​Posted by Michał Januszewski, Research Scientist, Google Research The human brain is perhaps the most computationally complex machine in existence, consisting of networks of billions of cells. Researchers currently don’t understand the full picture of how glitches in its network machinery contribute to mental illnesses… Read More »Google Research embarks on effort to map a mouse brain Google AI Google AI Blog

​ The field of Artificial Intelligence is evolving like anything. One of its primary sub-fields, well-known Computer Vision, has gained a significant amount of attention in recent times. A particular technique in the domain of computer vision, called video inpainting (VI), fills in any blanks… Read More »Meet ProPainter: An Improved Video Inpainting (VI) AI Framework With Enhanced Propagation And An Efficient Transformer Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​ Large language models (LLMs) have made tremendous strides in the last several months, crushing state-of-the-art benchmarks in many different areas. There has been a meteoric rise in people using and researching Large Language Models (LLMs), particularly in Natural Language Processing (NLP). In addition to… Read More »This AI Research from Apple Investigates a Known Issue of LLMs’ Behavior with Respect to Gender Stereotypes Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​ The introduction of incredible Large Language Models (LLMs) has been nothing short of groundbreaking in the field of Artificial Intelligence. The way humans engage with technology has changed as a result of these complex algorithms, which are powered by enormous amounts of data and… Read More »ETH Zurich Researchers Introduce the Fast Feedforward (FFF) Architecture: A Peer of the Feedforward (FF) Architecture that Accesses Blocks of its Neurons in Logarithmic Time Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​ In the domain of reasoning under uncertainty, probabilistic graphical models (PGMs) have long been a prominent tool for data analysis. These models provide a structured framework for representing relationships between various features in a dataset and can learn underlying probability distributions that capture the… Read More »Microsoft Researchers Propose Neural Graphical Models (NGMs): A New Type of Probabilistic Graphical Models (PGM) that Learns to Represent the Probability Function Over the Domain Using a Deep Neural Network Madhur Garg Artificial Intelligence Category – MarkTechPost

​ Large Language Models (LLMs) have made significant progress in text creation tasks, among other natural language processing tasks. One of the fundamental components of generative capability, the capacity to generate structured data, has drawn much attention in earlier research. However, LLMs continue to do… Read More »Are Large Language Models Really Good at Generating Complex Structured Data? This AI Paper Introduces Struc-Bench: Assessing LLM Capabilities and Introducing a Structure-Aware Fine-Tuning Solution Aneesh Tickoo Artificial Intelligence Category – MarkTechPost

​ Generative AI has made a huge leap in the last two years thanks to the successful release of large-scale diffusion models. These models are a type of generative model that can be used to generate realistic images, text, and other data.  Diffusion models work… Read More »The Hollywood at Home: DragNUWA is an AI Model That Can Achieve Controllable Video Generation Ekrem Çetinkaya Artificial Intelligence Category – MarkTechPost

​ This post was co-authored with Daniele Chiappalupi, participant of the AWS student Hackathon team at ETH Zürich. Everyone can easily get started with machine learning (ML) using Amazon SageMaker JumpStart. In this post, we show you how a university Hackathon team used SageMaker JumpStart… Read More »Innovation for Inclusion: Hack.The.Bias with Amazon SageMaker Jun Zhang AWS Machine Learning Blog