2 papers
cs.LG2026
Adaptive Memory Decay for Log-Linear Attention
Yaxita Amin, Helen Zichen Li, Mengfan Zhang +1
Sequence models face a fundamental tradeoff between memory capacity and computational efficiency. Transformers achieve expressive context modeling at quadratic cost, while linear a…
cs.LG2025
A Predictive Services Architecture for Efficient Airspace Operations
Ãtalo Romani de Oliveira, Samet Ayhan, Glaucia Balvedi +5
Predicting air traffic congestion and flow management is essential for airlines and Air Navigation Service Providers (ANSP) to enhance operational efficiency. Accurate estimates of…