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.…
ORBIT: Microsoft dataset of images of household items
20 October 2021
ORBIT: Microsoft dataset of images of household items
ORBIT is a Microsoft dataset for training models to recognize objects from multiple images. ORBIT includes from 1 to 10 videos of 468 objects from everyday life. Usually object recognition…
SaLinA: FAIR library for developing models of sequential decision making
19 October 2021
SaLinA: FAIR library for developing models of sequential decision making
FAIR introduced SaLinA, a framework for developing models of sequential decision-making. Possible applications include reinforcement learning, computer vision, natural language processing. SaLinA’s idea is to make the implementation of sequential…
Neural network trained to predict accidents on the roads
17 October 2021
Neural network trained to predict accidents on the roads
A neural network trained on historical data and satellite images predicts the probability of an accident on certain sections of the road with ultra-high resolution. The model is planned to…
MT-NLG: generative language model of Microsoft and NVIDIA
16 October 2021
MT-NLG: generative language model of Microsoft and NVIDIA
The MT-NLG language model developed by Microsoft and NVIDIA has 530 billion parameters, which is 3 times more than that of GPT-3. MT-NLG consists of 105 layers and surpasses all…
Ego4D: FAIR dataset for teaching models egocentric perception
16 October 2021
Ego4D: FAIR dataset for teaching models egocentric perception
FAIR presented Ego4D — a dataset with videos shot in the first person. The dataset is aimed at teaching computer vision systems to perceive actions in a similar way as…
Google implements the MUM neural network in search
13 October 2021
Google implements the MUM neural network in search
Google has announced new features of its search engine based on the MUM neural network, which will become available in the near future. In particular, the search results page will…
Neural network has built a complete 3D map of a biological cell
9 October 2021
Neural network has built a complete 3D map of a biological cell
With the help of a convolutional neural network, scientists for the first time managed to carry out a complete 3D reconstruction of a biological cell based on electron microscopy data.…
Fake It Till You Make It: Microsoft synthetic face images dataset
9 October 2021
Fake It Till You Make It: Microsoft synthetic face images dataset
Microsoft has introduced a dataset of synthetic facial images Fake It Till You Make It. The dataset is aimed at pre-training facial recognition algorithms before being used in real-world scenarios.…
Google algorithms optimize traffic lights at intersections
7 October 2021
Google algorithms optimize traffic lights at intersections
Google is negotiating with cities around the world to implement algorithms to optimize the operation of traffic lights at intersections. The project is aimed at reducing the number of traffic…
Neural network trained to generate makeup to bypass facial recognition systems
4 October 2021
Neural network trained to generate makeup to bypass facial recognition systems
Israeli researchers have presented a model that generates makeup to bypass facial recognition systems. After applying cosmetics in accordance with the patterns presented by the neural network, the faces of…
DGM: DeepMind model for short-term weather forecasts
4 October 2021
DGM: DeepMind model for short-term weather forecasts
DeepMind has introduced a generative-adversarial DGMR network for weather prediction. DGMR has the highest accuracy of short-term forecasts among similar models. Rain forecasting is crucial for many industries, including aviation…
Minijack: FAIR benchmark for Reinforcement Learning algorithms
4 October 2021
Minijack: FAIR benchmark for Reinforcement Learning algorithms
FAIR has developed MiniHack, an open-source framework for evaluating reinforcement learning algorithms. With the help of MiniHack, you can study such characteristics of agents as learning, memory and credit assignment.…
The Open AI model generates short retellings of books
28 September 2021
The Open AI model generates short retellings of books
OpenAI has trained a neural network to retell the contents of books. The model is based on GPT-3 and uses the method of recursive decomposition, that is, first creates retellings…
FAIR has opened access to the Dynabench model evaluation platform
27 September 2021
FAIR has opened access to the Dynabench model evaluation platform
FAIR has opened access to Dynabench , a free platform for benchmarking models, to everyone. The functionality of the service allows you to evaluate the bias, accuracy and resource intensity…
American schools use text analysis to combat psychological violence
24 September 2021
American schools use text analysis to combat psychological violence
According to a report by the Center for Democracy and Technology, more than 70% of American schools use software to detect signs of bullying, violence and self-harm among schoolchildren. Most…
IC-GAN: generating synthetic images without training individual objects
21 September 2021
IC-GAN: generating synthetic images without training individual objects
IC-GAN is a set of FAIR models for generating images, objects and scenes on which were absent in the training dataset. IC-GAN can be used for data augmentation. Generative-adversarial networks…
Machine learning was used to analyze career growth
20 September 2021
Machine learning was used to analyze career growth
The researchers used neural networks to study periods of high activity of artists, scientists and directors. The obtained results can be used to identify and develop talented teenagers in various…
AIMI: database of medical image datasets
20 September 2021
AIMI: database of medical image datasets
The University of Cambridge has teamed up with Microsoft AI to develop the largest open-source medical image dataset platform, AIMI. AIMI already has more than 1 million images, and this…
Neural network trained to recognize Alzheimer’s disease with record accuracy
20 September 2021
Neural network trained to recognize Alzheimer’s disease with record accuracy
The researchers reported on the development of a method for early diagnosis of Alzheimer’s disease from fMRI images based on ResNet 18. The accuracy of the model is 99.99%, which…
SETI Project: application of machine learning for animal speech recognition
20 September 2021
SETI Project: application of machine learning for animal speech recognition
The CETI collaboration uses machine learning models to decipher the ways sperm whales communicate. The team includes dozens of scientists, including experts in the field of natural language processing, marine…