Deep Bilateral Learning for Real-Time Image Enhancement
Video about image auto-enhancing with neural networks.
https://www.youtube.com/watch?v=GAe0qKKQY_I
#cv #dl #autoenhance #mit #youtube #video
Video about image auto-enhancing with neural networks.
https://www.youtube.com/watch?v=GAe0qKKQY_I
#cv #dl #autoenhance #mit #youtube #video
YouTube
Deep Bilateral Learning for Real-Time Image Enhancement
Performance is a critical challenge in mobile image processing. Given a reference imaging pipeline, or even human-adjusted pairs of images, we seek to reproduce the enhancements and enable real-time evaluation. For this, we introduce a new neural network…
Video displaying progress of GANs for photo generation. Now you can use neural networks to generate HD photo of a person who never existed.
https://www.youtube.com/watch?v=XOxxPcy5Gr4
#GAN #youtube
https://www.youtube.com/watch?v=XOxxPcy5Gr4
#GAN #youtube
YouTube
Progressive Growing of GANs for Improved Quality, Stability, and Variation
Submission video of our paper, published at ICLR 2018. Please see the final version at https://youtu.be/G06dEcZ-QTg
Authors:
Tero Karras (NVIDIA)
Timo Aila (NVIDIA)
Samuli Laine (NVIDIA)
Jaakko Lehtinen (NVIDIA and Aalto University)
For business inquiries…
Authors:
Tero Karras (NVIDIA)
Timo Aila (NVIDIA)
Samuli Laine (NVIDIA)
Jaakko Lehtinen (NVIDIA and Aalto University)
For business inquiries…
How #Netflix used data science to make scripts for the shows:
Video: https://www.youtube.com/watch?v=qXo9jTxfqJ8&feature=youtu.be
Github: http://netflix.github.io
Really great video, showing practical approach, with some focus on human interactions and integrating data insights into the product.
#youtube #netflixresearch
Video: https://www.youtube.com/watch?v=qXo9jTxfqJ8&feature=youtu.be
Github: http://netflix.github.io
Really great video, showing practical approach, with some focus on human interactions and integrating data insights into the product.
#youtube #netflixresearch
YouTube
Netflix Data: From Script to Screen - Netflix Los Angeles - June 2017
Ever wonder how Netflix leverages data and analytics to influence the shows and content they create? Hear it straight from Netflix's LA-based content data team themselves. Netflix’s cast of data professionals share aspects of their processes and tools used…
Imitation by watching YouTube
Learning features from YouTube videos through self-supervision allows us to solve hard exploration games in Atari.
Paper: https://papers.nips.cc/paper/7557-playing-hard-exploration-games-by-watching-youtube.pdf
Youtube: https://www.youtube.com/watch?v=s8ZSVfYmtpc&feature=youtu.be
#RL #YouTube
Learning features from YouTube videos through self-supervision allows us to solve hard exploration games in Atari.
Paper: https://papers.nips.cc/paper/7557-playing-hard-exploration-games-by-watching-youtube.pdf
Youtube: https://www.youtube.com/watch?v=s8ZSVfYmtpc&feature=youtu.be
#RL #YouTube
Google announced the updated YouTube-8M dataset
Updated set now includes a subset with verified 5-s segment level labels, along with the 3rd Large-Scale Video Understanding Challenge and Workshop at #ICCV19.
Link: https://ai.googleblog.com/2019/06/announcing-youtube-8m-segments-dataset.html
#Google #YouTube #CV #DL #Video #dataset
Updated set now includes a subset with verified 5-s segment level labels, along with the 3rd Large-Scale Video Understanding Challenge and Workshop at #ICCV19.
Link: https://ai.googleblog.com/2019/06/announcing-youtube-8m-segments-dataset.html
#Google #YouTube #CV #DL #Video #dataset
👩🎓Online lectures on Special Topics in AI: Deep Learning
Fresh free and open playlist on special topics in #DL from University of Wisconsin-Madison. Topics covering reliable deep learning, generalization, learning with less supervision, lifelong learning, deep generative models and more.
Overview Lecture: https://www.youtube.com/watch?v=6LSErxKe634&list=PLKvO2FVLnI9SYLe1umkXsOfIWmEez04Ii
YouTube Playlist: https://www.youtube.com/playlist?list=PLKvO2FVLnI9SYLe1umkXsOfIWmEez04Ii
Syllabus: http://pages.cs.wisc.edu/~sharonli/courses/cs839_fall2020/schedule.html
#wheretostart #lectures #YouTube
Fresh free and open playlist on special topics in #DL from University of Wisconsin-Madison. Topics covering reliable deep learning, generalization, learning with less supervision, lifelong learning, deep generative models and more.
Overview Lecture: https://www.youtube.com/watch?v=6LSErxKe634&list=PLKvO2FVLnI9SYLe1umkXsOfIWmEez04Ii
YouTube Playlist: https://www.youtube.com/playlist?list=PLKvO2FVLnI9SYLe1umkXsOfIWmEez04Ii
Syllabus: http://pages.cs.wisc.edu/~sharonli/courses/cs839_fall2020/schedule.html
#wheretostart #lectures #YouTube
YouTube
CS839 Special Topics in Deep Learning: Course Overview (Lecture 1)
Interview of Ilya Sutskver
TLDR: thereotically #chatgpt can learn a lot and eventually converge to #AGI given the proper dataset and help of #RLHF (Reinforcement Learning from Human Feedback).
Video provides valuable insights into the current state and future of artificial intelligence. The conversation explores the progress of AI, its limitations, and the importance of reinforcement learning and ethics in AI development. Ilia also discusses the potential benefits of AI in democracy and its potential role in helping humans manage society. This interview offers a comprehensive and thought-provoking overview of the AI landscape, making it a must-watch for anyone interested in understanding the impact of AI on our lives and the world at large.
Youtube: https://www.youtube.com/watch?v=SjhIlw3Iffs
#youtube #Sutskever #OpenAI #GPTEditor
TLDR: thereotically #chatgpt can learn a lot and eventually converge to #AGI given the proper dataset and help of #RLHF (Reinforcement Learning from Human Feedback).
Video provides valuable insights into the current state and future of artificial intelligence. The conversation explores the progress of AI, its limitations, and the importance of reinforcement learning and ethics in AI development. Ilia also discusses the potential benefits of AI in democracy and its potential role in helping humans manage society. This interview offers a comprehensive and thought-provoking overview of the AI landscape, making it a must-watch for anyone interested in understanding the impact of AI on our lives and the world at large.
Youtube: https://www.youtube.com/watch?v=SjhIlw3Iffs
#youtube #Sutskever #OpenAI #GPTEditor
YouTube
The Mastermind Behind GPT-4 and the Future of AI | Ilya Sutskever
In this podcast episode, Ilya Sutskever, the co-founder and chief scientist at OpenAI, discusses his vision for the future of artificial intelligence (AI), including large language models like GPT-4.
Sutskever starts by explaining the importance of AI research…
Sutskever starts by explaining the importance of AI research…