New awesome GAN paper))
https://arxiv.org/abs/1812.04948
https://arxiv.org/abs/1812.04948
Rails Reactor Lecture - Recommendation System. Right now online https://www.facebook.com/RailsReactor/videos/2263385110398870/UzpfSTE2MTYyODUzNTUzNDE4NTQ6Vks6MjAwNzc1NTc3Mjg1MzUwOA/?acontext=%7B%22ref%22%3A%2229%22%2C%22ref_notif_type%22%3A%22admin_plan_mall_activity%22%2C%22action_history%22%3A%22null%22%7D¬if_id=1544807988939694¬if_t=admin_plan_mall_activity
Facebook
Rails Reactor
Ihor Kroosh speaks about Recommender Systems. To watch more videos like this and to be notified when new metups are announced, follow us: https://www.facebook.com/RailsReactor/ and interact with...
The latest improvement in GANs
https://arxiv.org/abs/1812.04948
https://arxiv.org/abs/1812.04948
And here is video of it
https://youtu.be/kSLJriaOumA
https://youtu.be/kSLJriaOumA
YouTube
A Style-Based Generator Architecture for Generative Adversarial Networks
Paper (PDF):
https://stylegan.xyz/paper
Authors:
Tero Karras (NVIDIA)
Samuli Laine (NVIDIA)
Timo Aila (NVIDIA)
Abstract:
We propose an alternative generator architecture for generative adversarial networks, borrowing from style transfer literature. The new…
https://stylegan.xyz/paper
Authors:
Tero Karras (NVIDIA)
Samuli Laine (NVIDIA)
Timo Aila (NVIDIA)
Abstract:
We propose an alternative generator architecture for generative adversarial networks, borrowing from style transfer literature. The new…
New interesting paper in Super Resolution area https://arxiv.org/abs/1812.04240
arXiv.org
Unsupervised Degradation Learning for Single Image Super-Resolution
Deep Convolution Neural Networks (CNN) have achieved significant performance
on single image super-resolution (SR) recently. However, existing CNN-based
methods use artificially synthetic...
on single image super-resolution (SR) recently. However, existing CNN-based
methods use artificially synthetic...
Collection of MIT courses about Machine Learning
https://deeplearning.mit.edu/
https://deeplearning.mit.edu/
Lex Fridman | MIT Lectures
Lectures on Deep Learning, Robotics, and AI | Lex Fridman | MIT
Lectures on AI given by Lex Fridman and others at MIT.
Tough stuff for real learners - Indian Driving Dataset
https://idd.insaan.iiit.ac.in/
https://idd.insaan.iiit.ac.in/
Organic computers may be our future https://phys.org/news/2018-12-amoeba-approximate-solutions-np-hard-problem.html
phys.org
Amoeba finds approximate solutions to NP-hard problem in linear time
Researchers have demonstrated that an amoeba—a single-celled organism consisting mostly of gelatinous protoplasm—has unique computing abilities that may one day offer a competitive alternative to ...
Interesting way of learning AI by yelling at it https://youtu.be/pc_k-sgUYmY
YouTube
DeepMind’s Take on How To Create a Benign AI
The paper "Scalable agent alignment via reward modeling: a research direction" is available here:
1. https://arxiv.org/abs/1811.07871
2. https://medium.com/@deepmindsafetyresearch/scalable-agent-alignment-via-reward-modeling-bf4ab06dfd84
Pick up cool perks…
1. https://arxiv.org/abs/1811.07871
2. https://medium.com/@deepmindsafetyresearch/scalable-agent-alignment-via-reward-modeling-bf4ab06dfd84
Pick up cool perks…
Free dataset for cardio rhythm classification
https://irhythm.github.io/cardiol_test_set/
https://irhythm.github.io/cardiol_test_set/
2.3 Billion accounts was hacked (773M unique)
https://www.troyhunt.com/the-773-million-record-collection-1-data-reach/
https://www.troyhunt.com/the-773-million-record-collection-1-data-reach/
Troy Hunt
The 773 Million Record "Collection #1" Data Breach
Many people will land on this page after learning that their email address has appeared in a data breach I've called "Collection #1". Most of them won't have a tech background or be familiar with the concept of credential stuffing so I'm going to write this…
New interesting research from Facebook about simulating focus effect with DNN
https://research.fb.com/publications/deepfocus-siggraph-asia-2018/
https://research.fb.com/publications/deepfocus-siggraph-asia-2018/
Facebook Research
DeepFocus: Learned Image Synthesis for Computational Displays - Facebook Research
In this paper, we introduce DeepFocus, a generic, end-to-end convolutional neural network designed to efficiently solve the full range of computational tasks for accommodation-supporting HMDs. This network is demonstrated to accurately synthesize defocus…
Retail Product Images Checkout Dataset -https://www.kaggle.com/diyer22/retail-product-checkout-dataset
Kaggle
Retail Product Checkout Dataset
A Large-Scale Retail Product Checkout Dataset
Good course from Stanford "Human behavior biology"
https://tjournal.ru/science/84155-vse-25-lekciy-stenfordskogo-kursa-professora-roberta-sapolski-biologiya-povedeniya-cheloveka (russian)
https://tjournal.ru/science/84155-vse-25-lekciy-stenfordskogo-kursa-professora-roberta-sapolski-biologiya-povedeniya-cheloveka (russian)
TJ
Все 25 лекций Стэнфордского курса профессора Роберта Сапольски «Биология поведения человека» — Наука на TJ
Сексуальное поведение, генетика, шизофрения и многое другое в 25 лекциях курса профессора Роберта Сапольски «Биология поведения человека» на русском языке!
Good Kaggle competition that i recommend for everyone https://www.kaggle.com/c/dont-overfit-ii/data
Kaggle
Don't Overfit! II
A Fistful of Samples
Interesting paper for game developers. it can be used to bug fix games just by watching user gameplay, or for example make them harder/simpler without breaking balance.
https://www.cc.gatech.edu/~riedl/pubs/ijcai17.pdf
https://www.cc.gatech.edu/~riedl/pubs/ijcai17.pdf
ML helping not only with sales or finding cats/cars, it also useful in other areas of science
https://phys.org/news/2019-02-machine-reveals-hidden-turtle-pattern.html
https://phys.org/news/2019-02-machine-reveals-hidden-turtle-pattern.html
phys.org
Machine learning reveals hidden turtle pattern in quantum fireworks
Two years ago, physicists at the University of Chicago were greeted with fireworks—atoms shooting out in jets—when they discovered a new form of quantum behavior. But the patterns underlying the bright ...