2 papers
cs.CV2026
Task Relevance Is Not Local Replaceability: A Two-Axis View of Channel Information
Houman Safaai, Andrew T. Landau, Celia C. Beron +2
Channel importance in vision networks is usually summarized by a single score. That summary hides two different questions: how much a channel is related to the task, and whether it…
cs.MA2025
The Emergence of Complex Behavior in Large-Scale Ecological Environments
Joseph Bejjani, Chase Van Amburg, Chengrui Wang +7
We explore how physical scale and population size shape the emergence of complex behaviors in open-ended ecological environments. In our setting, agents are unsupervised and have n…