​ Amazon SageMaker Canvas is a visual interface that enables business analysts to generate accurate machine learning (ML) predictions on their own, without requiring any ML experience or having to write a single line of code. SageMaker Canvas’s intuitive user interface lets business analysts browse… Read More »Accelerate business outcomes with 70% performance improvements to data processing, training, and inference with Amazon SageMaker Canvas Peter Chung AWS Machine Learning Blog

​ Computer vision (CV) is one of the most common applications of machine learning (ML) and deep learning. Use cases range from self-driving cars, content moderation on social media platforms, cancer detection, and automated defect detection. Amazon Rekognition is a fully managed service that can… Read More »Build and train computer vision models to detect car positions in images using Amazon SageMaker and Amazon Rekognition Michael Wallner AWS Machine Learning Blog

​ Several human demos have been collected for learning visual navigation, and recent huge datasets contain hundreds of interactive scenarios, both of which have led to significant improvements in agent performance. However, getting to such massive training requires solving a number of key sub-problems, such… Read More »This AI Paper Proposes an Effective Paradigm for Large Scale Vision-and-Language Navigation (VLN) Training and Quantitatively Evaluates the Influence of Each Component in the Pipeline Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​ To efficiently connect with numerous tools (APIs) and complete difficult tasks, tool learning attempts to harness the potential of large language models (LLMs). LLMs may significantly increase their value and gain the ability to act as effective middlemen between consumers and the sizable application… Read More »Meet ToolLLM: A General Tool-Use Framework of Data Construction and Model Training that Enhances Large Language Models’ API Usage Aneesh Tickoo Artificial Intelligence Category – MarkTechPost

​ Music caption generation involves music information retrieval by generating natural language descriptions of a given music track. The captions generated are textual descriptions of sentences, distinguishing the task from other music semantic understanding tasks such as music tagging. These models generally use an encoder-decoder… Read More »Meet LP-MusicCaps: A Tag-to-Pseudo Caption Generation Approach with Large Language Models to Address the Data Scarcity Issue in Automatic Music Captioning Rachit Ranjan Artificial Intelligence Category – MarkTechPost

​ With the increasing popularity of Artificial Intelligence (AI), foundation models have demonstrated an amazing ability to handle a variety of problems with only a small amount of information provided by labeled instances. The idea of in-context learning has gained attention with its ability to… Read More »Meet Med-Flamingo: A Unique Foundation Model which is Capable of Performing Multimodal in-context Learning Specialized for the Medical Domain Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​ Advances in AI are being made. Large Language Models (LLMs) are where the quick advancements are happening. Modern LLMs can use tools, plan, and pass standardized assessments. But even to its creators, LLMs are simply mysterious boxes. They don’t know much about how they… Read More »Large Language Models as Tax Attorneys: This AI Paper Explores LLM Capabilities in Applying Tax Law Aneesh Tickoo Artificial Intelligence Category – MarkTechPost

​ Large-scale pretrained language models (LLMs) like OpenAI GPT, Flan-T5, and LLaMA have been substantially responsible for the rapid advancement of NLP. These models perform exceptionally well in a variety of NLP applications. However, problems with computational efficiency and memory utilization arise during fine-tuning due… Read More »Meet LoraHub: A Strategic AI Framework for Composing LoRA (Low-Rank Adaptations) Modules Trained on Diverse Tasks in Order to Achieve Adaptable Performance on New Tasks Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​ Artificial Intelligence is the latest topic of discussion among developers and researchers. From Natural Language Processing and Natural Language Understanding to Computer Vision, AI is revolutionizing almost every domain. The recently introduced Large Language Models like DALL-E have been successful in generating beautiful images… Read More »An AI Research about Incorporating Interpolation between Images with the Help of Diffusion Models Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​ Generative AI has become a common tool for enhancing and accelerating the creative process across various industries, including entertainment, advertising, and graphic design. It enables more personalized experiences for audiences and improves the overall quality of the final products. One significant benefit of generative… Read More »Build a personalized avatar with generative AI using Amazon SageMaker James Wu AWS Machine Learning Blog