3 papers
cs.CL2026
Catch Your Breath: Adaptive Computation for Self-Paced Sequence Production
Alexandre Galashov, Matt Jones, Rosemary Ke +3
Within the landscape of inference-time scaling methods for foundation models, a width-based approach to scaling -- which involves the insertion of <pause> tokens in the input strea…
cs.LG2025
More Experts Than Galaxies: Conditionally-overlapping Experts With Biologically-Inspired Fixed Routing
Sagi Shaier, Francisco Pereira, Katharina von der Wense +2
The evolution of biological neural systems has led to both modularity and sparse coding, which enables energy efficiency and robustness across the diversity of tasks in the lifespa…
cs.AI2025
Human-inspired Perspectives: A Survey on AI Long-term Memory
Zihong He, Weizhe Lin, Hao Zheng +7
With the rapid advancement of AI systems, their abilities to store, retrieve, and utilize information over the long term - referred to as long-term memory - have become increasingl…