​[[{“value”:” In the past year, large vision language models (LVLMs) have become a prominent focus in artificial intelligence research. When prompted differently, these models show promising performance across various downstream tasks. However, there’s still significant potential for improvement in LVLMs’ image perception capabilities.  Enhanced perceptual… Read More »This AI Paper from China Unveils ‘Vary-toy’: A Groundbreaking Compact Large Vision Language Model for Standard GPUs with Advanced Vision Vocabulary Mohammad Arshad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Heuristic algorithms are those algorithms that use practical and intuitive approaches to find solutions. They are very useful in making quick and effective decisions, even in the case of complex operational scenarios, such as managing servers in cloud environments. But, managing the reliability and… Read More »Microsoft Researchers Developed MetaOpt: A Heuristic Analyzer Designed to Enable Operators to Examine, Explain, and Improve Heuristics’ Performance before Deploying Rachit Ranjan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” One of the most exciting advancements in AI and machine learning has been speech generation using Large Language Models (LLMs). While effective in various applications, the traditional methods face a significant challenge: the integration of semantic and perceptual information, often resulting in inefficiencies and… Read More »Fudan University Researchers Introduce SpeechGPT-Gen: A 8B-Parameter Speech Large Language Model (SLLM) Efficient in Semantic and Perceptual Information Modeling Adnan Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” With the advent of generative AI, today’s foundation models (FMs), such as the large language models (LLMs) Claude 2 and Llama 2, can perform a range of generative tasks such as question answering, summarization, and content creation on text data. However, real-world data exists… Read More »Talk to your slide deck using multimodal foundation models hosted on Amazon Bedrock and Amazon SageMaker – Part 1 Amit Arora AWS Machine Learning Blog

​[[{“value”:” Language Agents represent a transformative advancement in computational linguistics. They leverage large language models (LLMs) to interact with and process information from the external world. Through innovative use of tools and APIs, these agents autonomously acquire and integrate new knowledge, demonstrating significant progress in… Read More »Uncertainty-Aware Language Agents are Changing the Game for OpenAI and LLaMA Muhammad Athar Ganaie Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Deploying dense retrieval models is crucial in industries like enterprise search (ES), where a single service supports multiple enterprises. In ES, such as the Cloud Customer Service (CCS), personalized search engines are generated from uploaded business documents to assist customer inquiries. The success of… Read More »This AI Paper from China Introduces DREditor: A Time-Efficient AI Approach for Building a Domain-Specific Dense Retrieval Model Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Though it has always played an essential part in natural language processing, textual data processing now sees new uses in the field. This is especially true when it comes to LLMs’ function as generic interfaces; these interfaces take examples and general system instructions, tasks,… Read More »IBM AI Research Introduces Unitxt: An Innovative Library For Customizable Textual Data Preparation And Evaluation Tailored To Generative Language Models Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Current multi-modal language models (LMs) face limitations in performing complex visual reasoning tasks. These tasks, such as compositional action recognition in videos, demand an intricate blend of low-level object motion and interaction analysis with high-level causal and compositional spatiotemporal reasoning. While these models excel… Read More »Enhancing Low-Level Visual Skills in Language Models: Qualcomm AI Research Proposes the Look, Remember, and Reason (LRR) Multi-Modal Language Model Nikhil Artificial Intelligence Category – MarkTechPost

​[[{“value”:” A team of researchers associated with Peking University, Pika, and Stanford University has introduced RPG (Recaption, Plan, and Generate). The proposed RPG framework is the new state-of-the-art in the context of text-to-image conversion, especially in handling complex text prompts involving multiple objects with various… Read More »This AI Paper Introduces RPG: A New Training-Free Text-to-Image Generation/Editing Framework that Harnesses the Powerful Chain-of-Thought Reasoning Ability of Multimodal LLMs Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Artificial Intelligence (AI), particularly through deep learning, has revolutionized many fields, including machine translation, natural language understanding, and computer vision. The field of medical imaging, specifically chest X-ray (CXR) interpretation, is no exception. CXRs, the most frequently performed diagnostic imaging tests, hold immense clinical… Read More »Researchers from Stanford Introduce CheXagent: An Instruction-Tuned Foundation Model Capable of Analyzing and Summarizing Chest X-rays Sana Hassan Artificial Intelligence Category – MarkTechPost