Archives for DNN

13 Feb

Google AI researchers present a new method to train models, ‘DeepCTRL’

DeepCTRL is now being evaluated on machine learning use cases in physics and healthcare, both of which rely heavily on rules.

14 Dec

Fujitsu And MIT Create AI That Replicates The Human Brain

Meeta Ramnani AI models

Fujitsu and MIT’s Center for Brains, Minds, and Machines have developed an AI by the DNN into separate modules that increase accuracy

30 May

Robustness Of Multi-Exit Architectures Against Adversarial Attacks

Shraddha Goled adversarial attack

A deep neural network or DNN progressively gains the ability to learn complex representations as it goes deeper, enabling it to perform image classification and speech recognition tasks. On the flip side, making DNNs deeper comes with increased inference-time computational demands. To remediate this, researchers have devised multi-exit architectures where deeper networks fix mistakes of…

The post Robustness Of Multi-Exit Architectures Against Adversarial Attacks appeared first on Analytics India Magazine.

04 Jul

Deep Neural Networks Can Now Simulate The Universe, But Scientists Can’t Explain How

Anirudh VK Black Box

Researchers at the Simons Foundation have created a simulation of the universe that is both fast and accurate. The new artificial intelligence model used to run the simulation improves upon existing models in such a way that it can offer data on additional parameters even if it is not available in the training data. However,…

The post Deep Neural Networks Can Now Simulate The Universe, But Scientists Can’t Explain How appeared first on Analytics India Magazine.

28 Jan

Facebook Doesn’t Need The #10YearChallenge To Train ML Models; It’s Already Using AI Everywhere Else

Anirudh VK AI

Facebook is one of the most prominent figures in the AI space, leading the way with the development of multiple AI frameworks and applications in their products. However, the outcry has risen over their involvement in a recent ‘phenomenon’ called the #10YearChallenge. For those unaware, the 10-year challenge is an activity wherein individuals post pictures…

The post Facebook Doesn’t Need The #10YearChallenge To Train ML Models; It’s Already Using AI Everywhere Else appeared first on Analytics India Magazine.

28 Jan

Facebook Doesn’t Need The #10YearChallenge To Train ML Models; It’s Already Using AI Everywhere Else

Anirudh VK AI

The post Facebook Doesn’t Need The #10YearChallenge To Train ML Models; It’s Already Using AI Everywhere Else appeared first on Analytics India Magazine.