Researchers From Stanford, UCI and UC Santa Barbara Conducted a Study to Understand How...

Over the past few decades, Deep neural network-based models have been developed to complete a broad range of tasks. Some of them...

University of Wisconsin-Madison, UC Berkeley, and Google Brain Introduce Nystromformer: A Nystrom-based Algorithm for...

Early days of research in Natural language processing established long-term dependencies. It also brought the vanishing gradient problem in front of us...

Researchers From UC Berkeley, University of Maryland, and UC Irvine Introduce A new Contextual...

A team of researchers at UC Berkeley, University of Maryland, and UC Irvine conducted a study to identify that can cause instability...

Facebook AI And Sorbonne University Propose A New Benchmark, CTrL, To Evaluate How Efficiently...

In collaboration with Sorbonne University, Facebook AI introduced a new benchmark for continual learning (CL). This presents excellent means to improve traditional...
Behaviors learned by DreamerV2 for some of the 55 Atari games. These videos show images from the environment. Video predictions are shown below in the blog post.

Google AI, DeepMind And The University of Toronto Introduce DreamerV2, The First Reinforcement Learning...

Google AI, in collaboration with DeepMind and the University of Toronto, has recently introduced DreamerV2. It is the first Reinforcement Learning (RL)...

IBM Develops AI Chip With Remarkable Energy Efficiency

As the demand for energy-efficient, sustainable and smart technology is rapidly increasing, IBM has developed a new technology, considered the world’s first energy-efficient...

DeepMind Researchers Propose Normalizer-Free ResNets (NFNets) To Achieve Large-Scale Image-Recognition Without Batch Normalization

A team of researchers at DeepMind introduces Normalizer-Free ResNets (NFNets) and demonstrates that the image recognition model can be trained without batch...

DeepMind and University College London Introduce Alchemy, A Novel Open-Source Benchmark For Meta-Reinforcement learning...

Alchemy, a novel open-source benchmark for meta Reinforcement learning (RL) in the recent decade, has garnered much attention in the ML field....

Georgia Tech and Facebook AI Researchers Devise a New Tensor Train Approach to Reduce...

A recent study conducted jointly by the Georgia Institute and Facebook AI researchers has opened the door to a new method called...

Mapping the Space of Chemical Reactions Using Deep Learning

Chemical space, a concept in cheminformatics, refers to the property space spanned by all possible chemical compounds and molecules adhering to a...
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