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May 3, 20211 min read
Google MorphNet makes your neural net faster and smaller
Google MorphNet makes your neural net faster and smaller MorphNet is a Google Model to Build Faster and Smaller Neural Networks Towards...
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Apr 21, 20211 min read
Ensemble deep learning: A review
Ensemble deep learning: A review arXiv paper abstract https://arxiv.org/abs/2104.02395 arXiv PDF paper https://arxiv.org/pdf/2104.02395.p...
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Apr 19, 20211 min read
NVIDIA, Stanford, Microsoft Efficient Trillion-Parameter Model Training on GPU Clusters
NVIDIA, Stanford, Microsoft Efficient Trillion-Parameter Model Training on GPU Clusters NVIDIA, Stanford & Microsoft Propose Efficient...
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Apr 14, 20211 min read
Microsoft DeepSpeed lets 1 GPU train 40 billion parameter neural net
Microsoft DeepSpeed lets 1 GPU train 40 billion parameter neural net Microsoft Releases AI Training Library ZeRO-3 Offload InfoQ article...
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Apr 8, 20211 min read
CPU beats GPU by 15x for neural net training with Rice Univ method
CPU beats GPU by 15x for neural net training with Rice Univ method CPU algorithm trains deep neural nets up to 15 times faster than top...
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Apr 6, 20211 min read
Top 10 AI and Machine Learning Papers in 2020
Top 10 AI and Machine Learning Papers in 2020 2020's Top AI & Machine Learning Research Papers TOPBOTS https://www.topbots.com/ai-machine...
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Mar 31, 20211 min read
Facebook AI's MADGRAD optimizer improves neural network training
Facebook AI's MADGRAD optimizer improves neural network training Adaptivity without Compromise: A Momentumized, Adaptive, Dual Averaged...
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Mar 24, 20211 min read
Google's MoViNets: Mobile Video Networks for Efficient Video Recognition
Google's MoViNets: Mobile Video Networks for Efficient Video Recognition arXiv abstract https://arxiv.org/abs/2103.11511v1 . . . 3D...
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Mar 14, 20211 min read
Top 10 Computer Vision Papers in 2020
Top 10 Computer Vision Papers in 2020 KDnuggets article https://www.kdnuggets.com/2021/01/top-10-computer-vision-papers-2020.html The top...
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Feb 24, 20211 min read
GPT-3 AI can write a passing college paper in 20 minutes
GPT-3 AI can write a passing college paper in 20 minutes ZDNet article https://www.zdnet.com/article/ai-can-write-a-passing-college-paper...
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Feb 21, 20211 min read
Georgia Tech and Facebook Reduce Size of Deep Learning Recommendation Models by Factor of 112
Georgia Tech and Facebook AI Researchers Devise a New Tensor Train Approach to Reduce the Size of Deep Learning Recommendation Models up...
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Feb 19, 20211 min read
Google Model Search AutoML automatically optimizes and identifies AI models
Google Model Search AutoML automatically optimizes and identifies AI models VentureBeat article https://venturebeat.com/2021/02/19/google...
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Feb 17, 20211 min read
Google trained a trillion-parameter AI language model
Google trained a trillion-parameter AI language model VentureBeat article https://venturebeat.com/2021/01/12/google-trained-a-trillion-pa...
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Feb 14, 20211 min read
Machine learning with less than one example per class
Machine learning with less than one example per class TechTalks article https://bdtechtalks.com/2020/10/01/less-than-one-shot-machine-lea...
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Feb 8, 20211 min read
Google's Snorkel replaces slow hand label to train AI with functions to automatically assign label
Google's Snorkel replaces slow hand labeling to train AI with functions that automatically assign labels https://lnkd.in/et8szyy See also...
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Jan 16, 20211 min read
Amazon SageMaker JumpStart for AutoML trains neural networks and lets you choose from 150+ models
Amazon SageMaker JumpStart for AutoML trains neural models with just 100+ images and lets you choose from 150+ models from TensorFlow and...
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Jan 14, 20211 min read
AI scientists focusing on higher-level tasks like domain expertise rather than hyperparameter tuning
AI scientists focusing on higher-level tasks like bringing domain expertise to AI rather than hyper-parameter tuning...
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Jan 6, 20211 min read
MuZero algorithm masters Go, chess, shogi and Atari WITHOUT being told the rules
MuZero algorithm masters Go, chess, shogi and Atari WITHOUT being told the rules https://lnkd.in/ejnevj6 AlphaZero - learned from scratch...
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Jan 4, 20211 min read
M.I.T. MCUNet brings deep learning to Internet of Things (IoT) by using $8 CPU 0.5 MB SRAM 2MB FLASH
M.I.T. MCUNet brings deep learning to Internet of Things (IoT) by using $8 microcontroller chips with 0.5 MB SRAM and 2 MB FLASH...
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