Building trust in transformation

The power of technology has never been greater, but true tech success still depends on applying the right human insight and understanding – to the problems it can solve, how it is used and the risks we might encounter along the way. This session explores how organisations can strike the right balance between risk and […]

Collaborating on the race to net zero

As the pandemic took hold in 2020, the Emergent Alliance convened over 50 corporates, individuals, NGOs and governments for the first time to leverage expertise, data, and resources to aid societal recovery. Here, founder Caroline Gorski is interviewed, to find out how she is applying the same collaborative approach to climate change at RΒ² Factory, […]

SingularityNET: Deep Funding Round 1 Projects Kickoff | Part 1

This is a recording of the first kick-off session for awarded teams of Deep Funding Round 1, where the projects further introduce themselves. Teams and their proposals on this session: Carbix & Xyris – Avatar 2 Human Learning: Net Zero and Carbon Negative Emissons | https://proposals.deepfunding.ai/graduated/accepted/d592f698-9c0c-4617-a7ef-2ebed820d9ad Hetzerk – Decentralized Physics Simulation | https://proposals.deepfunding.ai/collaborate/b213135a-0c0c-43a9-a73f-cbed776c5b48 Zero2ai – […]

Two Minute Papers: Google AI Simulates Evolution On A Computer! πŸ¦–

❀️ Check out Weights & Biases and sign up for a free demo here: https://wandb.com/papers ❀️ Their mentioned post is available here (Thank you Soumik Rakshit!): https://wandb.me/modern-evolution πŸ“ The paper “Modern Evolution Strategies for Creativity: Fitting Concrete Images and Abstract Concepts” is available here: https://es-clip.github.io/ πŸ§‘β€πŸŽ¨ My previous genetic algorithm implementation for the Mona Lisa […]

Robots learn how to shape Play-Doh

Elasto-plastic materials like Play-Doh can be difficult for robots to manipulate. RoboCraft is a system that enables a robot to learn how to shape these materials in just ten minutes. Read the technical paper at http://hxu.rocks/robocraft/ YouTube Source for this AI Video

Getting Started with VIM as a Python Editor

Learn how to turn deep reinforcement learning papers into code: Get instant access to all my courses, including the new Hindsight Experience Replay course, with my subscription service. $24.99 a month gives you instant access to 24 hours of instructional content plus access to future updates, added monthly. Discounts available for Udemy students (enrolled longer […]

Acoustic synthesis for AR/VR experiences

Existing AI models do a good job of understanding images but require more work to understand the acoustics of environments in the related image. This is why researchers from Meta AI and the University of Texas are open-sourcing three new models for audio-visual understanding of human speech and sounds in video, helping us achieve immersive […]

Ep 06: Version Control for Code Using Git

Learn how to get started with using Git for version control. William and Sebastian discuss why version control is useful and important for tracking code changes, and they will show you the fundamental Git workflow and commands. Episode show notes: https://github.com/Lightning-AI/engineering-class/blob/main/ep06-git-basics/Ep06-ShowNotes.md Follow Sebastian: https://twitter.com/rasbt Follow William: https://twitter.com/_willfalcon More Learning materials: https://www.pytorchlightning.ai/edu/engineering-class. Learn with the community: […]

SingularityNET: Ambassador Townhall Meeting #7 | June 21st 2022

Miro board with notes: https://miro.com/app/board/uXjVO0WVUBA=/ Slides: https://docs.google.com/presentation/d/1aMCU8n6qOTreuFFpJDYonn2UkBZ9M95CGxZsvHkLHMI/edit?usp=sharing Dework: app.dework.xyz/singularitynet-ambas GitBook: https://snet-ambassadors.gitbook.io/home/ The next Town Hall meeting will be June 28st, 18UTC. Special thanks to those who joined live! —- SingularityNET is a decentralized marketplace for artificial intelligence. We aim to create the world’s global brain with a full-stack AI solution powered by a decentralized protocol. […]

SingularityNET: Inside SingularityNET | Ecosystem Leaders Meeting – June 2022

This is a recording of the #SingularityNET Ecosystem leaders meeting, mid June 2022, providing you with the latest ecosystem updates straight from the source! —- SingularityNET is a decentralized marketplace for artificial intelligence. We aim to create the world’s global brain with a full-stack AI solution powered by a decentralized protocol. We gathered the leading […]

An open source simulator for self-driving cars

VISTA is a data-driven, photorealistic simulator for autonomous driving. It can simulate not just live video but LiDAR data and event cameras, and also incorporate other simulated vehicles to model complex driving situations. VISTA is open source and the code can be found below. Technical paper: https://arxiv.org/pdf/2111.12083.pdf Code: https://github.com/vista-simulator/vista Documentation: https://vista.csail.mit.edu/ YouTube Source for this […]

CreaTech: Storytelling reinvented

CreaTech: Storytelling reinvented How has technology transformed storytelling and immersive content creation? What opportunities does it open up to innovative creators? In this session, we see examples of storytelling reimagined and hear a discussion on emerging trends in content creation unlocked by advanced digital technologies. Featuring: Karl Woolley – Global Real-Time Director at Immersive & […]

FAccT 2022: Post-Hoc Explanations Fail to Achieve their Purpose in Adversarial Contexts

Sebastian Bordt, Michele Finck, Eric Raidl, Ulrike von Luxburg: Post-Hoc Explanations Fail to Achieve their Purpose in Adversarial Contexts. FAccT, 2022 Existing and planned legislation stipulates various obligations to provide information about machine learning algorithms and their functioning, often interpreted as obligations to “explain”. Many researchers suggest using post-hoc explanation algorithms for this purpose. In […]

#18 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 10]

The Machine Learning Engineering for Production (MLOps) Specialization teaches you how to conceptualize, build, and maintain integrated systems that continuously operate in production. In this Specialization, you will become familiar with the capabilities, challenges, and consequences of machine learning engineering in production. By the end, you will be ready to employ your new production-ready skills […]

Two Minute Papers: DeepMind Takes A Step Towards General AI! πŸ€–

❀️ Check out Weights & Biases and sign up for a free demo here: https://wandb.com/papers πŸ“ The paper “A Generalist Agent (DeepMind Gato)” is available here: https://www.deepmind.com/publications/a-generalist-agent ❀️ Watch these videos in early access on our Patreon page or join us here on YouTube: – https://www.patreon.com/TwoMinutePapers – https://www.youtube.com/channel/UCbfYPyITQ-7l4upoX8nvctg/join πŸ™ We would like to thank our […]

Lightning AI: Build end-to-end ML systems with plain python.

Introducing Lightning AI, the first operating system for AI. Use Lightning AI to build Lightning Apps which are end-to-end ML systems. Lightning apps allow researchers, data scientists, and software engineers to build everything from simple research demos to complex multi-cloud, fault-tolerant distributed ML systems with plain python. Explore Lightning Apps for inspiration at https://lightning.ai! #datascience […]

#77 – Vitaliy Chiley (Cerebras)

Vitaliy Chiley is a Machine Learning Research Engineer at the next-generation computing hardware company Cerebras Systems. We spoke about how DL workloads including sparse workloads can run faster on Cerebras hardware. Pod: https://anchor.fm/machinelearningstreettalk/episodes/77—Vitaliy-Chiley-Cerebras-e1k1hvu [00:00:00] Housekeeping [00:01:08] Preamble [00:01:50] Vitaliy Chiley Introduction [00:03:11] Cerebrus architecture [00:08:12] Memory management and FLOP utilisation [00:18:01] Centralised vs decentralised compute […]

Reconstructing 3D scenes from photos with extremely different views

Existing methods that reconstruct 3D scenes from 2D images rely on the images that contain some of the same features. Virtual correspondence is a method of 3D reconstruction that works even with images taken from extremely different views that do not show the same features. For the technical paper and more information, visit https://virtual-correspondence.github.io/ News […]

Keynote Livestream

We’re thrilled to show you what you’ll soon be able to build with Lightning. Tune in here to join us for the opening keynote of Lightning DevCon 2022 where we’ll be making several exciting announcements! #BuildWithLightning #AI #ML #DeepLearning #DataScience Source of this PyTorch Lightning Video

Two Minute Papers: OpenAI Dall-E 2 – AI or Artist? Which is Better? πŸ§‘β€πŸŽ¨

❀️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers πŸ“ The paper “Hierarchical Text-Conditional Image Generation with CLIP Latents” is available here: https://openai.com/dall-e-2/ πŸ•ŠοΈ Follow us for more results on Twitter! Tweets by twominutepapers πŸ§‘β€πŸŽ¨ Check out FelΓ­cia Zsolnai-FehΓ©r’s works: https://www.instagram.com/feliciart_86/ πŸ§‘β€πŸŽ¨ Judit SomogyvΓ‘ri’s works: https://www.artstation.com/sheyenne https://www.instagram.com/somogyvari.art/ 🎀 Beardyman (note: explicit): […]

SingularityNET: Ambassador Townhall Meeting #6 | June 14th

Miro board with notes: https://miro.com/app/board/uXjVO0WVUBA=/ Slides: https://docs.google.com/presentation/d/1Bqx1xtDD-Cw59lP4H_32eXpUYqejDMBDR8ASb2MRLYo/edit?usp=sharing Dework: app.dework.xyz/singularitynet-ambas The next Town Hall meeting will be June 21st, 18UTC. Special thanks to those who joined live! —- SingularityNET is a decentralized marketplace for artificial intelligence. We aim to create the world’s global brain with a full-stack AI solution powered by a decentralized protocol. We gathered […]

Hugging Face Tokenizers (11.2)

Hugging Face hub provides several sub-word tokenizers that can take input text and break it down into common words and parts of words. This video shows how to use Hugging Face to tokenize your input text. Code for This Video: https://github.com/jeffheaton/t81_558_deep_learning/blob/master/t81_558_class_11_02_tokenizers.ipynb Course Homepage: https://sites.wustl.edu/jeffheaton/t81-558/ Follow Me/Subscribe: https://www.youtube.com/user/HeatonResearch https://github.com/jeffheaton Tweets by jeffheaton Support Me on Patreon: […]

Did Google’s LaMDA chatbot just become sentient?

#lamda #google #ai Google engineer Blake Lemoine was put on leave after releasing proprietary information: An interview with the chatbot LaMDA that he believes demonstrates that this AI is, in fact, sentient. We analyze the claims and the interview in detail and trace how a statistical machine managed to convince at least one human that […]