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The State of Machine Learning Frameworks in 2019

On Oct 12, 2019
@NandoDF shared
RT @reiinakano: https://t.co/hLzZY6N7kG ""ML frameworks don’t just enable machine learning research, they enable and restrict the ideas that researchers are able to easily explore."" Perhaps the next big step forward is something completely inexpressible in the TF/PyTorch paradigm.
Open

Since deep learning regained prominence in 2012, many machine learning frameworks have clamored to become the new favorite among researchers and industry practitioners. From the early academic outputs Caffe and Theano to the massive industry-backed PyTorch and TensorFlow, this deluge of ...

thegradient.pub
On Oct 12, 2019
@NandoDF shared
RT @reiinakano: https://t.co/hLzZY6N7kG ""ML frameworks don’t just enable machine learning research, they enable and restrict the ideas that researchers are able to easily explore."" Perhaps the next big step forward is something completely inexpressible in the TF/PyTorch paradigm.
Open

The State of Machine Learning Frameworks in 2019

Since deep learning regained prominence in 2012, many machine learning frameworks have clamored to become the new favorite among researchers and industry practitioners. From the early ...



On Oct 15, 2019
@sama shared
RT @OpenAI: We've trained an AI system to solve the Rubik's Cube with a human-like robot hand. This is an unprecedented level of dexterity for a robot, and is hard even for humans to do. The system trains in an imperfect simulation and quickly adapts to reality: https://t.co/O04izt3KvO https://t.co/8lGhU2pPck
Open

Solving Rubik’s Cube with a Robot Hand

We've trained a pair of neural networks to solve the Rubik’s Cube with a human-like robot hand.

On Oct 15, 2019
@WIRED shared
Viral memes. Gaffe-prone presidential debates. TikTok remixes. You could spend the rest of your life trying to watch YouTube videos. Researchers want to let artificial intelligence algorithms watch and make sense of it instead. https://t.co/NzvdVabStl
Open

This Technique Can Make It Easier for AI to Understand Videos

A staggering amount of video is shared online. Researchers are teaching artificial intelligence to process more—while using less power.

On Oct 14, 2019
@seanmcarroll shared
Melanie has a new book out tomorrow, Artificial Intelligence: A Guide for Thinking Humans. A dive into how AI works, and also the obstacles: why it's hard to teach a computer common-sense notions of physics and causality. https://t.co/5uHbdWJGtM
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Artificial Intelligence: A Guide for Thinking Humans

Artificial Intelligence: A Guide for Thinking Humans [Melanie Mitchell] on Amazon.com. *FREE* shipping on qualifying offers. No recent scientific enterprise has proved as alluring, ...

On Oct 15, 2019
@shakir_za shared
RT @vukosi: Go Tsamaya Ke Go Bona: Deep Learning Indaba #3 - A journey just beginning https://t.co/NjOw5iK95v @DeepIndaba #sautiyetu #DLIndaba2019 #Masakhane https://t.co/UnMrhmT97y
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Go Tsamaya Ke Go Bona: Deep Learning #3 - A journey just beginning

What is the Deep Learning Indaba?, University of Pretoria

On Oct 15, 2019
@shakir_za shared
RT @iclr_conf: #ICLR2020 will have a separate day for workshops👨🏽‍🔧. The deadline for proposals is 25 October (just over a week); workshop chairs are Asja Fischer and @syhw. Details of the call online at https://t.co/dIss36s1pW
Open
On Oct 11, 2019
@anildash shared
RT @NewYorker: We forced a bot to read over 5 million words from The New Yorker’s archive and then asked it to help write a New Yorker story of its own. This is what it wrote. https://t.co/LzXucLpoEi https://t.co/3Fj59azbeb
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The New Yorker

How predictive-text technology could transform the future of the written word.

On Oct 15, 2019
@AnimaAnandkumar shared
RT @NvidiaAI: Nurture your startup’s growth through NVIDIA’s #startup accelerator, Inception. Network with fellow startups at exclusive events, receive go-to-market support and guidance from experts on leveraging #AI in your industry. https://t.co/43hsEOGpLY https://t.co/pfbIXutwkc
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THE FUTURE OF AI AND DEEP LEARNING

A virtual incubator program for AI and Deep Learning startups. Get marketing support, hardware grants, training, and considation for GPU Ventures.

On Oct 10, 2019
@SmithsonianMag shared
The research is geared to helping clinicians, not replacing them. #WorldMentalHealthDay https://t.co/P9IE0vCWlW
Open

Can Artificial Intelligence Detect Depression in a Person’s Voice?

MIT scientists have trained an AI model to spot the condition through how people speak rather than what they tell a doctor

On Oct 9, 2019
@MIT_CSAIL shared
BREAKING: Machine-learning system can identify likely "serial hijackers" of IP addresses: https://t.co/4wN22GTHeQ (joint work @MIT & @SDSC_UCSD) https://t.co/OnUPOWl26j
Open

Using machine learning to hunt down cybercriminals

Model from the Computer Science and Artificial Intelligence Laboratory identifies “serial hijackers” of internet IP addresses.

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On Oct 9, 2019
@vkrakovna shared
RT @FLIxrisk: Stuart Russell discusses his newest book on the AI Alignment Podcast, Human Compatible: Artificial Intelligence and the Problem of Control. https://t.co/FTUAX8rvku
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AI Alignment Podcast: Human Compatible: Artificial Intelligence and the Problem of Control with Stuart Russell

In this episode of the AI Alignment Podcast, Stuart Russell discusses his newest book, Human Compatible: Artificial Intelligence and the Problem of Control.

On Oct 11, 2019
@AnimaAnandkumar shared
RT @AspioneerBB: Anima Anandkumar: Developing next-generation AI algorithms . @AnimaAnandkumar @nvidia #Algorithms #Entrepreneurship #Aspioneer . . #nvidia #3dgraphics #technology #ArtificialIntelligence #computergraphics #deeplearning #expert #entrepreneur #BigData https://t.co/i68CBUbRjD
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Anima Anandkumar: Developing next-generation AI algorithms

I believe that ‘diversity is the mother of creativity’. A diverse team of different dimensions will bring about new ideas. I encourage open discussions and make sure there is a healthy and ...

On Oct 15, 2019
@MIT_CSAIL shared
OpenAI’s AI-powered robot solves a Rubik’s cube, one-handed: https://t.co/fcBCU2q43x https://t.co/jaM82v94P8
Open
On Oct 13, 2019
@AnimaAnandkumar shared
RT @wramey: With the new Transfer Learning Toolkit, you can now train and scale deep neural networks for intelligent video analytics quickly and efficiently. https://t.co/asvDD3fnFu
Open

A Toolkit to fine-tune deep neural networks and simplify training tasks for Intelligent Video Analytics

The TLT pre-trained models are easily accessible from NVIDIA NGC. Object detection frameworks include Faster RCNN, SSD and DetectNet_v2 (detection technology developed at NVIDIA)

On Oct 12, 2019
@j2bryson shared
Wow, @bathdigital have picked a crazy picture for my parting talk! Still, don't miss it! Artificial Intelligence and the Human Economy 4pm - 5:30pm, Tuesday 22nd October 2019 https://t.co/AlIU5SBMwN
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Artificial Intelligence and the Human Economy

How is AI altering our jobs, our lives, our societies? Could governance help? What are the roles of developers, machines, and governments?…

On Oct 10, 2019
@AnimaAnandkumar shared
RT @NvidiaAI: Natural language processing is a critical part of building better chat bots and #AI assistants. Join our 10/17 webinar to learn how to unlock the potential of conversational AI in financial services. https://t.co/iBQQNbCLEY https://t.co/Oxe9A9Fj6d
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Advancing Financial Services with Conversational AI

Learn how to unlock the potential for billions of expected conversational AI services arriving in the coming years to operate with human-level comprehension.

On Oct 12, 2019
@NandoDF shared
RT @GatsbyUCL: Interested in doing a PhD with us? Applications for our 2020 PhD programme in Theoretical and Computational Neuroscience and Machine Learning are open! For more info see https://t.co/5BeI5R8BWA Deadline is the 17th of November.
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Gatsby PhD Programme

Training in theoretical and computational neuroscience and machine learning Application for 2020 entry is open. The Gatsby Unit is a centre for theoretical neuroscience and machine ...

On Oct 10, 2019
@ENERGY shared
Stay up to date with the latest #DOEFueledAI 🗣announcements, projects & more by signing up for our 📧newsletter below👇 https://t.co/yi9gJ8S73e https://t.co/iIPSdZvh0H
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ACCELERATING AMERICAN LEADERSHIP IN ARTIFICIAL INTELLIGENCE

Right now, our National Labs are using AI to help improve fuel efficiency, reduce traffic jams, and better plan for the transportation needs of tomorrow, like automated vehicles and air ...

On Oct 15, 2019
@RobotDiva shared
30 women in #robotics you need to know about – 2019 https://t.co/GB4W0veshf
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30 women in robotics you need to know about – 2019

30 women in robotics you need to know about – 2019