Amirkoushyar Ziabari

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 16

Top Topics

Top Venues

Mach. Learn. Sci. Technol.

Publications

Amirkoushyar Ziabari, Derek C. Rose, Abbas Shirinifard, David J. Solecki
YOLO2U-Net: Detection-guided 3D instance segmentation for microscopy. Pattern Recognit. Lett. 181 (2024)
Muralikrishnan Gopalakrishnan Meena, Amirkoushyar Ziabari, Singanallur V. Venkatakrishnan, Isaac Lyngaas, Matthew R. Norman, Bálint Joó, Thomas L. Beck, Charles A. Bouman, Anuj J. Kapadia, Xiao Wang
Physics guided machine learning for multi-material decomposition of tissues from dual-energy CT scans of simulated breast models with calcifications. High Performance Computing for Imaging (2023)
Obaidullah Rahman, Singanallur V. Venkatakrishnan, Luke Scime, Paul Brackman, Curtis Frederick, Ryan Dehoff, Vincent C. Paquit, Amirkoushyar Ziabari
Deep Learning Based Workflow for Accelerated Industrial X-Ray Computed Tomography. ICIP (2023)
Amirkoushyar Ziabari, Derek C. Rose, Abbas Shirinifard, David J. Solecki
YOLO2U-Net: Detection-Guided 3D Instance Segmentation for Microscopy. CoRR (2022)
Amirkoushyar Ziabari, Singanallur Venkatakrishnan, Abhishek Dubey, Alex Lisovich, Paul Brackman, Curtis Frederick, Pradeep Bhattad, Philip R. Bingham, Alex Plotkowski, Ryan Dehoff, Vincent Paquit
Simurgh: A Framework for Cad-Driven Deep Learning Based X-Ray CT Reconstruction. ICIP (2022)
S. V. Venkatakrishnan, K. Aditya Mohan, Amirkoushyar Ziabari, Charles A. Bouman
Algorithm-Driven Advances for Scientific CT Instruments: From model-based to deep learning-based approaches. IEEE Signal Process. Mag. 39 (1) (2022)
Maryam Parsa, Catherine D. Schuman, Nitin Rathi, Amirkoushyar Ziabari, Derek C. Rose, J. Parker Mitchell, J. Travis Johnston, Bill Kay, Steven R. Young, Kaushik Roy
Accurate and Accelerated Neuromorphic Network Design Leveraging A Bayesian Hyperparameter Pareto Optimization Approach. ICONS (2021)
Singanallur V. Venkatakrishnan, Amirkoushyar Ziabari, Jacob D. Hinkle, Andrew W. Needham, Jeffrey M. Warren, Hassina Z. Bilheux
Convolutional neural network based non-iterative reconstruction for accelerating neutron tomography. Mach. Learn. Sci. Technol. 2 (2) (2021)
Amirkoushyar Ziabari, Michael Kirka, Vincent Paquit, Philip R. Bingham, Singanallur V. Venkatakrishnan
X-Ray CT Reconstruction of Additively Manufactured Parts using 2.5D Deep Learning MBIR. CoRR (2019)
Maryam Parsa, Aayush Ankit, Amirkoushyar Ziabari, Kaushik Roy
PABO: Pseudo Agent-Based Multi-Objective Bayesian Hyperparameter Optimization for Efficient Neural Accelerator Design. CoRR (2019)
Amirkoushyar Ziabari, Jeffrey M. Rickman, Lawrence F. Drummy, Jeffrey P. Simmons, Charles A. Bouman
Physics-Based Regularizer for Joint Soft Segmentation and Reconstruction of Electron Microscopy Images of Polycrystalline Microstructures. IEEE Trans. Computational Imaging 5 (4) (2019)
Amirkoushyar Ziabari, Derek C. Rose, Matthew R. Eicholtz, David J. Solecki, Abbas Shirinifard
A 2.5d Yolo-Based Fusion Algorithm for 3d Localization Of Cells. ACSSC (2019)
Maryam Parsa, Aayush Ankit, Amirkoushyar Ziabari, Kaushik Roy
PABO: Pseudo Agent-Based Multi-Objective Bayesian Hyperparameter Optimization for Efficient Neural Accelerator Design. ICCAD (2019)
Amirkoushyar Ziabari, Abbas Shirinifard, Matthew R. Eicholtz, David J. Solecki, Derek C. Rose
A Two-Tier Convolutional Neural Network for Combined Detection and Segmentation in Biological Imagery. GlobalSIP (2019)
Amirkoushyar Ziabari, Dong Hye Ye, Somesh Srivastava, Ken D. Sauer, Jean-Baptiste Thibault, Charles A. Bouman
2.5D Deep Learning For CT Image Reconstruction Using A Multi-GPU Implementation. ACSSC (2018)
Amirkoushyar Ziabari, Jeffrey M. Rickman, Jeffrey P. Simmons, Charles A. Bouman
Physics based modeling for the development of soft segmentation and reconstruction algorithms. ACSSC (2017)
Amirkoushyar Ziabari, Je-Hyoung Park, Ehsan K. Ardestani, Jose Renau, Sung-Mo Kang, Ali Shakouri
Power Blurring: Fast Static and Transient Thermal Analysis Method for Packaged Integrated Circuits and Power Devices. IEEE Trans. Very Large Scale Integr. Syst. 22 (11) (2014)
Amirkoushyar Ziabari, Ephraim Suhir, Ali Shakouri
Minimizing thermally induced interfacial shearing stress in a thermoelectric module with low fractional area coverage. Microelectron. J. 45 (5) (2014)