2 papers
cs.CL2024
Scaled and Inter-token Relation Enhanced Transformer for Sample-restricted Residential NILM
Minhajur Rahman, Yasir Arafat
Transformers have demonstrated exceptional performance across various domains due to their self-attention mechanism, which captures complex relationships in data. However, training…
eess.SY2024
Towards a Deeper Understanding of Transformer for Residential Non-intrusive Load Monitoring
Minhajur Rahman, Yasir Arafat
Transformer models have demonstrated impressive performance in Non-Intrusive Load Monitoring (NILM) applications in recent years. Despite their success, existing studies have not t…