Applications

Facebook AI Introduces ‘Anticipative Video Transformer’ (AVT): An End-To-End Attention-Based Model For Action Anticipation In Videos

Every day, people make countless decisions based on their understanding of their surroundings as a continuous sequence of events. Artificial intelligence systems that can...

Researchers at ETH Zurich & Microsoft Introduce ‘PixLoc’: A Neural Network For Feature Alignment With A 3D Model Of The Environment

In known scenes, camera pose estimation is an intriguing task of 3D geometry recently tackled by many learning algorithms. Many of these techniques try...

Google AI and Caltech Researchers Use Ink Printers and Machine Learning Methods To Discover New Metal Oxides

In today’s world, numerous metal oxides are present which can be put to use in a wide variety of applications as catalysts, adsorbents, and...

DeepMind Introduces ‘RGB-Stacking’: A Reinforcement Learning Based Approach For Tackling Robotic Stacking of Diverse Shapes

For many people stacking one thing on top of another seems to be a simple job. Even the most advanced robots, however, struggle to...

AI Researchers Developed A Deep Learning Model To Predict Traffic Crashes Before They Happen

The world is a prominent, confusing place. We have all the technology to make navigation more accessible. However, we still rely on traffic lights...

A New Apple AI Study Investigates Whether Self-Supervised and Supervised Methods Learn Similar Visual Representations

Self-supervised learning (SSL) is an ML technique that allows computers to predict unknown inputs using observed inputs. One essential goal for self-supervised learning is...

Cambridge Quantum (CQ) Open-Sources ‘lambeq’: A Python Library For Experimental Quantum Natural Language Processing (QNLP)

Cambridge Quantum ("CQ") announced the release of the world's first toolkit and an open-source library for Quantum Natural Language Processing (QNLP), called 'lambeq'. Speaking in...

Microsoft and NVIDIA AI Introduces MT-NLG: The Largest and Most Powerful Monolithic Transformer Language NLP Model

Transformer-based language models have made rapid progress in many natural language processing (NLP) applications, thanks to the availability of large datasets, large computation at...

NVIDIA AI Releases StyleGAN3: Alias-Free Generative Adversarial Networks

The recent advances in the quality and resolution of Generative adversarial networks (GAN) have seen a rapid improvement. These techniques are used for various...

Facebook AI Introduces ‘3DETR’ That Increases 3D Comprehension and ‘DepthContrast’, A self-supervised Learning Mechanism That Doesn’t Rely On Labels

In today’s world, it’s critical to develop systems that can understand 3D data about the world. For example, autonomous automobiles require 3D understanding to...

Sartorius Open-Source ‘LIVECell’, A Deep Learning Dataset For Label-Free Live Cell Segmentation

The Life Science company Sartorius open-sourced 'LIVECell', a deep learning dataset for label-free quantitative segmentation of live cell images. This was announced via a research...

Researchers From Imperial College London Introduces ‘HeadGAN’, A Novel One-Shot GAN-Based Method For Talking Head Animation And Editing

While recent attempts to solve the problem of head reenactment using a single reference image have shown promising results, most of them perform poorly...

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