Applications Archives

MIT Researcher’s Machine Learning Study Can Save Seaweed

AI ShortsOctober 27, 2021

Seaweed is very popular in East Asian cuisines, and it has enormous promise as a long-term food supply for the world's rising population. Seaweed,...

Google AI Introduces Task Affinity Groupings (TAG): A Method That Determines Which Tasks Should Be Trained Together In Multi-Task Neural Networks

AI ShortsOctober 27, 2021

The majority of machine learning (ML) models are designed to learn one task at a time. However, there may be times when learning from...

Hugging Face Introduces “T0”, An Encoder-Decoder Model That Consumes Textual Inputs And Produces Target Responses

AI Paper SummaryOctober 25, 2021

Language models use various statistical and probabilistic techniques to predict the probability of a given sequence of words appearing in a phrase. For this,...

CMU AI Researchers Present A New Study To Achieve Fairness and Accuracy in Machine Learning Systems For Public Policy

AI Paper SummaryOctober 24, 2021

The rapid rise in machine learning applications in criminal justice, hiring, healthcare, and social service intentions substantially impacts society. These wide applications have heightened...

AWS Launches Computer Vision at the Edge with AWS Panorama Appliance

AI ShortsOctober 22, 2021

The launch of a new edge computer vision service SDK from AWS has been eagerly awaited by those who need to analyze camera images....

AI Researchers From Huawei and Shanghai Jiao Tong University Introduce ‘CIPS-3D’: A 3D-Aware Generator of GANs

AI Paper SummaryOctober 21, 2021

The StyleGAN architecture is a great way to generate high-quality images, but it lacks the ability to control camera poses precisely. The recent NeRF...

Intel Open-Sources ‘ControlFlag’, A Machine Learning Based Tool That Can Autonomously Detect Errors In Code

AI ShortsOctober 20, 2021

Intel's principal AI researcher, recently published an article on LinkedIn with the news of the public release of ControlFlag, their machine learning-based software that...

Google AI Introduces SimVLM: Simple Visual Language Model Pre-training With Weak Supervision

AI Paper SummaryOctober 20, 2021

The visual language modeling method has lately emerged as a feasible option for content-based image classification. In this method, each image is converted into...

MIT CSAIL, TU Wien, and IST Researchers Introduce Deep Learning Models That Require Fewer Neurons

AI ShortsOctober 19, 2021

Today's artificial intelligence technology is intended to mimic nature and replicate the same decision-making abilities that people develop naturally in a computer. Artificial neural networks,...

Facebook AI Introduce ‘SaLinA’: A Lightweight Library To Implement Sequential Decision Models, Including Reinforcement Learning Algorithms

AI Paper SummaryOctober 18, 2021

Deep Learning libraries are great for facilitating the implementation of complex differentiable functions. These functions typically have shapes like f(x) → y, where x...