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Machinelearning

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Machinelearning

382K subscribers

Machinelearning

How to Implement GAN Hacks to Train Stable Generative Adversarial Networks

https://machinelearningmastery.com/how-to-code-generative-adversarial-network-hacks/

MachineLearningMastery.com

How to Implement GAN Hacks in Keras to Train Stable Models - MachineLearningMastery.com

Generative Adversarial Networks, or GANs, are challenging to train.

This is because the architecture involves both a generator and a discriminator model that compete in a zero-sum game. It means that improvements to one model come at the cost of a degrading…

3.8K views07:03

Machinelearning

Stand-Alone Self-Attention in Vision Models
Paper: https://arxiv.org/abs/1906.05909

Stand-Alone Self-Attention in Vision Models

Convolutions are a fundamental building block of modern computer vision systems. Recent approaches have argued for going beyond convolutions in order to capture long-range dependencies. These...

3.87K views07:06

Machinelearning

The 2019 IEEE Conference on Computer Vision and Pattern Recognition

Best Papers

https://syncedreview.com/2019/06/18/cvpr-2019-attracts-9k-attendees-best-papers-announced-imagenet-honoured-10-years-later/

Synced | AI Technology & Industry Review

CVPR 2019 Attracts 9K Attendees; Best Papers Announced; ImageNet Honoured 10 Years Later | Synced

The 2019 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) kicked off today in Long Beach, California. CVPR is one of the world’s top three academic conferences in the field of computer vision (along with ICCV and ECCV). A total of 1300 papers…

4.05K viewsedited 08:01

Machinelearning

We Can All Become Video Game Characters With This AI

Video: https://www.youtube.com/watch?v=Y73iUAh56iI

Paper: https://arxiv.org/abs/1904.08379

3.88K views20:11

Machinelearning

Adapters: A Compact and Extensible Transfer Learning Method for NLP

https://medium.com/dair-ai/adapters-a-compact-and-extensible-transfer-learning-method-for-nlp-6d18c2399f62

Adapters: A Compact and Extensible Transfer Learning Method for NLP

Adapters obtain comparable results to BERT on several NLP tasks while achieving parameter efficiency.

4.06K views07:44

Machinelearning

Machine Learning Free Course with TensorFlow APIs by Google

https://developers.google.com/machine-learning/crash-course/

Google for Developers

Machine Learning | Google for Developers

4.64K views14:23

Machinelearning

A Gentle Introduction to Upsampling and Transpose Convolution Layers for GANs

Generative Adversarial Networks, or GANs, are an architecture for training generative models, such as deep convolutional neural networks for generating images

4.37K views07:45

Machinelearning

Deep Set Prediction Networks
https://arxiv.org/abs/1906.06565

4.06K views07:48

Machinelearning

TensorFlow in Practice Specialization

Best practices for TensorFlow, a popular open-source machine learning framework to train a neural network for a computer vision applications

DeepLearning.AI TensorFlow Developer

Offered by DeepLearning.AI. Learn to build AI apps with ... Enroll for free.

4.73K views07:48

Machinelearning

Innovations in Graph Representation Learning

http://ai.googleblog.com/2019/06/innovations-in-graph-representation.html

blog.research.google

Innovations in Graph Representation Learning

4.92K views22:54

Machinelearning

Boosting Machine Learning Tutorial | Gradient Boosting, XGBoost

https://www.youtube.com/watch?v=kho6oANGu_A

Boosting Machine Learning Tutorial | Adaptive Boosting, Gradient Boosting, XGBoost | Edureka

** Machine Learning Certification Training using Python: https://www.edureka.co/python **
This Edureka session will help you understand all about Boosting Machine Learning and boosting algorithms and how they can be implemented to increase the efficiency…

4.28K viewsedited 21:47

Machinelearning

Data Augmentation Strategies for Object Detection

Article: https://arxiv.org/abs/1906.11172

GIthub: https://github.com/tensorflow/tpu/tree/master/models/official/detection

Learning Data Augmentation Strategies for Object Detection

Data augmentation is a critical component of training deep learning models. Although data augmentation has been shown to significantly improve image classification, its potential has not been...

4.25K viewsedited 08:53

Machinelearning

Predicting Bus Delays with Machine Learning

http://ai.googleblog.com/2019/06/predicting-bus-delays-with-machine.html

research.google

Predicting Bus Delays with Machine Learning

Posted by Alex Fabrikant, Research Scientist, Google Research Hundreds of millions of people across the world rely on public transit for their da...

4.69K views08:57

Machinelearning

Announcing the YouTube-8M Segments Dataset

http://ai.googleblog.com/2019/06/announcing-youtube-8m-segments-dataset.html

blog.research.google

Announcing the YouTube-8M Segments Dataset

4.65K views22:31

Machinelearning

Forwarded from Artificial Intelligence

StarAi: FREE Deep Reinforcement Learning Course

https://www.starai.io/course/

StarAi Deep Reinforcement Learning Course

StarAi: Deep Reinforcement Learning Course | StarAi Deep Reinforcement Learning Course

178 views08:43

Machinelearning

How to Develop a GAN for Generating Handwritten Digits

https://machinelearningmastery.com/how-to-develop-a-generative-adversarial-network-for-an-mnist-handwritten-digits-from-scratch-in-keras/

4.8K views08:44

Machinelearning

FREE COURSE Intro to TensorFlow for Deep Learning

This course is a practical approach to deep learning for software developers

https://www.udacity.com/course/intro-to-tensorflow-for-deep-learning--ud187

TensorFlow for Deep Learning Training Course | Udacity

Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!

5.07K viewsedited 07:45

Machinelearning

How to Develop a GAN for Generating Small Color Photographs of Objects

https://machinelearningmastery.com/how-to-develop-a-generative-adversarial-network-for-a-cifar-10-small-object-photographs-from-scratch/

4.31K views08:18

Machinelearning

МегаФон запускает «Фабрику микросервисов» - «завод» по разработке и внедрению новых технологических решений на базе микросервисной архитектуры.
Фабрика базируется в Нижнем Новгороде и будет работать по гибким методологиям Agile, по принципу кросс-функциональных DevOps команд.
В распоряжении «фабрикантов» будут самые передовые инструменты разработки и CI/CD и современный технологический стек.
Стань частью сообщества разработчиков всей группы компаний (Yota, МегаФон, МегаЛабс, NetByNet) – создавай общие инструменты и обменивайся лучшими практиками.

Компания ищет:
Senior/Middle Java Developer - https://job.megafon.ru/vacancy/seniormiddle-java-developer-fabrika-mikroservisov
Quality Assurance engineer - https://job.megafon.ru/vacancy/quality-assurance-engineer-fabrika-mikroservisov
Python Developer - https://job.megafon.ru/vacancy/python-developer-fabrika-mikroservisov
Junior Java Developer - https://job.megafon.ru/vacancy/junior-java-developer-fabrika-mikroservisov
DevOps engineer - https://job.megafon.ru/vacancy/devops-engineer-fabrika-mikroservisov
Системный аналитик - https://job.megafon.ru/vacancy/sistemnyy-analitik-fabrika-mikroservisov

4.83K viewsedited 08:18

Machinelearning

Deep Sketch-Based Modeling of Man-Made Shapes

https://arxiv.org/abs/1906.12337

4.5K views16:54