3 papers
cs.LG2026
Stateless Language Agents: Scaling Long-Horizon Automated Research
Qizheng Zhang, Changxiu Ji, Isaac Sun +15
Automated research systems increasingly run LLM agents over long horizons, but more inference does not by itself produce more progress: agents replay growing histories, duplicate o…
cs.CV2025
Generative Hints
Andy Dimnaku, Abdullah Yusuf Kavranoglu, Yaser Abu-Mostafa
Data augmentation is widely used in vision to introduce variation and mitigate overfitting, by enabling models to learn invariant properties. However, augmentation only indirectly…
cs.CV2025
Decision-based AI Visual Navigation for Cardiac Ultrasounds
Andy Dimnaku, Dominic Yurk, Zhiyuan Gao +3
Ultrasound imaging of the heart (echocardiography) is widely used to diagnose cardiac diseases. However, obtaining an echocardiogram requires an expert sonographer and a high-quali…