Facebook AI Introduces M2M-100 : The First Many-To-Many Multilingual Model That Translates 100×100 Languages...
Typical English-centric multilingual models previously used for translations rely on two-step translation. This lacks in preserving the sentences’ actual meaning because of...
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...
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...
Facebook AI Open-Sources RAG, An Innovation in Intelligent NLP Models
Facebook collaborated with Hugging Face to open-source a natural language processing model known as RAG (Retrieval Augmented Generation). RAG allows NLP models to bypass the retraining step,...
One Step Closer To Creative AI, Facebook Releases A New System To Create Unique...
Teaching machine's perception, reasoning, and language has been a recent trend in the tech industry. But teaching AI to be creative and...
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...
Facebook AI open-sources Opacus, a new high-speed library for training PyTorch models with differential...
With the growing interest in machine learning (ML), the use of differential privacy is trending in analytics. It's a mathematical rigorous framework...
Facebook AI open-sources PyRobot to accelerate AI robotics research
Robotics has always been a fascinating subject, but most people are reluctant to experiment in robotics imagining the complexity of hardware and...
Pysa: An Open-Source Python Static Analyzer by Facebook
In this digital era, the security issues of applications is a significant concern. A tool to detect security issues in a python-based...
