​ As we delve deeper into the digital era, the development of multimodality models has been critical in enhancing machine understanding. These models process and generate content across various data forms, like text and images. A key feature of these models is their image-to-text capabilities,… Read More »Build an image-to-text generative AI application using multimodality models on Amazon SageMaker Yanwei Cui AWS Machine Learning Blog

​ In the field of cellular reprogramming, researchers face the challenge of identifying optimal genetic perturbations to engineer cells into new states, a promising technique for applications like immunotherapy and regenerative therapies. The vast complexity of the human genome, consisting of around 20,000 genes and… Read More »Researchers at MIT and Harvard Unveil a Revolutionary AI-Based Computational Approach: Efficiently Pinpointing Optimal Genetic Interventions with Fewer Experiments Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost

​ Capturing and encoding information about a visual scene, typically in the context of computer vision, artificial intelligence, or graphics, is called Scene representation. It involves creating a structured or abstract representation of the elements and attributes present in a scene, including objects, their positions,… Read More »Meet ConceptGraphs: An Open-Vocabulary Graph-Structured Representation for 3D Scenes Mohammad Arshad Artificial Intelligence Category – MarkTechPost

​ Language Models (LLMs) represent a category of artificial intelligence systems capable of generating and comprehending text. These models undergo training on extensive datasets consisting of text and code, and they find application in various tasks, such as translation, generating creative content across diverse domains,… Read More »Mistral AI Open-Sources Mistral 7B: A Small Yet Powerful Language Model Adaptable to Many Use-Cases Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​ The field of generative modeling has witnessed significant advancements in recent years, with researchers striving to create models capable of generating high-quality images. However, these models often need help with image quality and robustness. This research addresses the problem of striking the right balance… Read More »MIT Researchers Introduce PFGM++: A Groundbreaking Fusion of Physics and AI for Advanced Pattern Generation Madhur Garg Artificial Intelligence Category – MarkTechPost

​ In computer vision, inferring detailed object shading from a single image has long been challenging. Prior approaches often rely on complex parametric or measured representations, making shading editing daunting. Researchers from Stanford University introduce a solution that utilizes shade tree representations, combining basic shading… Read More »Researchers at Stanford Present A Novel Artificial Intelligence Method that can Effectively and Efficiently Decompose Shading into a Tree-Structured Representation Adnan Hassan Artificial Intelligence Category – MarkTechPost

​ A lot of research has gone into finding ways to represent big sets of connected data, like knowledge graphs. These methods are called Knowledge Graph Embeddings (KGE), and they help us use this data for various practical purposes in the real world.  Traditional methods… Read More »Meet Concept2Box: Bridging the Gap Between High-Level Concepts and Fine-Grained Entities in Knowledge Graphs – A Dual Geometric Approach Janhavi Lande Artificial Intelligence Category – MarkTechPost

​ In computer vision and human-computer interaction, the critical task of face orientation estimation has emerged as a pivotal component with multifaceted applications. One particularly notable domain where this technology plays a vital role is in driver monitoring systems aimed at enhancing road safety. These… Read More »Researchers at the Shibaura Institute of Technology Revolutionize Face Direction Detection with Deep Learning: Navigating Challenges of Hidden Facial Features and Expanding Horizon Angles Niharika Singh Artificial Intelligence Category – MarkTechPost

​ Artificial intelligence (AI) and machine learning (ML) have seen widespread adoption across enterprise and government organizations. Processing unstructured data has become easier with the advancements in natural language processing (NLP) and user-friendly AI/ML services like Amazon Textract, Amazon Transcribe, and Amazon Comprehend. Organizations have… Read More »Improve prediction quality in custom classification models with Amazon Comprehend Sathya Balakrishnan AWS Machine Learning Blog

​ Large language models (LLMs) have captured the imagination and attention of developers, scientists, technologists, entrepreneurs, and executives across several industries. These models can be used for question answering, summarization, translation, and more in applications such as conversational agents for customer support, content creation for… Read More »Fast and cost-effective LLaMA 2 fine-tuning with AWS Trainium Hao Zhou AWS Machine Learning Blog