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

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

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, access and...

One Step Closer To Creative AI, Facebook Releases A New System To Create Unique Dance Moves

Teaching machine's perception, reasoning, and language has been a recent trend in the tech industry. But teaching AI to be creative and generate aesthetic...

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 for benchmarking...

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 well that...

Facebook AI open-sources Opacus, a new high-speed library for training PyTorch models with differential privacy (DP)

With the growing interest in machine learning (ML), the use of differential privacy is trending in analytics. It's a mathematical rigorous framework for quantifying...

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 knowledge of...

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 application is...

Facebook AI Open-Sourced ā€˜TransCoderā€™: A Deep Learning Based Self-Supervised Neural Transcompiler System

There are many programming languages utilized today, from the earliest COBOL, Fortran to a current significant-level programming language like C++, Java, and Python. The...

Facebook AI’s Voice Separation Model That Distinguishes Multiple Speakers Simultaneously

At the time of isolation and social distancing due to the pandemic, there are many changes in everyone's life. One among them is the...

Facebook AI open-sources Blender, the largest-ever open-domain chatbot

When we talk about chatbots, good conversation is the primary object of any machine learning model and requires appropriate training data and choice of...

Fairseq: A Fast, Extensible Toolkit for Sequence Modeling

Fairseq(-py) is a sequence modelingĀ toolkit written in Python and developed at Facebook's AI Research. This toolkit allows AI researchers and developers to train customized...

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