AI Paper Summary

Researchers at Utrecht University Develop an Open-Source Machine Learning (ML) Framework...

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Scientists often start their research on a topic by reviewing previous study findings. Therefore, conducting systematic literature reviews or meta-analyses can be very demanding and time-consuming....

Google and Facebook Introduce ‘LazyTensor’ That Enables Expressive Domain-Specific Compilers

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Researchers at Facebook and Google introduce a new technique called ‘LazyTensor’ that combines eager execution and domain-specific compilers (DSCs) to employ both advantages. The...

A New Study by NVIDIA, University of Toronto, McGill, and Vector...

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Researchers from NVIDIA, the University of Toronto, McGill University, and the Vector Institute led a study that proposed an efficient neural representation that enables...

Exploring Self-Supervised Policy Adaptation To Continue Training After Deployment Without Using...

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Humans possess a remarkable ability to adapt, generalize their knowledge and use their experiences in new situations. Simultaneously, building an intelligent system with common-sense...

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

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

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

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

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

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

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

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In collaboration with Sorbonne University, Facebook AI introduced a new benchmark for continual learning (CL). This presents excellent means to improve traditional machine learning...
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...

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

IBM Develops AI Chip With Remarkable Energy Efficiency

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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 chips for AI inference...