Browsing: ML News
Artificial intelligence (AI) applications have become increasingly complex, often involving multiple interconnected tasks and components. These systems can include elements such as data loaders, language models,…
Kolmogorov-Arnold Networks (KANs) have emerged as a promising alternative to traditional Multi-Layer Perceptrons (MLPs). Inspired by the Kolmogorov-Arnold representation theorem, these networks utilize neurons that perform…
Multimodal artificial intelligence focuses on developing models capable of processing and integrating diverse data types, such as text and images. These models are essential for answering…
Video captioning has become increasingly important for content understanding, retrieval, and training foundation models for video-related tasks. Despite its importance, generating accurate, detailed, and descriptive video…
Deep learning has become a powerful tool for classifying pathological voices, particularly in the GRBAS (Grade, Roughness, Breathiness, Asthenia, Strain) scale assessment. The GRBAS scale is…
Large language models (LLMs) have seen rapid advancements, making significant strides in algorithmic problem-solving tasks. These models are being integrated into algorithms to serve as general-purpose…
The problem of a mediator learning to coordinate a group of strategic agents is considered through action recommendations without knowing their underlying utility functions, such as…
Relational databases are integral to many digital systems, providing structured data storage across various sectors, such as e-commerce, healthcare, and social media. Their table-based structure simplifies…
Large language models (LLMs) have emerged as powerful tools in artificial intelligence, demonstrating remarkable capabilities in understanding and generating text. These models utilize advanced technologies such…
The evolution of Transformer models has revolutionized natural language processing (NLP) by significantly advancing model performance and capabilities. However, this rapid development has introduced substantial challenges,…