Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One
Grathwohl et al.: https://arxiv.org/abs/1912.03263
#ArtificialIntelligence #DeepLearning #MachineLearning

The good old days... 😊

BYTE Magazine, April 1985.

Special issue on Artificial Intelligence featuring articles by Marvin Minsky, Geoffrey E. Hinton, Patrick H. Winston, Carl Hewitt, Roger Schank, Dana E. Ballard, Jerome A. Feldman, Chris Brown and several others.

Dana, Jerry and Chris were all professors of mine at the University of Rochester where I was an undergraduate at the time.

I haven't reread the articles yet, but I'm really curious to see what "Brain-like networks" are all about. :-)

NeurIPS 2019 videos

https://slideslive.com/neurips/

World's first AI to create websites in minutes

https://fronty.com/

IT-2025
IT INNOVATION & EXCELLENCE
AWARDS 2019
Theme : Business Transformation using Cognitive and Emerging Technologies

https://www.csimumbai.org/it2025-19/

Top 10 Free Deep Learning Massive Open Online Courses

https://edgy.app/top-10-free-deep-learning-massive-open-online-courses?pfrom=tech&fp=a7&es_p=10715196

The Generative Deep Learning Book
A great book, by David Foster : https://www.mechatroniclib.com/2019/12/generative-deep-learning-teaching.html?fbclid=IwAR2pjzFjwuN8qIyEaB8DL6_DaRdAFFh92klL5qUbxKurigNsyUP9-axQmxM

"Interpretable comparison of distributions and models"
Arthur Gretton, Dougal Sutherland, Wittawat Jitkrittum
Slides :
Part 1: https://gatsby.ucl.ac.uk/~gretton/papers/neurips19_1.pdf
Part 2: https://gatsby.ucl.ac.uk/~gretton/papers/neurips19_2.pdf
Part 3: https://gatsby.ucl.ac.uk/~gretton/papers/neurips19_3.pdf
#ArtificialIntelligence #MachineLearning #NeurIPS2019

NVIDIA’s Top 10 AI Research Papers of 2019 https://news.developer.nvidia.com/nvidias-top-10-ai-developer-stories-of-2019/

#NeurIPS2019_2019-12-09_19-49-34.xlsx
View an interactive version of this graph (experimental) https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218538

100 Best Coursera Courses, Specializations, Classes, Certifications, and Training Online 2020icon

https://www.jadirectives.com/best-coursera-courses-certifications-specializations/#3_Coursera_Courses_for_Data_Science_Specialization

Yoshua Bengio talks about what's next for deep learning
@ArtificialIntelligenceArticles
omorrow at NeurIPS, Yoshua Bengio will propose ways for deep learning to handle "reasoning, planning, capturing causality and obtaining systematic generalization." He spoke to IEEE Spectrum on many of the same topics.
@ArtificialIntelligenceArticles
https://spectrum.ieee.org/tech-talk/robotics/artificial-intelligence/yoshua-bengio-revered-architect-of-ai-has-some-ideas-about-what-to-build-next

@ArtificialIntelligenceArticles

Putting An End to End-to-End: Gradient-Isolated Learning of Representations
Lowe et al.: https://arxiv.org/abs/1905.11786
#MachineLearning #DeepLearning #ArtificialIntelligence

Generate 3D Avatars from a Single Image! Wide range of applications from virtual/augmented reality (VR/AR) and telepsychiatry to human-computer interaction and social networks. https://www.profillic.com/paper/arxiv:1912.03455

code request link: https://bit.ly/DigitalTwinAvatar

The Human Body is a Black Box": Supporting Clinical Decision-Making with Deep Learning
Mark Sendak et al.: https://arxiv.org/abs/1911.08089
#deeplearning #neuroscience #artificialintelligence

Pre-Debate Material
From System 1 Deep Learning to System 2 Deep Learning
Wed Dec 11th 02:15 -- 03:05 PM PT, live streamed from NeurIPS
Yoshua Bengio https://neurips.cc/Conferences/2019/Schedule?showEvent=15488
#AIDebate

ICYMI: Beautify your face using a GAN-based architecture!

https://www.profillic.com/paper/arxiv:1912.03630

code request link: https://bit.ly/GANbeauty

Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands
Hans Pinckaers, Geert Litjens : https://arxiv.org/abs/1910.10470
GitHub : https://github.com/DIAGNijmegen/neural-odes-segmentation
#MedNeurIPS #NeurIPS #NeurIPS2019