Advanced NLP capabilities in Watson Discovery
28 November 2021
Advanced NLP capabilities in Watson Discovery
IBM has announced the addition of new natural language processing features to Watson Discovery, a text search and analysis platform that can extract important information hidden in corporate data. The…
Visual Genome: labeled images dataset
25 November 2021
Visual Genome: labeled images dataset
Visual Genome is a dataset with more than 100,000 images and descriptions of all objects on them. The dataset is intended for use in object search and recognition tasks. Visual…
GauGAN2: generating realistic images by multiple words
24 November 2021
GauGAN2: generating realistic images by multiple words
The NVIDIA GauGAN2 neural network, trained on 10 million nature photos, generates realistic images based on a brief description. Then you can add new objects to the image by drawing…
XLS-R: FAIR speech recognition model in 128 languages
21 November 2021
XLS-R: FAIR speech recognition model in 128 languages
FAIR has posted the code of XLS-R, a self-learning model that performs speech recognition, to the public. XLS-R supports 128 languages and surpasses all previous multilingual models in benchmarks. The…
Google is testing an app for people with speech disorders
20 November 2021
Google is testing an app for people with speech disorders
Google invites people with speech disorders to join the testing of the Android application Project Relate. The application is aimed at simplifying the communication of people with stroke, ALS, Parkinson’s…
SynapseML: Microsoft library for creating ML pipelines
19 November 2021
SynapseML: Microsoft library for creating ML pipelines
Microsoft has made SynapseML, a framework that allows you to create scalable machine learning pipelines, publicly available. In SynapseML, several existing ML platforms and new Microsoft algorithms are combined into…
Neural network predicted COVID-19 spreaders among animals
18 November 2021
Neural network predicted COVID-19 spreaders among animals
The neural network has identified 540 mammals that are most likely to be COVID-19 distributors. According to the model, minks, buffaloes and bats are among the 10% most likely distributors,…
MetNet-2: Google’s 12-hour weather prediction model
16 November 2021
MetNet-2: Google’s 12-hour weather prediction model
Google AI has introduced MetNet-2 — an improved version of the MetNet weather prediction model. MetNet-2 allows you to forecast the weather for 12 hours ahead with a spatial resolution…
Commonsense-Dialogues: Amazon dataset of everyday dialogues
12 November 2021
Commonsense-Dialogues: Amazon dataset of everyday dialogues
Commonsense-Dialogues is an Amazon dataset containing 11,000 dialogues from everyday life. The dataset is aimed at teaching models to understand the hidden meanings of replicas. To date, AI assistants do…
NVIDIA introduced 3D AI assistants
12 November 2021
NVIDIA introduced 3D AI assistants
NVIDIA has announced Omniverse Avatar, a platform for creating AI avatars representing three-dimensional characters who can see, speak and understand speech. Avatars are suggested to be used by companies when…
AI algorithms were used to assess the reliability of tenants
9 November 2021
AI algorithms were used to assess the reliability of tenants
Obligo, a New York-based fintech startup, uses machine learning to determine the level of reliability of tenants. The positive rating of the tenant during the automatic verification of his bank…
Texformer: transformer-based 3D pose estimation
7 November 2021
Texformer: transformer-based 3D pose estimation
Texformer is a framework for evaluating 3D poses from a single image using a transformer architecture. Texformer’s pose recovery accuracy is higher than that of state-of-the-art models based on convolutional…
PARP: algorithm for pruning speech recognition models
6 November 2021
PARP: algorithm for pruning speech recognition models
PARP is the most effective method among analogues for cropping large speech recognition models. PARP can be used for automatic speech recognition in rare languages. Speech recognition technology has become…
Google neural network corrects grammatical errors on smartphones
5 November 2021
Google neural network corrects grammatical errors on smartphones
On Google Pixel 6 smartphones, the keyboard has built-in automatic detection and correction of grammatical errors using a neural network. Text processing is performed in real time and is fully…
Context IQ: Microsoft 365 AI Features
4 November 2021
Context IQ: Microsoft 365 AI Features
Microsoft has announced the addition of deep learning-based features to Microsoft 365 to quickly solve routine tasks. These functions search for and offer the user information and files that they…
FAIR ReSkin: Artificial skin for robots
3 November 2021
FAIR ReSkin: Artificial skin for robots
FAIR presented ReSkin, a material with sensors that measure the location of contact with an object and the amount of force applied. ReSkin is planned to be used for robots…
Go Emotions: Google AI dataset for sentiment analysis
31 October 2021
Go Emotions: Google AI dataset for sentiment analysis
The Google AI GoEmotions dataset consists of comments from Reddit users with labels of their emotional coloring. GoEmotions is designed to train neural networks to perform deep analysis of the…
Language models mimic the work of the brain
29 October 2021
Language models mimic the work of the brain
Scientists have revealed the similarity of the work of natural language processing models with brain activity during the perception of language information. In particular, predicting the next word based on…
The Google SimVLM model generates image captions
25 October 2021
The Google SimVLM model generates image captions
Google has introduced a SimVLM model that generates text from a single image. SimVLM features include forming a simple sentence description, completing a sentence with the first few words, and…
ControlFlag: Intel automatic code debugging tool
25 October 2021
ControlFlag: Intel automatic code debugging tool
Intel has made ControlFlag, a machine learning tool that automatically detects errors in the code, publicly available. ControlFlag has already found bugs in codes used several billion times a day.…
The neural network was trained to simulate the olfactory system of a fruit fly
20 October 2021
The neural network was trained to simulate the olfactory system of a fruit fly
Scientists have created a three-layer neural network that classifies odors. After training, the model of communication between neurons accurately reproduced the structure of the olfactory system of a fruit fly.…