Speaker: Serguei Barannikov BIMSA, IMJ-PRGTime: 14:00 - 16:00, 2024-12-05Venue: A3-1-301ZOOM: 230 432 7880PW: BIMSAOrganizers: Mingming Sun, Yaqing WangAbstractThe rapid advancement of large language models (LLMs) has made distinguishing between human and AI-generated text increasingly challenging. The talk examines the topological structures within LLM data representations, focusing on their ...
AbstractModels across different application domains are exploding in size. This disproportionate increase in model sizes will quickly obstruct the sustainability of deep learning. From my personal view, functional clustering, a model derived to classify a population of variables into distinct modules, can serve as an alternative tool to compress and optimize large multimodal models in any size....