​[[{“value”:” Large Language Models (LLMs) have gained significant attention for their versatility, but their factualness remains a critical concern. Studies have revealed that LLMs can produce nonfactual, hallucinated, or outdated information, undermining reliability. Current evaluation methods, such as fact-checking and fact-QA, face several challenges. Fact-checking… Read More »Apple Researchers Present KGLens: A Novel AI Method Tailored for Visualizing and Evaluating the Factual Knowledge Embedded in LLMs Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Multimodal Language Models MLLMs architectures have evolved to enhance text-image interactions through various techniques. Models like Flamingo, IDEFICS, BLIP-2, and Qwen-VL use learnable queries, while LLaVA and MGM employ projection-based interfaces. LLaMA-Adapter and LaVIN focus on parameter-efficient tuning. Dataset quality significantly impacts MLLM effectiveness,… Read More »Img-Diff: A Novel Dataset for Enhancing Multimodal Language Models through Contrastive Learning and Image Difference Analysis Shoaib Nazir Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Visual Simultaneous Localization and Mapping (SLAM) is a critical technology in robotics and computer vision that allows real-time state estimation for various applications. SLAM has become important for monocular depth estimation, view synthesis, and 3D human pose reconstruction tasks. However, these tasks face a… Read More »Deep Patch Visual (DPV) SLAM: A New Artificial Intelligence AI Method for Monocular Visual SLAM on a Single GPU Sajjad Ansari Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Artificial intelligence, particularly natural language processing (NLP), has become a cornerstone in advancing technology, with large language models (LLMs) leading the charge. These models, such as those used for text summarization, automated customer support, and content creation, are designed to interpret and generate human-like… Read More »IBM Research Introduced Conversational Prompt Engineering (CPE): A GroundBreaking Tool that Simplifies Prompt Creation with 67% Improved Iterative Refinements in Just 32 Interaction Turns Nikhil Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Audio, as a medium, holds immense potential for conveying complex information, making it essential for developing systems that can accurately interpret & respond to audio inputs. The field aims to create models that can comprehend a wide range of sounds, from spoken language to… Read More »Qwen2-Audio Released: A Revolutionary Audio-Language Model Overcoming Complex Audio Challenges with Unmatched Precision and Versatile Interaction Capabilities Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Traditional molecular representations, primarily focused on covalent bonds, have neglected crucial aspects like delocalization and non-covalent interactions. Existing machine learning models have utilized information-sparse representations, limiting their ability to capture molecular complexity. While computational chemistry has developed robust quantum-mechanical methods, their application in machine… Read More »Integrating Stereoelectronic Effects into Molecular Graphs: A Novel Approach for Enhanced Machine Learning Representations and Molecular Property Predictions Shoaib Nazir Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Deep learning has revolutionized various domains, with Transformers emerging as a dominant architecture. However, Transformers must improve the processing of lengthy sequences due to their quadratic computational complexity. Recently, a novel architecture named Mamba has shown promise in building foundation models with comparable abilities… Read More »Revolutionizing AI with Mamba: A Survey of Its Capabilities and Future Directions Shreya Maji Artificial Intelligence Category – MarkTechPost