Neural Networks

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…

In recent work, researchers from Microsoft have proposed a new method for measuring dataset similarity based on optimal transport (OT) techniques. Measuring dataset similarity is a non-trivial problem that has…

A group of researchers from several universities have joined forces on developing a new method for old image restoration using deep learning. In their paper, “Old Photo Restoration via Deep…

A group of researchers from Baidu has proposed and developed a novel ultra-lightweight optical character recognition system (OCR). Their, so-called PP-OCR is based on lightweight deep neural networks with several…

The Tiny Object Detection (TOD) Challenge was designed in order to foster research in the direction of tiny object detection in images. The main focus of the challenge was the…

Researchers from Google AI have proposed a new way of training sparse neural networks that overcomes the typical issues found in existing dense-to-sparse methods. Past research has shown that deep…

A group of researchers from Google AI has developed a new imitation learning method called Primal Wasserstein Imitation Learning (PWIL). The newly proposed method for imitation learning does not rely…

Researchers from Baidu in a collaboration with several universities and research institutes have developed an intelligent framework for the exploration of UI design solutions using collective machine learning. The new…

A new, large-scale product image dataset was recently published by researchers from JD AI Research. Motivated by the lack of precise and large-scale datasets of product images, researchers have started…

A group of researchers from the University of Science and Technology, ETRI from Korea have developed a method for learning speech gesture generation using online speech videos. In their latest…