2 papers
cs.LG2026
Semantic Allocation in Ordered Bottlenecks: Predictive Residual Inference for Visual Representation Learning
Erik Ayari, Manuel Traub, Martin V. Butz
Ordered bottlenecks aim to provide utility at flexible budgets by assigning coarse information to early tokens and task-relevant detail to later ones. Prior work, including tail dr…
cs.AI2024
Quick and Accurate Affordance Learning
Fedor Scholz, Erik Ayari, Johannes Bertram +1
Infants learn actively in their environments, shaping their own learning curricula. They learn about their environments' affordances, that is, how local circumstances determine how…