Generative Ai

The New Version Of Tensorflow 1.5.0 Released! (Выпущена новая версия Tensorflow 1.5.0!) #DeepLearning #Tensorflow https://www.techleer.com/articles/457-the-new-version-of-tensorflow-150-released/

AI in 2018 for developers Hi again! In last article I tried to show my vision on what research areas are maturing and can grow big this year. Research is cool, but there must be something from AI world that became mature in 2017 and is ready now to be used in mass applications. This is what this article will be about — I would like to tell about technologies that are good enough to be used in your current work or to build your own startup based on them. Alexandr Gonchar (http://vk.com/id20143288) https://medium.com/@alexrachnog/ai-in-2018-for-developers-2f01250d17c

https://github.com/sld/convai-bot-1337 Skill-based Conversational Agent that took 1st place at 2017 NIPS Conversational Intelligence Challenge (http://convai.io) The chatbot developed for the ConvAI challenge. Our bot is capable of conversing with humans about given text (e.g. a paragraph from Wikipedia article). The conversation is enabled by a set of skills, including chit-chat, topics detection, text summarization, question answering and question generation. The system has been trained in a supervised fashion to select an appropriate skill for generating a response. Furthermore, we have developed an overall dialog quality scorer and next utterance scorer to correct agent's policy. Our bot is implemented with open source software and open data; it is self-hosted, and employs a supervised dialog manager with a linear hierarchy. The latter allows a researcher to focus on skill implementation rather than finite state machine development.

Асинхронная загрузка больших датасетов в Tensorflow https://habrahabr.ru/post/345546/

Stacking Made Easy: An Introduction to StackNet by Competitions Grandmaster Marios Michailidis (KazAnova) http://blog.kaggle.com/2017/06/15/stacking-made-easy-an-introduction-to-stacknet-by-competitions-grandmaster-marios-michailidis-kazanova/

Google представила Tacotron 2, новую систему для преобразования текста в речь https://tproger.ru/articles/tacotron-2-text-into-speech/

ИИ от Google за несколько часов сам научился играть в шахматы и го и победил «чемпионов» https://rb.ru/news/alpha-zero/ https://arxiv.org/pdf/1712.01815.pdf

IBM представила первые серверы Power9 для ИИ https://hightech.fm/2017/12/07/power9

Amazon DeepLens — первая Wi-Fi камера с Deep Learning https://geektimes.ru/company/intel/blog/296201/

Google выпустила картонную камеру за $45. Она поддерживает нейросети https://republic.ru/posts/88098 https://blog.google/topics/machine-learning/introducing-aiy-vision-kit-make-devices-see/