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Recently, Kunlun Tech Skywork and Nanyang Technological University jointly launched an innovative hierarchical multi-agent collaboration framework called AgentOrchestra, which is referred to as the 'AI Symphony Orchestra,' marking a significant step forward in agent collaboration within the field of general artificial intelligence. Faced with complex tasks in the real world that challenge single models or agents, AgentOrchestra enables intelligent agents with distinct expertise to collaborate and tackle challenges together, by mimicking the collaborative model of a symphony orchestra. Traditionally, general AI

Researchers from Hong Kong and the UK have recently proposed a novel image tokenization method designed to convert images into digital representations (tokens) in a more compact and accurate manner. Unlike traditional methods that distribute information uniformly across all tokens, this method employs a hierarchical structure, capturing visual information layer by layer, thereby improving the quality and efficiency of image reconstruction. Traditional image tokenization techniques typically divide each part of an image equally into multiple tokens, whereas the new method adopts a hierarchical structure. Initial tokens encode rough shapes and structural elements,

The innovative application of Hierarchical 3D Gaussian in virtual reality and computer graphics significantly enhances visual effects, training speed, and real-time rendering capabilities. By constructing a hierarchical 3D Gaussian structure, it efficiently handles large-scale scene datasets, overcoming traditional methods' limitations in sparse scene processing. Utilizing chunked training and hierarchical optimization techniques, it processes te....