U-GAT-IT – New State-of-the-art Method For Image-to-Image Translation
17 August 2019
U-GAT-IT – New State-of-the-art Method For Image-to-Image Translation
A group of researchers from NCSOFT and Boeing Korea Engineering and Technology Center has proposed a novel state-of-the-art method for image-to-image translation. By introducing several novelties, researchers managed to build…
DeepMind Uses Machine Learning To Track Serengeti Wildlife
15 August 2019
DeepMind Uses Machine Learning To Track Serengeti Wildlife
Researchers from Deepmind have joined forces with ecologists and conservationists to use machine learning for the purpose of studying wildlife behavior in Tanzania’s Serengeti National Park. The project builds upon…
Google AI Released A Novel Self-Supervised Method for Video Understanding
13 August 2019
Google AI Released A Novel Self-Supervised Method for Video Understanding
A group of researchers from Google Research and Deepmind has proposed a novel, self-supervised method for video understanding. The new method, called Temporal Cycle-Consistency Learning (TCC) is able to align…
Researchers Used Machine Learning To Map Entire Fruit Fly Brain
6 August 2019
Researchers Used Machine Learning To Map Entire Fruit Fly Brain
Researchers from Google, in collaboration with researchers from Janelia Research Campus and Cambridge University, have presented a method for fully automated reconstruction of an entire fruit fly brain. In their…
Gated-SCNN: New State-of-the-art Method for Semantic Segmentation
31 July 2019
Gated-SCNN: New State-of-the-art Method for Semantic Segmentation
A group of researchers from NVIDIA, the University of Waterloo, the University of Toronto and the Vector Institute have published a new state-of-the-art method for semantic segmentation. The novel method…
Facebook AI Research Released AI-powered Tools To Map The World
26 July 2019
Facebook AI Research Released AI-powered Tools To Map The World
Facebook AI researchers have released details of a new method for generating maps and predicting road networks using deep learning and satellite images. The new method achieves state-of-the-art results in…
Lyft Open-Sourced Its Level 5 Autonomous Driving Dataset
25 July 2019
Lyft Open-Sourced Its Level 5 Autonomous Driving Dataset
Lyft has open-sourced its autonomous driving dataset from its Level 5 self-driving fleet. The dataset, as one of the largest publicly available datasets of this kind, contains high-quality data from…
Researchers Release A Dataset of Natural Adversarial Examples
23 July 2019
Researchers Release A Dataset of Natural Adversarial Examples
Researchers have shown that deep neural network classifiers fail to produce correct output when given specific samples with minor feature perturbations called adversarial examples. Generally, adversarial examples were created intentionally…
Deep TabNine: Code Autocomplete Tool That Uses Deep Learning
21 July 2019
Deep TabNine: Code Autocomplete Tool That Uses Deep Learning
The team behind TabNine – a tool for smart autocomplete for programming, has announced a new deep learning model that greatly improves suggestion quality. Deep TabNine, as the new model…
DVD-GAN: Deepmind’s New Model Generates Realistic Videos
18 July 2019
DVD-GAN: Deepmind’s New Model Generates Realistic Videos
Researchers from Google Deepmind have proposed a novel method for efficiently generating videos using a deep neural network. In their paper, named “Efficient Video Generation on Complex Datasets”, researchers led…
BigGAN + BiGAN = BigBiGAN: New State-of-the art Model In Representation Learning
14 July 2019
BigGAN + BiGAN = BigBiGAN: New State-of-the art Model In Representation Learning
In the past years, Generative Adversarial Networks (or GANs) have shown unprecedented performance on tasks such as image generation. In a novel paper, researchers from Google Deepmind proposed a novel…
Robot Uses Machine Learning to Harvest Lettuce
14 July 2019
Robot Uses Machine Learning to Harvest Lettuce
The ‘Vegebot’ – a vegetable-picking robot that uses machine learning to harvest lettuce was developed by researchers from the University of Cambridge. The new robot shows that machine learning can…
GAN Network Can Do Lip Reading And Output Speech
7 July 2019
GAN Network Can Do Lip Reading And Output Speech
Researchers from Imperial College London and the Samsung AI Centre have proposed a method for visual speech recognition that can perform lipreading and synthesize audio out from the signal. To…
Researchers Created World’s First AI Universe Simulator
7 July 2019
Researchers Created World’s First AI Universe Simulator
A group of researchers from the Flatiron Institute’s Center for Computational Astrophysics has developed the world’s first deep learning-based 3D simulation of the universe. For the purpose of getting a…
Neural Network Identifies Emotions from The Way of Walking
5 July 2019
Neural Network Identifies Emotions from The Way of Walking
A group of researchers from the University of North Carolina and the University of Maryland has developed a method for identifying emotions from people’s walking style. The method, based on…
Researchers Use Machine Learning To Automatically Translate Long-Lost Languages
2 July 2019
Researchers Use Machine Learning To Automatically Translate Long-Lost Languages
A group of researchers from CSAIL at MIT and Google Brain used machine learning to automatically translate lost languages. The team developed a neural network-based system that can decipher texts…
Google Announced The Release of a New Dataset YouTube-8M Segments
30 June 2019
Google Announced The Release of a New Dataset YouTube-8M Segments
Google AI announced the release of a new dataset – YouTube-8M Segments. The novel dataset is an extension of the wide-known YouTube-8M dataset with human-verified labels on a subset of…
Google Maps Now Predicts Bus Delays With Machine Learning
28 June 2019
Google Maps Now Predicts Bus Delays With Machine Learning
Google announced the introduction of the new Google Maps feature – live traffic delay for busses, which uses machine learning to forecast bus delays in hundreds of cities across the…
STEAL: Novel State-of-the-art Method For Semantic Boundaries Prediction
26 June 2019
STEAL: Novel State-of-the-art Method For Semantic Boundaries Prediction
Researchers from NVIDIA have proposed a novel state-of-the-art method for learning semantic boundaries of objects in images. In their novel paper, “Devil is in the Edges: Learning Semantic Boundaries from…
Waymo Releases A Large Dataset For Autonomous Driving
25 June 2019
Waymo Releases A Large Dataset For Autonomous Driving
Waymo, the former Google self-driving project and one of the industry leaders in self-driving technology at the moment, is releasing a large public dataset for autonomous driving. As announced during…
Zoom to Learn, Learn to Zoom: Intel’s Deep Neural Network Improves 4X Computational Zoom
25 June 2019
Zoom to Learn, Learn to Zoom: Intel’s Deep Neural Network Improves 4X Computational Zoom
In a novel paper, researchers from UC Berkeley, HKUST and Intel Labs propose a deep learning based method that improves 4X computational zoom. In the past, many researchers have focused…