3 papers
cs.AI2026
SemanticALLI: Caching Reasoning, Not Just Responses, in Agentic Systems
Varun Chillara, Dylan Kline, Christopher Alvares +9
Agentic AI pipelines suffer from a hidden inefficiency: they frequently reconstruct identical intermediate logic, such as metric normalization or chart scaffolding, even when the u…
cs.LG2025
Human-like Forgetting Curves in Deep Neural Networks
Dylan Kline
This study bridges cognitive science and neural network design by examining whether artificial models exhibit human-like forgetting curves. Drawing upon Ebbinghaus' seminal work on…
cs.CV2025
Game-invariant Features Through Contrastive and Domain-adversarial Learning
Dylan Kline
Foundational game-image encoders often overfit to game-specific visual styles, undermining performance on downstream tasks when applied to new games. We present a method that combi…