​ With the increasing popularity of Artificial Intelligence, new models are getting released almost every day with brand-new features and problem-solving capabilities. Researchers in recent times have been focusing on coming up with approaches to strengthen AI models’ resistance to unknown test distributions and lessen… Read More »Addressing AI’s Generalization Gap: Researchers From University College London Propose Spawrious – An Image Classification Benchmark Suite Containing Spurious Correlations Between Classes And Backgrounds Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​ Modern machine learning relies heavily on optimization to provide effective answers to challenging issues in areas as varied as computer vision, natural language processing, and reinforcement learning. The difficulty of achieving rapid convergence and high-quality solutions largely depends on the learning rates chosen. Applications… Read More »Researchers from Meta AI and Samsung Introduce Two New AI Methods, Prodigy and Resetting, for Learning Rate Adaptation that Improve upon the Adaptation Rate of the State-of-the-Art D-Adaptation Method Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​ Recent advancements in text-to-image generation have emerged diffusion models that can synthesize highly realistic and diverse images. However, despite their impressive capabilities, diffusion models like Stable Diffusion often need help with prompts requiring spatial or common sense reasoning, leading to inaccuracies in generated images.… Read More »Revolutionizing Text-to-Image Synthesis: UC Berkeley Researchers Utilize Large Language Models in a Two-Stage Generation Process for Enhanced Spatial and Common Sense Reasoning Niharika Singh Artificial Intelligence Category – MarkTechPost

​ Large language models, or LLMs in short, have emerged as a groundbreaking advancement in the field of artificial intelligence (AI). These models, such as GPT-3, have completely revolutionalized natural language understanding. With the capacity of such models to interpret vast amounts of existing data… Read More »Meet vLLM: An Open-Source LLM Inference And Serving Library That Accelerates HuggingFace Transformers By 24x Khushboo Gupta Artificial Intelligence Category – MarkTechPost

​ The sophistication of false profiles has increased alongside the proliferation of artificial intelligence (AI)-produced synthetic and text-to-image generated media. LinkedIn partnered with UC Berkeley to study cutting-edge detection methods. Their recent detection method accurately identifies artificially generated profile pictures 99.6% of the time while… Read More »Researchers From LinkedIn And UC Berkeley Propose A New Method To Detect AI-Generated Profile Photos Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​ Since prehistoric times, people have used sketches for communication and documentation. Over the past decade, researchers have made great strides in understanding how to use sketches from classification and synthesis to more novel applications like modeling visual abstraction, style transfer, and continuous stroke fitting.… Read More »Revolutionizing Cancer Detection: the University of Surrey Unleashes Game-Changing Sketch-Based Object Detection Tool in Machine Learning Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​ Diffusion models. This is a term you heard about a lot if you have been paying attention to the advancements in the AI domain. They were the key that enabled the revolution in generative AI methods. We now have models that can generate photorealistic… Read More »The Artist Pal in Your Pocket: SnapFusion is an AI Approach That Brings the Power of Diffusion Models to Mobile Devices Ekrem Çetinkaya Artificial Intelligence Category – MarkTechPost

​ Music is an art composed of harmony, melody, and rhythm that permeates every aspect of human life. With the blossoming of deep generative models, music generation has drawn much attention in recent years. As a prominent class of generative models, language models (LMs) showed… Read More »Meet MeLoDy: An Efficient Text-to-Audio Diffusion Model For Music Synthesis Daniele Lorenzi Artificial Intelligence Category – MarkTechPost

​ Large Language Models (LLMs) have been in the limelight for a few months. Being one of the best advancements in the field of Artificial Intelligence, these models are transforming the way how humans interact with machines. As every industry is adopting these models, they… Read More »Google Researchers Introduce AudioPaLM: A Game-Changer in Speech Technology – A New Large Language Model That Listens, Speaks, and Translates with Unprecedented Accuracy Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​ In the latest release of published papers in Machine Intelligence Research, a team of researchers dives deep into the area of vision-language pretraining (VLP) and its applications in multi-modal tasks. The paper explores the idea of uni-modal training and how it differs from multi-modal… Read More »Shaping the Future of AI: A Comprehensive Survey on Vision-Language Pre-Training Models and their Role in Uni-Modal and Multi-Modal Tasks Anant shahi Artificial Intelligence Category – MarkTechPost