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Learning to forget – a weapon in the arsenal

<p>With the AI summit well underway, researchers are keen to raise the very real problem associated with the technology – teaching it how to forget.</p>
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Jamie Hayes , Google Deepmind , Google Deepmind Eleni Triantafillou , Peter Triantafillou , Annie Slinn , Media Relations University Of Warwick , Neural Networks Dnns , University Of Warwick Meghdad Kurmanji , Department Of Computer Science , University Of Warwick , Deep Neural Networks , Large Language Model , Computer Science , Towards Unbounded Machine , Thirty Seventh Annual Conference , Neural Information Processing Systems , Professor Peter , Meghdad Kurmanji , Eleni Triantafillou , Media Relations , Warwick Email ,

Learning to forget – a weapon in the arsenal

Learning to forget – a weapon in the arsenal
eurekalert.org - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from eurekalert.org Daily Mail and Mail on Sunday newspapers.

Google Deepmind Eleni Triantafillou , Annie Slinn , Google Deepmind , Peter Triantafillou , Jamie Hayes , Neural Networks Dnns , Media Relations University Of Warwick , Department Of Computer Science , University Of Warwick Meghdad Kurmanji , University Of Warwick , Deep Neural Networks , Large Language Model , Computer Science , Towards Unbounded Machine , Thirty Seventh Annual Conference , Neural Information Processing Systems , Professor Peter , Meghdad Kurmanji , Eleni Triantafillou , Media Relations , Warwick Email ,

Moloco India's Siddharth Jhawar on unlocking the potential of ML in Indian advertising

Moloco India's Siddharth Jhawar on unlocking the potential of ML in Indian advertising
adgully.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from adgully.com Daily Mail and Mail on Sunday newspapers.

United States , Siddharth Jhawar , Bain Co , Ernst Young , Neural Networks Dnns , General Manager , Moloco India , Machine Learning , Big Tech , Return On Advertising Spend , North Star , Media Partners , With Moloco , Deep Neural Networks , Average Revenue Per User , Lifetime Value , Customer Acquisition Cost , Indian Ad Tech ,

"Domain Generalization by Learning and Removing Domain-specific Feature" by Yu Ding, Lei Wang et al.

Deep Neural Networks (DNNs) suffer from domain shift when the test dataset follows a distribution different from the training dataset. Domain generalization aims to tackle this issue by learning a model that can generalize to unseen domains. In this paper, we propose a new approach that aims to explicitly remove domain-specific features for domain generalization. Following this approach, we propose a novel framework called Learning and Removing Domain-specific features for Generalization (LRDG) that learns a domain-invariant model by tactically removing domain-specific features from the input images. Specifically, we design a classifier to effectively learn the domain-specific features for each source domain, respectively. We then develop an encoder-decoder network to map each input image into a new image space where the learned domain-specific features are removed. With the images output by the encoder-decoder network, another classifier is designed to learn the domain-invariant featu ....

Neural Networks Dnns , Neural Networks , Removing Domain Specific ,

BRE will Integrate BrainChip's AkidaTM Neural Processors in High Performance Applications

BRE will integrate BrainChip's AkidaTM Neural Processors in high-performance applications and tactical defense systems ....

Brainchipa Neuromorphic , Stefan Moritz , Brainchip Akida , Ridge Envisioneering , Neural Networks Dnns , Neural Networks , Deep Neural Networks , Machine Learning , Rob Telson , Brainchip Vice President ,