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New AI model sets benchmark in digital pathology with superior cancer diagnostics

Researchers developed Prov-GigaPath, a whole-slide pathology foundation model using a novel vision transformer architecture. The model demonstrates superior performance in mutation prediction, cancer subtyping, and vision-language tasks. It leverages large-scale real-world data from over 30,000 patients to enhance clinical diagnostics.
Convolutional Neural Network Long Sequence Network Longnet Providence Gigapixel Pathology Model Vision Transformer Long Sequence Network Hierarchical Image Pyramid Transformer

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"Towards More Responsible Vehicle Re-Identification Using Attention-Bas" by Yan Qian

With the increasing prevalence of camera networks in public spaces, a significant volume of video data is being generated. Automating the identification and re-identification of traffic components, such as vehicles, across non-overlapping cameras has a lot of potential applications for smart cities. This task is also known as vehicle re-identification. Vehicle re-identification plays great roles in intelligent transportation, urban computing, or intelligent surveillance, for discovering and loca...
Vehicle Re Identification Vision Transformer Utlooker Attention
Source: uow.edu.au

I played Horizon Forbidden West inside Sony and Honda's Afeela concept EV at CES 2024

Sony and Honda’s EV inches closer to reality with SHM offering a slightly clearer idea of what it’ll bring to the competitive world of cars. The company says the Afeela EV will be available for pre-order in 2025 before going on sale in the US the following year.
Gran Turismo Las Vegas Polyphony Digital Epic Games Sony Honda Mobility Afeela Concept

Revolutionizing forestry: 'CountShoots' unvei

<p style="text-align:justify">In southern China, the genetically improved slash pine (<em><em>Pinus elliottii</em></em>) plays a crucial role in timber and resin production, with new shoot density being a key growth trait.</p>
New Zealand Xia Hao Yanjie Li Agresearch Ltd Research Institute Pine Shoot Counting Network

Arxiv Dives - Vision Transformers (ViT)

Every Friday at Oxen.ai we host a paper club called "Arxiv Dives" to make us smarter Oxen ๏ฟฝ๏ฟฝ ๏ฟฝ๏ฟฝ. We believe diving into the details of research papers is the best way to build fundamental knowledge and keep up with the bleeding edge. If you would like to join the discussion
Google Research Convolutional Neural Networks Brain Team Every Friday Amazon Alexa Image Recognition

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