Neural Networks

Researchers from Yandex research have proposed a new method for semantic image editing in which a GAN output can be controlled by navigating its parameter space. The name of the…

A major scientific breakthrough was announced by DeepMind – their advanced AlphaFold AI System solved the 50-year old challenge in biology known as the “protein folding problem”. In a recent…

The so-called “green screens” are the most common technique for adding custom backgrounds to a foreground object picture, and they have been widely adopted in areas such as film production.…

A group of researchers from several Chinese universities has developed a novel state-of-the-art method for LIDAR semantic segmentation using asymmetrical 3D convolutional networks. In their paper, “Cylindrical and Asymmetrical 3D…

CompressAI – a new PyTorch library for deep learning compression research was released this week. The new library aims to provide researchers with a flexible tool for doing research and…

Researchers from Virginia Tech and Facebook have developed a video completion method that can smoothly remove objects from videos. In their paper, “Flow-edge Guided Video Completion” the group describes their…

A group of researchers from Google Research has proposed a novel method for text-to-image generation that outperforms existing direct text-to-image generation models. In their work, researchers designed a sequential neural…

As part of a larger project aimed to improve and bring accurate 3D object detection on mobile devices, researchers from Google announced the release of large-scale video dataset with 3D…

Deepfakes have been a popular topic in the past few years. The fake portrait videos generated using generative models have been used widely for many different use cases from celebrity…

A group of researchers from Alanya Alaaddin Keykubat University has used deep learning and convolutional neural network to detect Coronavirus COVID-19 disease. In their paper published at Physiol Genomics 2020,…

The Transformer architecture or Transformer models have been one of the largest breakthroughs in AI in the past decade. One of the most powerful models, namely GPT-3 is based on…

In images, almost always the main objects within the depth-of-field are in focus and all other objects including the background are blurred, at least to some extent. This happens due…

A group of researchers has proposed and developed neural network dissection methods, and have used them in order to explore what role do individual units of a deep neural network…

A group of researchers from Tencent AI Labs, has developed and open-sourced a new method for high-fidelity 3D model reconstruction of humans by using RGB-D selfie images. The method works…

Facebook has announced a collaboration with Carnegie Mellon University on a new project called the Open Catalyst Project, whose goal is to leverage advances in AI towards the discovery of…

A group of researchers has joined forces to develop an open-source modular framework for facilitating work on deep neural networks for 3D point cloud data – Torch-Points3D. The new framework…

GAN networks achieved great success in the past few years. Among them, StyleGAN2 stood out as one of the most powerful generative models, which was able to model high-resolution images…

In a recent paper, a group of researchers from Oxford, Cambridge, UC Berkeley and UCL has proposed a new pre-training method for point cloud models that relies on point cloud…

Researchers from NVIDIA have announced the release of Imaginaire – a new PyTorch library for generative modeling, which hosts optimized implementations of various GAN-based image and video synthesis methods. Imaginaire…

A group of researchers from Facebook AI Research and McGill University has released a new state-of-the-art method for active MRI acquisition that uses Reinforcement Learning. In their novel paper, “Active…

In a novel paper, “Unifying Deep Local and Global Features for Image Search”, researchers from Google proposed a new method for image searching that unifies local and global features, enabling…