Google AI Introduces Performer: A Generalized Attention Framework based on the Transformer architecture

Transformer model, a deep learning framework, has achieved state-of-the-art results across diverse domains, including natural language, conversation, images, and even music. The core block of any...

Altruist: A New Method To Explain Interpretable Machine Learning Through Local Interpretations of Predictive...

Artificial intelligence (AI) and machine learning (ML) are the digital world's trendsetters in recent times. Although ML models can make accurate predictions,...

CLEANN : A Framework That Protects Artificial Neural Networks From Trojan Attacks

The demand for Artificial Intelligence tools and machine learning algorithms have gained importance in various sectors in the past few years. Despite...

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...
Join the AI conversation and receive newsletters, offers & invitations.