A summary of recent updates in the field of Artificial Intelligence (AI) for week 47 of 2020. For more regular updates and related discussions, join us in the Artificial Intelligence Community. As always, thanks for your support for sharing it with your friends and colleagues on social media.

Industry updates for week 47 of 2020

This section is for recent industry updates related to Artificial Intelligence.

  • Project Guideline: Google’s pilot project Project guideline is for the blind and visually impaired which is a collaborative effort with Guiding Eyes venture. The application helps the visually impaired to follow the path line using intimation in the left or right ear according to the required position. To get a quick read, visit here.
  • DeePMD-kit: The researchers from Lawrence Berkeley National Laboratory have developed an ML-based software package for molecular dynamics modeling. The DeePMD is Deep Potential Molecular Dynamics which is an optimized AIMD code. Here is the full article for a quick read.
  • AI-based sarcasm detection: Researchers in China have developed a sarcasm detector using a twitter-based dataset. The algorithm uses text and image together to determine sarcasm. To know more, visit here.
  • Tensorflow for MacOS: Apple released a forked version of Tensorflow specially optimized for Intel’s Mac and Mac with 1 chip. To know more, visit here.
  • Human Image Synthesis: The Impersonator++   mimics human movements from the target video and modifies source images according to it.
  • Hum to search: Google’s AI has released Hum to Search platform to find a song by humming. The model tries to match the song’s spectrogram to the embedded melody produced by the model itself. To read the full article, visit here.
  • AI for diagnoses: The tinnitus diagnosis from brain scans are now possible with the help of AI. The Australian researchers have developed an algorithm that detects the presence of tinnitus and its severity. To know more, visit here.
  • EMNLP 2020 awards UC Berkeley Team as best: The EMNLP 2020 awarded UC Berkeley with the best paper award for digitally voicing silent speech. Here is the entire article for a quick read.

Articles for week 47 of 2020

This section is for recent Blog Posts/Tutorials related to Artificial Intelligence.

  • Popular hyperparameter tuning with Keras: The post explains the most common hyperparameter techniques that are tuned using Keras tuner. It includes Manual Grid, Random search, and Bayesian optimization. To read more, visit here.
  • Deep Learning for accelerating grasp optimized motion planning: The researchers from the University of California at Berkeley have proposed an optimization technique for motion planning. To read more, visit here.
  • Top YouTube channels for Python programming: In case you wish to master Python and want all the sources to do so, this blog is meant for your needs. Of course, these channels are free and mind you, it’s also the best.
  • Slack groups for Machine LearningHere is a list of the top 10 slack groups for a data scientist to learn Machine Learning. 
  • Best read for NLP researchers: The post leads to the top 10NLP papers for researchers to get the best up-to-date read.
  • AI to treat at-risk children: The researchers from Oak Ridge Lab have developed explainable AI to help medical practitioners in the diagnosis and treatment of children and adults. Here is the full post for a quick read.
  • AI Incident Database: To correct an AI failure, we need a collection of known AI failures. Here is a database for AI Incident responses.
  • AI for latest in AI: A refined model for summarising scientific literature for getting cutting-edge research in the field of AI. Here is the entire article for a quick read.

Softwares

This section is for recent Tools/Applications related to Artificial Intelligence.

Videos

This section is for recent Lectures/Conferences/Webinars related to Artificial Intelligence.

  • Random Forest Regression: A tutorial video for RFR in python, sklearn, and Jupiter notebook. It covers quite important concepts such as the number of estimators, minimum sample split, and bootstrap.
  • Video-conferencing with smart glasses: The Egocentric Videoconferencing helps connect to video calls with smart glasses or mixed reality devices. Here is the demo video for a better picture.
  • AI, the future of pop music: The application of AI is expanding in almost every aspect of human intervention and not to forget the songwriting using AI. Here is a fun video of seeing another side of the coin.
  • Stylized neural painting: The researchers at the University of Michigan have developed a neural network-based painting developer using an image to image translation. Here is the video for a quick view.
  • Q-learning: The video explains Q-learning in Reinforcement Learning using examples.

Research

This section is for recent research published related to Artificial Intelligence.

Miscellaneous

This section is for updates for other various related topics to Artificial Intelligence.

  • Responsible Machine Learning Book: To get a free copy, register here.

That’s all for the week 47 of 2020. In case you think we have missed out on something and that is significant to add, please free to reach out and submit to us via our Contact form or via Social media channels: Twitter and Facebook.