​[[{“value”:” The primary goal of Sign Language Production (SLP) is to create sign avatars that resemble humans using text inputs. The standard procedure for SLP methods based on deep learning involves several steps. First, the text is translated into gloss, a language that represents postures… Read More »SignLLM: A Multilingual Sign Language Model that can Generate Sign Language Gestures from Input Text Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Despite the advancement of artificial intelligence in the field of medical science, these systems have limited application. This limitation creates a gap in developing AI solutions for specific tasks. Researchers from Harvard Medical School, USA; Jawaharlal Institute of Postgraduate Medical Education and Research, India;… Read More »MedVersa: A Generalist Learner that Enables Flexible Learning and Tasking for Medical Image Interpretation Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Self-supervised features are central to modern machine learning, typically requiring extensive human effort for data collection and curation, similar to supervised learning. Self-supervised learning (SSL) allows models to be trained without human annotations, enabling scalable data and model expansion. However, scaling efforts have sometimes… Read More »Enhancing Self-Supervised Learning with Automatic Data Curation: A Hierarchical K-Means Approach Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Recent years have seen significant advances in neural language models, particularly Large Language Models (LLMs) enabled by the Transformer architecture and increased scale. LLMs exhibit exceptional skills in generating grammatical text, answering questions, summarising content, creating imaginative outputs, and solving complex puzzles. A key… Read More »In-Context Learning Capabilities of Multi-Layer Perceptrons MLPs: A Comparative Study with Transformers Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Human activities increasingly threaten wildlife’s role in maintaining ecosystem balance, highlighting the critical need for large-scale biodiversity monitoring. Addressing the logistical challenges of fieldwork and data collection, especially in remote and biodiverse regions, has led to the deployment of automated data collection devices. These… Read More »Microsoft AI for Good Introduces Pytorch-Wildlife: An Open-Source Deep Learning Platform Built on PyTorch Mohammad Arshad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Large language models (LLMs) like ChatGPT-4 and Claude-3 Opus excel in tasks such as code generation, data analysis, and reasoning. Their growing influence in decision-making across various domains makes it crucial to align them with human preferences to ensure fairness and sound economic decisions.… Read More »Advancing Ethical AI: Preference Matching Reinforcement Learning from Human Feedback RLHF for Aligning LLMs with Human Preferences Aswin Ak Artificial Intelligence Category – MarkTechPost

​[[{“value”:” This is a guest post co-written with CBRE. CBRE is the world’s largest commercial real estate services and investment firm, with 130,000 professionals serving clients in more than 100 countries. Services range from financing and investment to property management. CBRE is unlocking the potential… Read More »CBRE and AWS perform natural language queries of structured data using Amazon Bedrock Surya Rebbapragada AWS Machine Learning Blog

​[[{“value”:” Organizations across media and entertainment, advertising, social media, education, and other sectors require efficient solutions to extract information from videos and apply flexible evaluations based on their policies. Generative artificial intelligence (AI) has unlocked fresh opportunities for these use cases. In this post, we… Read More »Dynamic video content moderation and policy evaluation using AWS generative AI services Lana Zhang AWS Machine Learning Blog

​[[{“value”:” This post is co-written with Murthy Palla and Madesh Subbanna from Vitech. Vitech is a global provider of cloud-centered benefit and investment administration software. Vitech helps group insurance, pension fund administration, and investment clients expand their offerings and capabilities, streamline their operations, and gain… Read More »Vitech uses Amazon Bedrock to revolutionize information access with AI-powered chatbot Samit Kumbhani AWS Machine Learning Blog