​ In a world where AI-powered technologies can craft images that blur the line between reality and fabrication, the risk of misuse looms. Advanced generative models like DALL-E and Midjourney have lowered the barriers of entry, allowing even inexperienced users to generate hyper-realistic images from… Read More »MIT Researchers Introduce PhotoGuard: A New AI Tool that Prevents Unauthorized Image Manipulation Niharika Singh Artificial Intelligence Category – MarkTechPost

​ Large language models (LMs) are remarkably capable of authoring source code, creating original works of art, and conversing with people. The data used to train the models makes them capable of carrying out these tasks. By enhancing this training data, certain skills can be… Read More »Meet Skill-it: A Data-Driven Skills Framework for Understanding and Training Language Models Aneesh Tickoo Artificial Intelligence Category – MarkTechPost

​ Large language models (LLMs) are recent advances in deep learning models to work on human languages. These deep-learning trained models understand and generate text in a human-like fashion. These models are trained on a huge dataset scraped from the internet, taken from books, articles,… Read More »CMU Researchers Propose a Simple and Effective Attack Method that Causes Aligned Language Models to Generate Objectionable Behaviors at a High Success Rate Rachit Ranjan Artificial Intelligence Category – MarkTechPost

​ In today’s rapidly evolving healthcare landscape, doctors are faced with vast amounts of clinical data from various sources, such as caregiver notes, electronic health records, and imaging reports. This wealth of information, while essential for patient care, can also be overwhelming and time-consuming for… Read More »Exploring summarization options for Healthcare with Amazon SageMaker Cody Collins AWS Machine Learning Blog

​ Advertising agencies can use generative AI and text-to-image foundation models to create innovative ad creatives and content. In this post, we demonstrate how you can generate new images from existing base images using Amazon SageMaker, a fully managed service to build, train, and deploy… Read More »Unlocking creativity: How generative AI and Amazon SageMaker help businesses produce ad creatives for marketing campaigns with AWS Sovik Nath AWS Machine Learning Blog

​ Deep learning and AI have made remarkable progress in recent years, especially in detection models. Despite these impressive advancements, the effectiveness of object detection models heavily relies on large-scale benchmark datasets. However, the challenge lies in the variation of object categories and scenes. In… Read More »Detect Anything You Want With UniDetector Daniele Lorenzi Artificial Intelligence Category – MarkTechPost

​ A basic issue in low-level vision is image super-resolution (SR), which aims to recover the high-resolution (HR) picture from the low-resolution (LR) one. Due to the intricacy and unknowable nature of degradation models in real-world circumstances, this problem needs to be addressed. The diffusion… Read More »NTU Singapore Researchers Introduce ResShift: A New Upscaler Model That Uses Residual Shifting And Achieves Image Super-Resolution Faster Compared To Other Methods Aneesh Tickoo Artificial Intelligence Category – MarkTechPost

​ In recent years, the spotlight has turned to data compression and distillation approaches, revolutionizing artificial intelligence research. These methods promise to efficiently represent large-scale datasets, enabling faster model training, cost-effective data storage, and preservation of vital information. However, existing solutions have struggled to compress… Read More »Unleashing the Potential of Dataset Condensation: SRe^2L Achieves Record Accuracy on ImageNet-1K Niharika Singh Artificial Intelligence Category – MarkTechPost

​ Large language models (LLMs) have gained a massive amount of attention in the recent months. These models mimic humans by answering questions relevantly, generating precise content, translating languages, summarizing long textual paragraphs, and completing code samples. LLMs have been developing quickly, with regular releases… Read More »A New AI Research Proposes The PanGu-Coder2 Model and The RRTF Framework that Efficiently Boosts Pre-Trained Large Language Models for Code Generation Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​ Drug development is a complex and long process that involves screening thousands of drug candidates and using computational or experimental methods to evaluate leads. According to McKinsey, a single drug can take 10 years and cost an average of $2.6 billion to go through… Read More »Build protein folding workflows to accelerate drug discovery on Amazon SageMaker Michael Hsieh AWS Machine Learning Blog