Facebook Explains How Nearest Neighbour Search Is An Effective Approach For Language Modelling In The Long Tail

With an aim to break down language barriers across the globe for everyone to understand and communicate with anyone, the researchers at Facebook AI Research (FAIR) work on complex problems to deploy robust language translation solutions. It spans the topics…

Facebook Releases Open-Source Library For 3D Deep Learning: PyTorch3D

Rendering a simple shape into a proper object with geometry, texture, and other material properties is a painstakingly long process; however, with AI, researchers can now do this rendering ten times faster than the real-time.  A machine learning model is…

This New Tool Helps Developers In Effective Hyperparameter Tuning 

Machine learning models are getting complicated and often have many hyperparameters. In order to ease the exhaustive trial and error kind of experimental procedures, Facebook AI has released HiPlot for the public. HiPlot had been used by the developers at…

Facebook Open Sources Polygames- A Framework To Train AI Bots With Self Play

Polygames is a new open source AI research framework for training agents to master strategy games through self-play, rather than by studying extensive examples of successful gameplay. Because it is more flexible and has more features than previous frameworks, Polygames…

What’s Next For AI: Solving Advanced Math Problems

Any high school student would guess there is a cosine involved when they see an integral of a sine. Regardless of whether the person understands the thought process behind these functions, it does the job for them. This intuition behind calculus…

How Facebook’s New Open Sourced Codebase PySlowFast Is Helping Them Understand Videos Better

Open-source machine learning library inspired by Torch — Pytorch has been emerging as one of the critical deep learning tools. The library has several intuitive features such as manipulating computational graphs on the go; easier learn methods and other such.…

Facebook’s New OS Will Do So Much More Than Just Break Up With Android

Undeterred from its previous mistakes, Facebook has now come up with a new announcement. With a history of several cyber privacy breaches, and one almost failed attempt of launching a cryptocurrency’ project, Facebook has now planned to build its own…

Is Semi-Supervised Learning The Future Of Image & Video Classification?

Developers are constantly enhancing artificial intelligence capability by leveraging various machine learning methodologies like supervised, unsupervised, and reinforcement learning. More recently, Facebook used supervised learning for state-of-the-art image and video classification. They call their new approach as semi-weak supervision, where…

5 Groundbreaking Papers That Are Testimony To Yann Lecun’s Ingenuity

Deep Learning has benefited primarily and continues to do so thanks to the pioneering works of Geoff Hinton, Yann Lecun and Yoshua Bengio. Contributions of Yann Lecun, especially in developing convolutional neural networks and their applications in computer vision and…

This Million-Dollar Challenge May Put An End To All Deepfakes

The world has become more connected than ever before. An opinion can fly at light speed across continents and a revolution can be sparked by remote players in a matter of hours. As the technology keeps improving, new methods are…

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