5 citations · 6 across the 3 of their papers we have counts for
3 papers
cs.LG2026
Squeeze-Release: Iterative Pruning with Exact Structural Minimization
Roman Denkin, Ida Akerholm, Prashant Singh +1
Unstructured pruning produces sparse weight tensors, but the standard implementation keeps tensor shapes unchanged so the deployed model is no smaller than before pruning. We prese…
eess.IV2025★ 1 cited
Image-Based Metrics in Ultrasound for Estimation of Global Speed-of-Sound
Roman Denkin, Orcun Goksel
Accurate speed-of-sound (SoS) estimation is crucial for ultrasound image formation, yet conventional systems often rely on an assumed value for imaging. We propose to leverage conv…
cs.CY2024★ 5 cited
On Perception of Prevalence of Cheating and Usage of Generative AI
Roman Denkin
This report investigates the perceptions of teaching staff on the prevalence of student cheating and the impact of Generative AI on academic integrity. Data was collected via an an…