
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NVIDIA GPU-Accelerated C++ Programming Course Available Now
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Harness the incredible acceleration of NVIDIA #GPUs and learn how to write GPU-accelerated C++ code using only standard language features. Enroll now: https://
nvda.ws/3EDuRNq -
PhD Position in Machine Learning and PDEs Now Open
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For those still on Twitter , this is a nice opportunity to work on ML + PDEs https://
vacatures.uva.nl/UvA/job/PhD-Po
sition-in-Learning-PDEs-from-Data/759044402/
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AI Computer Vision Transforms Self-Checkout Retail Experience
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Does self #checkout always end in friction?! Now #AI #Cloud #ComputerVision Transforms #CX & Reduces #waste ! https://
insight.tech/retail/ai-and-
computer-vision-accelerate-self-checkout?utm_source=twitter&utm_medium=organic&utm_campaign=2022-tdc-eaves
… #Retail #IntelPartner #SupplyChain #fintech #POS #Foodie #AgriTech #SDGs #IoT @DeepLearn007 @SpirosMargaris @OpenFoodChain @NutriSumit2023 -
Making Machine Learning Research More Accessible and Discoverable
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Making machine learning research a more accessible, discoverable, and a little more fun
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Douglas Engelbart Invents Computer Mouse in 1970
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Douglas Engelbart patented the first computer "mouse" on this day in 1970. Full video demo: https://
bit.ly/MotherAllDemos