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Navigating the Realities of Being A Data Scientist | by Egor Howell | Feb, 2024

Some of the struggles I face frequently as a data scientist Photo by ThisIsEngineering from Pexels: https://www.pexels.com/photo/female-software-engineer-coding-on-computer-3861972/Ostensibly, it may seem that being a data scientist is all sunshine and rainbows (at least I think that is the perception I give from my posts!). High pay, great benefits, flexible hours, and interesting work are some things…

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Researchers from Aalto University ViewFusion: Revolutionizing View Synthesis with Adaptive Diffusion Denoising and Pixel-Weighting Techniques

Deep learning has revolutionized view synthesis in computer vision, offering diverse approaches like NeRF and end-to-end style architectures. Traditionally, 3D modeling methods like voxels, point clouds, or meshes were employed. NeRF-based techniques implicitly represent 3D scenes using MLPs. Recent advancements focus on image-to-image approaches, generating novel views from collections of scene images. These methods often…

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Meet MoD-SLAM: The Future of Monocular Mapping and 3D Reconstruction in Unbounded Scenes

MoD-SLAM is a state-of-the-art method for Simultaneous Localization And Mapping (SLAM) systems. In SLAM systems, it is challenging to achieve real-time, accurate, and scalable dense mapping. To address these challenges, researchers have introduced a novel method focusing on unbounded scenes using only RGB images. Existing neural SLAM methods often rely on RGB-D input which leads…

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OpenAI vs Open-Source Multilingual Embedding Models | by Yann-Aël Le Borgne | Feb, 2024

Choosing the model that works best for your data We’ll use the EU AI act as the data corpus for our embedding model comparison. Image by Dall-E 3.OpenAI recently released their new generation of embedding models, called embedding v3, which they describe as their most performant embedding models, with higher multilingual performances. The models come…

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FinalMLP: A Simple yet Powerful Two-Stream MLP Model for Recommendation Systems

Discover how FinalMLP transforms online recommendations: unlocking personalized experiences with cutting-edge AI research This post was co-authored with Rafael Guedes. The world has been evolving towards a digital era where everyone has nearly everything they want at a click of distance. These benefits of accessibility, comfort, and a large quantity of offers come with new…

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