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Advancing Artificial Intelligence: Sungkyunkwan University’s Innovative Memory System Called ‘Memoria’ Boosts Transformer Performance on Long-Sequence Complex Tasks

In recent years, machine learning has faced a common challenge: the limited storage capacity of transformers. These models, known for their prowess in deciphering patterns within sequential data, excel in numerous applications but must improve when confronted with lengthy data sequences. The conventional approach of extending input length needs to be revised in replicating the…