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Convolution Explained — Introduction to Convolutional Neural Networks | by Egor Howell | Dec, 2023

The fundamental building block of CNNs ”https://www.flaticon.com/free-icons/neural-network" title=”neural network icons.” Neural network icons created by Freepik — Flaticon.My recent articles have been a series on neural networks where we go from the simple perceptron to complicated architectures and how to deal with common problems in deep learning. If you are interested, feel free to check…

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Researchers from Tsinghua University and Zhipu AI Introduce CogAgent: A Revolutionary Visual Language Model for Enhanced GUI Interaction

The research is rooted in the field of visual language models (VLMs), particularly focusing on their application in graphical user interfaces (GUIs). This area has become increasingly relevant as people spend more time on digital devices, necessitating advanced tools for efficient GUI interaction. The study addresses the intersection of LLMs and their integration with GUIs,…

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Storytelling with Visualization — Which Area Has the Highest Socio-Economic Score, and Why | by Jin Cui | Dec, 2023

Once in a while, for more efficient allocation of resources, the Government may collect data from individuals or households about their demographic characteristics, such as age, gender, and country of birth, as well as their socio-economic characteristics, such as income, occupation and spend. Some of these data are then aggregated by geographic regions and made…

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Can Google’s Gemini Rival OpenAI’s GPT-4V in Visual Understanding?: This Paper Explores the Battle of Titans in Multi-modal AI

The development of Multi-modal Large Language Models (MLLMs) represents a groundbreaking shift in the fast-paced field of artificial intelligence. These advanced models, which integrate the robust capabilities of Large Language Models (LLMs) with enhanced sensory inputs such as visual data, are redefining the boundaries of machine learning and AI. The surge of interest in MLLMs,…

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