Neural Networks

Researchers from Samsung AI and Skolkovo Institute of Science and Technology have produced a system that can create realistic fake videos of a person talking, given only a few images…

The new release 0.3 of PyTorch’s torchvision library brings several new features and improvements. The newest version of torchvision includes models for semantic segmentation, instance segmentation, object detection, person keypoint…

Researchers from Google AI have proposed a new method for depth estimation of moving people. The new method is capable of handling videos where both the people and the camera…

Facebook AI Research (FAIR) has released Phytia – an open-source framework for multimodal learning. Built on top of PyTorch, Pythia supports multitask learning for the vision and language domains. Multimodal…

In a paper published today on Arxiv, researchers propose a method that generates drafts of scientific ideas and acts as an automatic research assistant. PaperRobot, as it was named, is…

A group of researchers from Google AI, Stanford University School of Medicine, Northwestern Medicine and NYU Langone Health published their work on early lung cancer diagnosis with machine learning. The…

Researchers from Google Research have proposed a novel approach to semi-supervised learning that achieves state-of-the-art results in many datasets and with different labeled data amounts. In semi-supervised learning, methods use…

Researchers from Samsung AI and the Skolkovo Institute of Science and Technology have published a paper where they propose a new state-of-the-art method for human pose tracking. In the paper,…

Researchers from the Department of Computer Science and Visual Geometry Group at the University of Oxford have proposed a new self-supervised learning method for video correspondence flow. The task of…

Researchers from Google AI have proposed a new speech-to-speech translation model and a new experimental system that shows faster inference and improved quality of the translation. The new translation model…

Google’s AutoML system for tabular data took part of Kaggle Days Hackathon and entered a machine learning competition for the first time. AutoML (as it is nicknamed) was competing against…

Google announced the first release of TensorFlow Graphics – differentiable graphics layers for TensorFlow which connect deep learning with computer graphics. In the past years, a lot of research within…

Researchers from the University of Surrey, the Queen Mary University of London and Samsung AI have proposed a novel neural network model that achieves state-of-the-art performance in person re-identification. Person…

On the second day of Facebook’s annual developer conference F8, the company announced the arrival of PyTorch 1.1. The improvement is a big milestone for PyTorch and includes new developer…

Researchers from the Czech Technical University and Snap Inc. have proposed a novel method that given a portrait image and a style exemplar generates a portrait of a desired style.…

Researchers from Google Brain and Carnegie Mellon University have proposed a new data augmentation method that achieves state-of-the-art results on IMDB Dataset (with just 20 labeled examples), SSL Cifar10 and…

OpenAI has released MuseNet – a deep neural network that creates musical compositions with 10 different instruments. The neural network model is based on the general unsupervised method as the…

A novel method proposed by researchers at Stanford University encodes RGB frames from videos and predicts future semantic segmentation. In the past, researchers have tackled a wide variety of prediction…

Open AI released Sparse Transformers – deep neural network models which set new records in predicting what comes next in a sequence. Researchers from OpenAI proposed an improvement to the…