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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...

Amazon Researchers Developed a Universal Model Integration Framework That Allows To Customize Production Voice Models in a Quick and Scalable Way

This summary article is based on Amazon research 'Scalable framework lets multiple text-to-speech models coexist' Please don't forget to join our ML Subreddit Alexa and other...

Researchers From Allen Institute for AI Introduce ‘MERLOT Reserve’: A Novel Multimodal Video Question Answering Model

This research summary is based on the paper 'MERLOT Reserve: Neural Script Knowledge through Vision and Language and Sound' Please don't forget to join our...

Twitter Releases ‘Qurious’ For Next-Generation Data Insights Using Natural Language Queries

This summary is based on Twitter's research 'Next generation data insights using natural language queries' Please don't forget to join our ML Subreddit Twitter processes over...

Amazon Researchers Propose ‘ALLIE’: A Novel Framework to Address the Challenges of Active Learning on Large-Scale Imbalanced Graphs

This research summary article is based on the paper 'ALLIE: Active learning on large-scale imbalanced graphs' Please don't forget to join our ML Subreddit Social network...

The Token-Dropping Approach Used By ML Researchers From Google and NYU Reduces BERT Pretraining Time And Cost By 25%

This research summary article is based on the paper 'Token Dropping for Efficient BERT Pretraining'. Please don't forget to join our ML Subreddit The Pretraining...

IBM Researchers Showcase Their Non-Von Neumann AI Hardware Breakthrough in Neuromorphic Computing That Can Help Create Machines To Recognize Objects Just Like Humans

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...

Google Maps Utilizes Machine Learning To Block Nearly 100 Million Fraudulent Edits

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...

Following Reinforcement Learning Methods in Telecom Networks

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...

LinkedIn Engineering Team Develops ‘Opal’ to Ingest Mutable Data and Build Mutable Dataset on Top of the Immutable File System 

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...

Impressed With AlphaFold? Checkout This Protein Structure Prediction Model (FastFold) That Reduces AlphaFold’s Training Time From 11 Days To 67 Hours

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,...

Microsoft Enhances its Translator, a Microsoft Azure Cognitive Service, with Z-code Mixture of Experts (MoE) models, to Boost Efficiency and Quality

This article is based on the research paper 'Scalable and Efficient MoE Training for Multitask Multilingual Models' and Microsoft article 'Microsoft Translator enhanced with...

Amazon Introduces On-Device Speech Processing To Benefit “Processing On The Edge” To Its Customers

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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