Facebook AI Open-Sources Graph Transformer Networks (GTN) For Automatic Differentiation With Graphs

Graph Transformer Networks (GTN) is an open-source framework with weighted finite-state transducers (WFSTs), a powerful and expressive type of graph. GTN, just...

Deep4Air: A Deep Learning Based Framework For Airport Airside Surveillance

Major airports worldwide have undertaken substantial expansion programs to accommodate the steady growth in air traffic, including new runways and taxiways. The...

Introducing EvolGAN: An Evolutionary Method To Generate Higher Quality Images From Small or Difficult...

Generative Adversarial Networks (GANs) are a model architecture that automatically discovers and learn the regularities or patterns in input data. GANs use...

Google AI Introduces Menger, A Massive Large-Scale Distributed Reinforcement Learning (RL) Infrastructure

Reinforcement learning (RL) is a significant area of machine learning, with the potential to solve a lot of real world problems in various...

LALE: A Python Library Simplifying Automated Machine Learning

Whenever any data scientist thinks of developing a pipeline, they try bringing automated machine learning into the picture to make the task...

Adobe Research Proposes HDMatt, A Deep Learning-Based Image Matting Approach

Image matting is an essential technique to estimate the foreground objects in images and videos for editing and composition. The conventional deep...

Facebook AI Releases ‘Dynabench’, A Dynamic Benchmark Testing Platform For Machine Learning Systems

Facebook AI releases Dynabench, a new and ambitious research platform for dynamic data collection, and benchmarking. This platform is one of the first...

Facebook AI Releases KILT, A New Benchmark For Knowledge-Intensive NLP Tasks

AI researchers have made significant advancements in building models that can generate text that mimic the natural language. State-of-the-art technology performs so...

Google Introduces RigL Algorithm For Training Sparse Neural Networks

Most of the AI models these days are based on Artificial Neural Networks. These neural networks consist of a system of Artificial...

SUPERNOVA: A Deep Learning Based Image/Video Quality Enhancement Platform

Both demand and accessibility for image and video media services is increasing day-by-day. Several IPTV/OTT based media services are becoming available through...

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