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BigGait: Revolutionizing Gait Recognition with Unsupervised Learning and Large Vision Models

In the ever-evolving domain of remote identification technologies, gait recognition stands out for its unique capacity to identify individuals from a certain distance without requiring direct engagement. This cutting-edge approach leverages the distinctive walking patterns of each person, offering a seamless integration into surveillance and security systems. Its non-intrusive nature distinguishes it from more conventional…

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TARNet and Dragonnet: Causal Inference Between S- And T-Learners | by Dr. Robert Kübler | Mar, 2024

Learn how to build neural networks for direct causal inference Photo by Geranimo on UnsplashBuilding machine learning models is fairly easy nowadays, but often, making good predictions is not enough. On top, we want to make causal statements about interventions. Knowing with high accuracy that a customer will leave our company is good, but knowing…

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45 Business Expense Categories for Businesses & Startups

Business expense categories are a systematic classification of costs incurred during the operation of a business, designed to organize and track financial outflows for purposes such as tax preparation, budgeting, and financial analysis. This categorization helps businesses manage their finances more efficiently by providing insights into spending patterns and identifying potential tax deductions. Smart entrepreneurs…

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Revolutionizing Image Quality Assessment: The Introduction of Co-Instruct and MICBench for Enhanced Visual Comparisons

Image Quality Assessment (IQA) is a method that standardizes the evaluation criteria for analyzing different aspects of images, including structural information, visual content, etc. To improve this method, various subjective studies have adopted comparative settings. In recent studies, researchers have explored large multimodal models (LMMs) to expand IQA from giving a scalar score to open-ended…

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