Neural Networks

A group of researchers from Simon Fraser University and Autodesk Research has built a GAN network that can generate realistic floor plan layouts. The model, named House-GAN is a relational…

DeepMind has announced that they have developed a Reinforcement Learning (RL) agent that outperforms human baselines in all 57 Atari games, as part of the Atari57 suite. Back in 2012,…

Researchers and engineers from Menlo Park-based startup Leia Inc., have collected and released a large-scale stereo image dataset with in-the-wild images. The dataset called Holopix50k, was collected with the main…

Researchers from Google have developed a new deep neural network that makes weather forecasts on par or better than physical models. Today, in a new blog post, researchers from Google…

A group of researchers from the Harbin Institute of Technology, the University of Adelaide and the Hafei University of Technology, has proposed a novel state-of-the-art method in scene text recognition…

Today, researchers from Google AI in collaboration with DeepMind, have introduced “Dreamer” – a novel, state-of-the-art Reinforcement Learning(RL) agent that learns a world model and uses it to make long-sighted…

Researchers from the University of Adelaide in Australia have proposed a novel state-of-the-art method for instance segmentation. In their latest paper, “Conditional Convolutions for Instance Segmentation”, they propose a new…

Today, Google has announced the release of Tensorflow Quantum – for hybrid quantum-classical machine learning. Researchers from Google Research in collaboration with researchers from several Universities have developed this software…

AI Sky Eye has announced the release of DroneVehicle: a new challenge in vehicle detection and counting from drone images. DroneVehicle is yet another challenge in the series of challenges…

Researchers from Facebook AI have developed a new system that can do sound source separation to a very high level of accuracy. The problem of sound source separation has existed…

A group of researchers from Peking University and the Peng Cheng Laboratory have proposed a new method for person image generation that achieves superior results in image spatial transformation. The…

Twitter has announced a new challenge called RecSys 2020 which aims towards pushing the state-of-the-art in recommender systems. Researchers engineers from Twitter designed this challenge to encourage the development of…

DeepMind researchers have released predictions of the protein structures associated with the currently spreading pathogen known as coronavirus or COVID-19. In an attempt to provide additional resources for the rapid…

Google AI has announced the release of a new version of the popular Open Images dataset – Open Images V6. The new version comes with an expanded set of annotations…

A group of researchers from the University of Zaragoza, has proposed a novel method for LIDAR semantic segmentation that achieves state-of-the-art performance on popular public segmentation benchmakrs while being more…

A group of researchers has collected and released a new dataset of facial expressions extracted from pre-modern Japanese art. The dataset, called KaoKore contains 5552 RGB image files of size…

Researchers from the Visual Geometry Group at the University of Oxford have proposed a new self-supervised method for dense tracking which outperforms current state-of-the-art methods in self-supervised visual object tracking.…

Generative Adversarial Networks have been applied to many domains in image-to-image translation. However, it represents a challenge for GANs to successfully transfer both style and content from one to another…

Microsoft announced that it has trained a massive, 17-billion parameter language model that outperforms current state-of-the-art models on many NLP tasks. Turing-NLG, as the new model was called has almost…

In a collaboration with researchers from Synthesis AI and Columbia University, researchers from Google have developed a new method that can detect transparent objects. Detection of transparent objects is a…

A group of researchers from the Minessota Robotics Institute has proposed a novel method that uses deep learning for enhancement and super-resolution of underwater images. In their paper, named “Simultaneous…