Amir joined the Paul Scherer Institute in Villigen, Switzerland.

I was a Ph.D. student at the University of Basel under the supervision of Prof. Ivan Dokmanić at the SADA group.

Webpage

Research interests

Deep Learning

Generative Modeling

Computational Imaging

Publications

2023

khorashadizadeh2022deepinjective
Deep Injective Prior for Inverse Scattering
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IEEE Transactions on Antennas and Propagation, 2023
@article{khorashadizadeh2022deepinjective,
  title={Deep Injective Prior for Inverse Scattering},
  author={AmirEhsan Khorashadizadeh and Vahid Khorashadizadeh and Sepehr Eskandari and Guy A.E. Vandenbosch and Ivan Dokmani{\'c} },
  journal={IEEE Transactions on Antennas and Propagation},
  year={2023},
  projectpage = {http://sada.dmi.unibas.ch/en/research/injective-flows},
  volume={abs/2301.03092},
  eprint={2301.03092},
  archivePrefix={arXiv}
}
khorashadizadeh2022funknn
FunkNN: Neural Interpolation for Functional Generation
, , and
ICLR, 2023
@article{khorashadizadeh2022funknn,
  title={FunkNN: Neural Interpolation for Functional Generation},
  author={Khorashadizadeh, AmirEhsan and Chaman, Anadi and Debarnot, Valentin and Dokmani{\'c}, Ivan},
  journal={ICLR},
  year={2023},
  projectpage = {https://sada.dmi.unibas.ch/en/research/implicit-neural-representation},
  volume={abs/2212.14042},
  eprint={2212.14042},
  archivePrefix={arXiv},
  url={https://openreview.net/forum?id=BT4N_v7CLrk}
}
DeepVI
Deep Variational Inverse Scattering
, , , and
EUCAP, 2023
@article{DeepVI,
  title={Deep Variational Inverse Scattering},
  author={AmirEhsan Khorashadizadeh and Ali Aghababaei and Tin Vlavsi\'c and Hieu Nguyen and Ivan Dokmani\'c},
  journal={EUCAP},
  year={2023},
  projectpage = {http://sada.dmi.unibas.ch/en/research/injective-flows},
  volume={abs/2212.04309},
  eprint={2212.04309},
  archivePrefix={arXiv}
}
ctrumpets
Conditional Injective Flows for Bayesian Imaging
, , , , and
IEEE Transactions on Computational Imaging, 2023
@article{ctrumpets,
  title={Conditional Injective Flows for Bayesian Imaging},
  author={AmirEhsan Khorashadizadeh and Konik Kothari and Leonardo Salsi and Ali Aghababaei Harandi and Maarten de Hoop and Ivan Dokmani\'c},
  journal={IEEE Transactions on Computational Imaging},
  year={2023},
  projectpage = {http://sada.dmi.unibas.ch/en/research/injective-flows},
  volume={abs/2204.07664},
  eprint={2204.07664},
  archivePrefix={arXiv},
  url={https://ieeexplore.ieee.org/document/10054422}
}

2022

vlavsic2022implicit
Implicit Neural Representation for Mesh-Free Inverse Obstacle Scattering
, , and
56th Asilomar Conference on Signals, Systems, and Computers, 2022
@article{vlavsic2022implicit,
  title={Implicit Neural Representation for Mesh-Free Inverse Obstacle Scattering},
  author={Vla{\v{s}}i{\'c}, Tin and Nguyen, Hieu and Khorashadizadeh, AmirEhsan and Dokmani{\'c}, Ivan},
  journal={56th Asilomar Conference on Signals, Systems, and Computers},
  year={2022},
  projectpage = {http://sada.dmi.unibas.ch/en/research/injective-flows},
  volume={abs/2206.02027},
  eprint={2206.02027},
  archivePrefix={arXiv}
}

2021

kothari2021trumpets
Trumpets: Injective flows for inference and inverse problems
, , and
Uncertainty in Artificial Intelligence, 2021
@inproceedings{kothari2021trumpets,
  title={Trumpets: Injective flows for inference and inverse problems},
  projectpage = {http://sada.dmi.unibas.ch/en/research/injective-flows},
  author={Kothari, Konik and Khorashadizadeh, AmirEhsan and de Hoop, Maarten and Dokmani{\'c}, Ivan},
  booktitle={Uncertainty in Artificial Intelligence},
  pages={1269--1278},
  year={2021},
  organization={PMLR},
  url={https://proceedings.mlr.press/v161/kothari21a.html}}

2020

khorashadi2020novel
A novel pruning approach for bagging ensemble regression based on sparse representation
, and
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020
@inproceedings{khorashadi2020novel,
  title={A novel pruning approach for bagging ensemble regression based on sparse representation},
  author={Khorashadi-Zadeh, Amir Ehsan and Babaie-Zadeh, Massoud and Jutten, Christian},
  booktitle={ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages={4032--4036},
  year={2020},
  organization={IEEE},
  url={https://ieeexplore.ieee.org/document/9053835}
}