Irmak Sivgin

According to our database, Irmak Sivgin authored at least 5 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Principled Design of Diffusion-based Optimizers for Inverse Problems.

Julio Oscanoa, Irmak Sivgin, Cagan Alkan, Daniel B. Ennis, John M. Pauly, Mert Pilanci, Shreyas Vasanawala

CoRR, May, 2026

2025

Geometric Algebra Planes: Convex Implicit Neural Volumes.

Irmak Sivgin, Sara Fridovich-Keil, Gordon Wetzstein, Mert Pilanci

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

A Plug-In Graph Neural Network to Boost Temporal Sensitivity in fMRI Analysis.

Irmak Sivgin, Hasan Atakan Bedel, Saban Öztürk, Tolga Çukur

IEEE J. Biomed. Health Informatics, September, 2024

2023

BolT: Fused window transformers for fMRI time series analysis.

Hasan Atakan Bedel, Irmak Sivgin, Onat Dalmaz, Salman Ul Hassan Dar, Tolga Çukur

Medical Image Anal., August, 2023

2022

A Graphical Network Layer for Lagged Analysis of FMRI Data.

Hasan Atakan Bedel, Irmak Sivgin, Tolga Çukur

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022