Person re-identification (ReID) aims to identify individuals across multiple non-overlapping cameras. The challenge of obtaining comprehensive datasets has driven the need for data augmentation, with generative adversarial networks (GANs) emerging as a promising solution.
Techniques like GAN...
The scaling rule of language models has produced success like never before. These huge language models have gotten novel emerging capabilities in addition to demonstrating tremendous superiority over earlier paradigms for many disciplines when trained on...
This summary article is based on Amazon research 'Scalable framework lets multiple text-to-speech models coexist'
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Alexa and other...
This research summary is based on the paper 'MERLOT Reserve: Neural Script Knowledge through Vision and Language and Sound'
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This summary is based on Twitter's research 'Next generation data insights using natural language queries'
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Twitter processes over...
This research summary article is based on the paper 'ALLIE: Active learning on large-scale imbalanced graphs'
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Social network...
This research summary article is based on the paper 'Token Dropping for Efficient BERT Pretraining'.
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The Pretraining...
This research summary article is based on the paper. 'Phase-change memtransistive synapses for mixed-plasticity neural computations'
Human brains are exceptionally good at remembering and learning...
In their recent post on how Google keeps Maps information reliable, the company elaborates how they use machine learning and human operators to block nearly 100 million...
This summary article is based on the research article by Ericsson 'Bringing reinforcement learning solutions to action in telecom networks'
Reinforcement learning (RL) has shown...
This article is based on the research article from Linkedin Engineering 'Opal: Building a mutable dataset in data lake'
Trusted data platforms and high-quality data...
This article is based on the research paper 'FastFold: Reducing AlphaFold Training Time from 11 Days to 67 Hours'
DeepMind released AlphaFold 2 last year,...
This article is based on the research paper 'Scalable and Efficient MoE Training for Multitask Multilingual Models' and Microsoft article 'Microsoft Translator enhanced with...
This article is based on the research article 'On-device speech processing makes Alexa faster, lower-bandwidth' by Amazon
Inventing new technology for improving customer experience remains...
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