24 citations · 24 across the 2 of their papers we have counts for
2 papers
cs.CV2026
Low-Frequency Shortcuts in Texture-Driven Visual Learning
Utku Şirin, Cathy Hou, David Alvarez-Melis +1
Neural networks suffer from shortcut learning, where learned features generalize well to the training set but not to in-distribution (ID) or out-of-distribution (OOD) test sets. Ex…
cs.DB2019★ 24 cited
Micro-architectural Analysis of OLAP: Limitations and Opportunities
Utku Sirin, Anastasia Ailamaki
Understanding micro-architectural behavior is profound in efficiently using hardware resources. Recent work has shown that, despite being aggressively optimized for modern hardware…