Exploring the Frontiers of AI in Single-Cell Biology: A Critical Evaluation of Zero-Shot Foundation Models like Geneformer and scGPT Asif Razzaq Artificial Intelligence Category – MarkTechPost

The application of foundational models in single-cell biology has been a recent topic of discussion among researchers. Models like scGPT, GeneCompass, and Geneformer are some of the promising tools for this field. However, their efficacy has been a point of concern, particularly in zero-shot… Read More »Exploring the Frontiers of AI in Single-Cell Biology: A Critical Evaluation of Zero-Shot Foundation Models like Geneformer and scGPT Asif Razzaq Artificial Intelligence Category – MarkTechPost

Balancing Innovation and Sustainability: A Pragmatic Approach to Environmental Responsibility in Deep Learning for Pathology Madhur Garg Artificial Intelligence Category – MarkTechPost

This research delves into a pressing concern within pathology – the significant carbon dioxide equivalent (CO2eq) emissions associated with integrating deep learning. This environmental impact poses a potential obstacle to the widespread adoption of deep learning in medical applications, prompting an urgent need for… Read More »Balancing Innovation and Sustainability: A Pragmatic Approach to Environmental Responsibility in Deep Learning for Pathology Madhur Garg Artificial Intelligence Category – MarkTechPost

Researchers from Seoul National University Introduce LucidDreamer: A Groundbreaking AI Approach to Domain-Free 3D Scene Generation in VR Using Diffusion-Based Modeling Aneesh Tickoo Artificial Intelligence Category – MarkTechPost

The development of commercial mixed reality platforms and the quick advancement of 3D graphics technology have made the creation of high-quality 3D scenes one of the main challenges in computer vision. This calls for the capacity to convert any input text, RGB, and RGBD… Read More »Researchers from Seoul National University Introduce LucidDreamer: A Groundbreaking AI Approach to Domain-Free 3D Scene Generation in VR Using Diffusion-Based Modeling Aneesh Tickoo Artificial Intelligence Category – MarkTechPost

Normal Bayes Classifier for Image Segmentation Using OpenCV Stefania Cristina MachineLearningMastery.com

The Naive Bayes algorithm is a simple but powerful technique for supervised machine learning. Its Gaussian variant is implemented in the OpenCV library. In this tutorial, you will learn how to apply OpenCV’s normal Bayes algorithm, first on a custom two-dimensional dataset and subsequently… Read More »Normal Bayes Classifier for Image Segmentation Using OpenCV Stefania Cristina MachineLearningMastery.com

This AI Research Introduces MeshGPT: A Novel Shape Generation Approach that Outputs Meshes Directly as Triangles Sana Hassan Artificial Intelligence Category – MarkTechPost

MeshGPT is proposed by researchers from the Technical University of Munich, Politecnico di Torino, AUDI AG as a method for autoregressive generating triangle meshes, leveraging a GPT-based architecture trained on a learned vocabulary of triangle sequences. This approach uses a geometric vocabulary and latent… Read More »This AI Research Introduces MeshGPT: A Novel Shape Generation Approach that Outputs Meshes Directly as Triangles Sana Hassan Artificial Intelligence Category – MarkTechPost

Adaptive Weight Decay Apple Machine Learning Research

We propose adaptive weight decay, which automatically tunes the hyper-parameter for weight decay during each training iteration. For classification problems, we propose changing the value of the weight decay hyper-parameter on the fly based on the strength of updates from the classification loss (i.e., gradient… Read More »Adaptive Weight Decay Apple Machine Learning Research

4M: Massively Multimodal Masked Modeling Apple Machine Learning Research

*=Equal Contributors Current machine learning models for vision are often highly specialized and limited to a single modality and task. In contrast, recent large language models exhibit a wide range of capabilities, hinting at a possibility for similarly versatile models in computer vision. In this… Read More »4M: Massively Multimodal Masked Modeling Apple Machine Learning Research

Neural Information Processing Systems (NeurIPS) 2023 Apple Machine Learning Research

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FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge Apple Machine Learning Research

Large language models’ inability to attribute their claims to external knowledge and their tendency to hallucinate makes it difficult to trust their responses. Even humans are prone to factual errors in their writing. Therefore verifying the factual accuracy of textual information, whether generated by large… Read More »FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge Apple Machine Learning Research

Welcome to a New Era of Building in the Cloud with Generative AI on AWS Swami Sivasubramanian AWS Machine Learning Blog

We believe generative AI has the potential over time to transform virtually every customer experience we know. The number of companies launching generative AI applications on AWS is substantial and building quickly, including adidas, Booking.com, Bridgewater Associates, Clariant, Cox Automotive, GoDaddy, and LexisNexis Legal… Read More »Welcome to a New Era of Building in the Cloud with Generative AI on AWS Swami Sivasubramanian AWS Machine Learning Blog

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