The sleep-deprived human brain
How does a lack of sleep affect our brains? In contrast to the benefits of sleep, frameworks exploring the impact of sleep loss are relatively lacking.
https://go.nature.com/3eL3Hb3
How does a lack of sleep affect our brains? In contrast to the benefits of sleep, frameworks exploring the impact of sleep loss are relatively lacking.
https://go.nature.com/3eL3Hb3
Nature
The sleep-deprived human brain
Nature Reviews Neuroscience - How does sleep deprivation affect the human brain? Walker and colleagues review neuroimaging studies on the consequences of sleep deprivation on cognition and emotion...
Towards Ultra-Resolution Neural Style Transfer via Thumbnail Instance Normalization
📦 Github: https://github.com/czczup/URST
📄 Paper: https://arxiv.org/abs/2103.11784
📦 Github: https://github.com/czczup/URST
📄 Paper: https://arxiv.org/abs/2103.11784
Unsupervised billion parameter model for computer vision tasks
https://ai.facebook.com/blog/seer-the-start-of-a-more-powerful-flexible-and-accessible-era-for-computer-vision
https://ai.facebook.com/blog/seer-the-start-of-a-more-powerful-flexible-and-accessible-era-for-computer-vision
Meta
SEER: The start of a more powerful, flexible, and accessible era for computer vision
The future of AI is in creating systems that can learn directly from whatever information they’re given — whether it’s text, images, or another type of data — without relying on carefully curated and labeled data sets to teach them how to recognize objects…
Всем привет! Приглашаем в эту субботу в 11 утра по мск на митап про AI, ML & Deep Learning. Расскажем про новый обучающий проект SailMapAI ⛴ Будем тренировать нейросети генерировать морские карты, используя GANs и минимум картинок. Будут эксперты, расскажем полезные техники и скинем материалы. Всех будем рады видеть!
Внимание, контент будет на английском 🏴
Hi everyone! I'd like to share a meetup with you, it's about AI, ML and Deep Learning. Thought you find it interesting.
The upcoming Saturday 10am CET we perform and introduce a new SeaMapAI Project Meetup #1. The idea is to cycle GANs, utilize neural networks orchestration, evaluate images and eventually generate sea maps. Everyone is welcome to join, and thanks for your time!
https://www.eventbrite.co.uk/e/introducing-sailmapai-educational-neural-seamap-generator-project-tickets-149691925579?aff=telegram
Внимание, контент будет на английском 🏴
Hi everyone! I'd like to share a meetup with you, it's about AI, ML and Deep Learning. Thought you find it interesting.
The upcoming Saturday 10am CET we perform and introduce a new SeaMapAI Project Meetup #1. The idea is to cycle GANs, utilize neural networks orchestration, evaluate images and eventually generate sea maps. Everyone is welcome to join, and thanks for your time!
https://www.eventbrite.co.uk/e/introducing-sailmapai-educational-neural-seamap-generator-project-tickets-149691925579?aff=telegram
Eventbrite
Introducing SailMapAI and GetConf - Neural Seamap Generator & Mobile Apps
Introducing SailMapAI - Educational Neural Seamap Generator Project
Counter-Strike Deathmatch with Large-Scale Behavioural Cloning
📺 Video: https://youtu.be/p01vWk7uMvM
📄 Paper: https://arxiv.org/abs/2104.04258
📺 Video: https://youtu.be/p01vWk7uMvM
📄 Paper: https://arxiv.org/abs/2104.04258
YouTube
Counter-Strike Deathmatch with Large-Scale Behavioural Cloning
Gameplay demos from paper "Counter-Strike Deathmatch with Large-Scale Behavioural Cloning"
Tim Pearce, Jun Zhu - Paper link: https://arxiv.org/abs/2104.04258
0:00 Intro
1:35 Aim train mode
2:38 Deathmatch mode, easy setting
4:00 Deathmatch mode, medium setting…
Tim Pearce, Jun Zhu - Paper link: https://arxiv.org/abs/2104.04258
0:00 Intro
1:35 Aim train mode
2:38 Deathmatch mode, easy setting
4:00 Deathmatch mode, medium setting…
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Interesting paper on motion transfer. Not perfect but much better then before.
https://snap-research.github.io/articulated-animation/
https://snap-research.github.io/articulated-animation/
AMD ROCm now supported by PyTorch! That a big step for community, maybe we got cheaper cards for our work.
https://pytorch.org/blog/pytorch-for-amd-rocm-platform-now-available-as-python-package/
Also, ROCm even provides tools for porting vendor-specific CUDA code into a vendor-neutral ROCm format, which makes the massive body of source code written for CUDA available to AMD hardware and other hardware environments.
https://pytorch.org/blog/pytorch-for-amd-rocm-platform-now-available-as-python-package/
Also, ROCm even provides tools for porting vendor-specific CUDA code into a vendor-neutral ROCm format, which makes the massive body of source code written for CUDA available to AMD hardware and other hardware environments.
PyTorch
PyTorch for AMD ROCm™ Platform now available as Python package
With the PyTorch 1.8 release, we are delighted to announce a new installation option for users of
PyTorch on the ROCm™ open software platform. An installable Python package is now hosted on
pytorch.org, along with instructions for local installation in the…
PyTorch on the ROCm™ open software platform. An installable Python package is now hosted on
pytorch.org, along with instructions for local installation in the…
Self-Supervised Vision Transformers with DINO
https://ai.facebook.com/blog/dino-paws-computer-vision-with-self-supervised-transformers-and-10x-more-efficient-training/
https://ai.facebook.com/blog/dino-paws-computer-vision-with-self-supervised-transformers-and-10x-more-efficient-training/
Background replacement with re-lighting
https://youtu.be/KeebkkaZhhI
https://youtu.be/KeebkkaZhhI
YouTube
Total Relighting: Learning to Relight Portraits for Background Replacement
SIGGRAPH 2021 Technical Paper:
Total Relighting: Learning to Relight Portraits for Background Replacement - Rohit Pandey*, Sergio Orts-Escolano*, Chloe LeGendre*, Christian Haene, Sofien Bouaziz, Christoph Rhemann, Paul Debevec, and Sean Fanello
Project…
Total Relighting: Learning to Relight Portraits for Background Replacement - Rohit Pandey*, Sergio Orts-Escolano*, Chloe LeGendre*, Christian Haene, Sofien Bouaziz, Christoph Rhemann, Paul Debevec, and Sean Fanello
Project…
Для всех, кто интересуется Artificial Intelligence, Machine Learning и Data Science — Projector Library запускает сразу три онлайн-конференции по одному билету.
В программе 15 спикеров-практиков из Amazon, MacPaw, 1touch, DEX, которые расскажут про новые подходы в Natural Language Processing в эпоху OpenAI и GPT-3. Никакой теории и гипотез — только практические кейсы и решения, которые работают.
По цене подписки на видеобиблиотеку Projector — 950 грн — вы получите:
▪ Доступ к 280+ лекциям на год
▪ Участие в конференциях 8, 22 мая и 5 июня.
Оформить подписку можно по ссылке
В программе 15 спикеров-практиков из Amazon, MacPaw, 1touch, DEX, которые расскажут про новые подходы в Natural Language Processing в эпоху OpenAI и GPT-3. Никакой теории и гипотез — только практические кейсы и решения, которые работают.
По цене подписки на видеобиблиотеку Projector — 950 грн — вы получите:
▪ Доступ к 280+ лекциям на год
▪ Участие в конференциях 8, 22 мая и 5 июня.
Оформить подписку можно по ссылке
Diffusion Models Beat GANs on Image Synthesis from OpenAI team
📄 Paper: https://arxiv.org/abs/2105.05233v3
📦 Github: https://github.com/openai/guided-diffusion
📄 Paper: https://arxiv.org/abs/2105.05233v3
📦 Github: https://github.com/openai/guided-diffusion
GitHub
GitHub - openai/guided-diffusion
Contribute to openai/guided-diffusion development by creating an account on GitHub.
Interesting environment for traffic load simulation
https://github.com/eleurent/highway-env
https://github.com/eleurent/highway-env
GitHub
GitHub - Farama-Foundation/HighwayEnv: A minimalist environment for decision-making in autonomous driving
A minimalist environment for decision-making in autonomous driving - GitHub - Farama-Foundation/HighwayEnv: A minimalist environment for decision-making in autonomous driving
Wrote new awesome tutorial on how to build your own Blockchain full-node from scratch in Python based on Proof Of Work algorithm
https://a-nikishaev.medium.com/writing-proof-of-work-blockchain-full-node-from-scratch-848ef33d7448
https://a-nikishaev.medium.com/writing-proof-of-work-blockchain-full-node-from-scratch-848ef33d7448
Medium
Writing Proof Of Work Blockchain full-node from scratch
In this article, I want to cover a simplified but working example of decentralized Blockchain based on Proof Of Work algorithm, some sort…
Neural Network from China on 1.75 Trillion parameters. Dont forget that GPT-3 has 175 Billions parameters, and training cost $12M
Seems to me few GPUs that i have will not help me in the next projects)
https://www.engadget.com/chinas-gigantic-multi-modal-ai-is-no-one-trick-pony-211414388.html
Seems to me few GPUs that i have will not help me in the next projects)
https://www.engadget.com/chinas-gigantic-multi-modal-ai-is-no-one-trick-pony-211414388.html
Engadget
China's gigantic multi-modal AI is no one-trick pony
Researchers from the Beijing Academy of Artificial Intelligence announced on Tuesday the release of Wu Dao, a mammoth AI seemingly capable of doing everything GPT-3 can do, and more.
Как превращать накопленные данные в новые продукты?
Узнай об этом на мероприятии от X5 – X5Tech Future Night 18 июня. Отдельная секция, посвященная Big Data, стартует в 16:00. Спикеры Дмитрий Прусов (X5 Group), Роман Доронин (EORA.ai), Олег Хомюк (Lamoda), Владимир Горовой (Яндекс.Вертикали) и другие.
Кроме того, в программе есть секции про инновации и дизрапт.
О чем будут говорить:
— Нужны ли бизнесу инновации или они только съедают деньги?
— Как стартапам взаимодействовать с корпорациями и находить финансирование?
— Как не погубить бизнес в эпоху дизрапта?
В финале вечера музыкальный баттл от корпоративных команд из X5 Group, Сколково и Лаборатории Касперского. И концерт приглашенной звезды электронной сцены.
Участие бесплатное. Стоит зарегистрироваться прямо сейчас, количество мест ограничено https://x5retail.tech/
Узнай об этом на мероприятии от X5 – X5Tech Future Night 18 июня. Отдельная секция, посвященная Big Data, стартует в 16:00. Спикеры Дмитрий Прусов (X5 Group), Роман Доронин (EORA.ai), Олег Хомюк (Lamoda), Владимир Горовой (Яндекс.Вертикали) и другие.
Кроме того, в программе есть секции про инновации и дизрапт.
О чем будут говорить:
— Нужны ли бизнесу инновации или они только съедают деньги?
— Как стартапам взаимодействовать с корпорациями и находить финансирование?
— Как не погубить бизнес в эпоху дизрапта?
В финале вечера музыкальный баттл от корпоративных команд из X5 Group, Сколково и Лаборатории Касперского. И концерт приглашенной звезды электронной сцены.
Участие бесплатное. Стоит зарегистрироваться прямо сейчас, количество мест ограничено https://x5retail.tech/