Amin Nejatbakhsh

According to our database, Amin Nejatbakhsh authored at least 14 papers between 2019 and 2024.

Collaborative distances:

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

2024

Versatile multiple object tracking in sparse 2D/3D videos via deformable image registration.

James Ryu, Amin Nejatbakhsh, Mahdi Torkashvand, Sahana Gangadharan, Maedeh Seyedolmohadesin, Jinmahn Kim, Liam Paninski, Vivek Venkatachalam

PLoS Comput. Biol., 2024

2023

Estimating Noise Correlations Across Continuous Conditions With Wishart Processes.

Amin Nejatbakhsh, Isabel Garon, Alex Williams

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Learning Probabilistic Piecewise Rigid Atlases of Model Organisms via Generative Deep Networks.

Amin Nejatbakhsh, Neel Dey, Vivek Venkatachalam, Eviatar Yemini, Liam Paninski, Erdem Varol

Proceedings of the Information Processing in Medical Imaging, 2023

2022

Toward a more accurate 3D atlas of C. elegans neurons.

Michael Skuhersky, Tailin Wu, Eviatar Yemini, Amin Nejatbakhsh, Edward S. Boyden, Max Tegmark

BMC Bioinform., 2022

2021

Neuron matching in C. elegans with robust approximate linear regression without correspondence.

Amin Nejatbakhsh, Erdem Varol

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Estimating the Unique Information of Continuous Variables.

Ari Pakman, Amin Nejatbakhsh, Dar Gilboa, Abdullah Makkeh, Luca Mazzucato, Michael Wibral, Elad Schneidman

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Sinkhorn EM: An Expectation-Maximization algorithm based on entropic optimal transport.

Gonzalo E. Mena, Amin Nejatbakhsh, Erdem Varol, Jonathan Niles-Weed

CoRR, 2020

Statistical Atlas of C. elegans Neurons.

Erdem Varol, Amin Nejatbakhsh, Ruoxi Sun, Gonzalo E. Mena, Eviatar Yemini, Oliver Hobert, Liam Paninski

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Demixing Calcium Imaging Data in C. elegans via Deformable Non-negative Matrix Factorization.

Amin Nejatbakhsh, Erdem Varol, Eviatar Yemini, Vivek Venkatachalam, Albert Lin, Aravinthan D. T. Samuel, Oliver Hobert, Liam Paninski

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Probabilistic Joint Segmentation and Labeling of C. elegans Neurons.

Amin Nejatbakhsh, Erdem Varol, Eviatar Yemini, Oliver Hobert, Liam Paninski

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

Temporal Wasserstein non-negative matrix factorization for non-rigid motion segmentation and spatiotemporal deconvolution.

Erdem Varol, Amin Nejatbakhsh, Conor McGrory

CoRR, 2019

Wasserstein total variation filtering.

Erdem Varol, Amin Nejatbakhsh

CoRR, 2019

Robust approximate linear regression without correspondence.

Erdem Varol, Amin Nejatbakhsh

CoRR, 2019

Sinkhorn Permutation Variational Marginal Inference.

Gonzalo E. Mena, Erdem Varol, Amin Nejatbakhsh, Eviatar Yemini, Liam Paninski

Proceedings of the Symposium on Advances in Approximate Bayesian Inference, 2019