"absolutely brilliant"
—Nobel Laureate Danny Kahneman

The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence

Gary Marcus: https://arxiv.org/abs/2002.06177

#AIDebate #DeepLearning #RobustAI

CS 287 Advanced Robotics – Fundamental Knowledge
Abbeel et al.: https://people.eecs.berkeley.edu/~pabbeel/cs287-fa19/exam/cs287-fa19-exam-study-handout.pdf
#ArtificialIntelligence #ReinforcementLearning #Robotics

Anyone here have a bio-inspired model they want to benchmark? There's a $20k Kaggle competition hosted by François Chollet:
The Abstraction and Reasoning Challenge -- Create an AI capable of solving reasoning tasks it has never seen before.
The Abstraction and Reasoning Corpus (ARC) provides a benchmark to measure AI skill-acquisition on unknown tasks, with the constraint that only a handful of demonstrations are shown to learn a complex task.
Link: https://www.kaggle.com/c/abstraction-and-reasoning-challenge/overview 😎

Neural network based finger counting technique
#deeplearning #machinelearning #ai
Abstract: https://www.ijser.org/researchpaper/Neural-Network-based-finger-counting-technique.pdf

Replacing Mobile Camera ISP with a Single Deep Learning Model. http://arxiv.org/abs/2002.05509

New benchmark dataset for data-driven weather forecasting: WeatherBench
WeatherBench: A benchmark dataset for data-driven weatherforecasting

code https://github.com/pangeo-data/WeatherBench

paper https://arxiv.org/pdf/2002.00469.pdf

NeurIPS 2019 Implementations
Papers with code: https://paperswithcode.com/conference/neurips-2019-12
#ArtificialIntelligence #DeepLearning #NeurIPS2019

Create machine learning or deep learning model only in 3 lines of code.
https://techgrabyte.com/amazon-creates-autogluon/

How can we guide #AI to learn the way humans do? Research from last year looked at the brain's structure to find out. Read more in this

https://science.sciencemag.org/content/363/6428/692

Removing people from complex backgrounds in real time using TensorFlow.js in the web browser
Jason Mayes, GitHub: https://github.com/jasonmayes/Real-Time-Person-Removal
#DeepLearning #TensorFlow #TensorFlowJS

Two weeks ago, Facebook open-sourced its homegrown lightweight interactive visualization library/tool for AI Research — HiPlot. It enables ML researchers and Data Scientists to analyze correlations and observe patterns in high-dimensional data, mainly using parallel plots.

Yours Truly put together the Internet's First Tutorial on this fresh off-the-shelf tech.

https://medium.com/@viveckh/learn-hiplot-in-6-mins-facebooks-python-library-for-machine-learning-visualizations-330129d558ac

Is there a way the quality of this videos can be enhanced?

[https://www.youtube.com/watch?v=vK_q-C-kXhs&](https://www.youtube.com/watch?v=vK_q-C-kXhs&)

How many gender subtypes exist in the brain?

Combining fMRI and behavioral data, researchers examined gender identity in cisgender & transgender individuals using machine learning. #AI identified at least nine dimensions of brain-gender variation.

https://neurosciencenews.com/machine-learning-gender-15717/amp/

Video of Yann Lecun talk at the ACM India Event at IIT Gandhinagar, on 2020-02-15.

Slides are here: https://drive.google.com/file/d/1z9L1fRzTFDl-_NGad2QpDBfkPx-aPts8/view?fbclid=IwAR0mjG69ECZERjfVB8FYCUZ15SQSx9igBKhnpFiUBJnXCpnbVKmDlp1Rq9U

video : https://youtu.be/ARdDCRbmw2w?t=8223

(cued to 2:17:00 into the stream of the whole event).

How to build a brain from scratch

Cool course taught by an experimental psychology dept. Overview of RL, deep learning, generative models, unsupervised learning and parallel topics in learning theory, neuroscience, mental simulation.

Lecture slides/notes https://humaninformationprocessing.com/teaching/