Mohammad Amin Sadeghi

According to our database, Mohammad Amin Sadeghi authored at least 25 papers between 2008 and 2024.

Collaborative distances:

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

2024

A pragmatic perspective on AI transparency at workplace.

Ghanim Al-Sulaiti, Mohammad Amin Sadeghi, Lokendra Chauhan, Ji Lucas, Sanjay Chawla, Ahmed K. Elmagarmid

AI Ethics, May, 2024

2023

OutSingle: a novel method of detecting and injecting outliers in RNA-Seq count data using the optimal hard threshold for singular values.

Edin Salkovic, Mohammad Amin Sadeghi, Abdelkader Baggag, Ahmed Gamal Rashed Salem, Halima Bensmail

Bioinform., April, 2023

Local-Global Self-Supervised Visual Representation Learning.

Ali Javidani, Mohammad Amin Sadeghi, Babak Nadjar Araabi

CoRR, 2023

2022

Prediction of diffusional conductance in extracted pore network models using convolutional neural networks.

Niloo Misaghian, Mehrez Agnaou, Mohammad Amin Sadeghi, Hamed Fathiannasab, Isma Hadji, Edward Roberts, Jeff T. Gostick

Comput. Geosci., 2022

Designing a Sequential Recommendation System for Heterogeneous Interactions Using Transformers.

Mehdi Soleiman Nejad, Meysam Varasteh, Hadi Moradi, Mohammad Amin Sadeghi

CoRR, 2022

2021

An Improved Hybrid Recommender System: Integrating Document Context-Based and Behavior-Based Methods.

Meysam Varasteh, Mehdi Soleiman Nejad, Hadi Moradi, Mohammad Amin Sadeghi, Ahmad Kalhor

CoRR, 2021

Inferring and improving street maps with data-driven automation.

Favyen Bastani, Songtao He, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi

Commun. ACM, 2021

Inferring high-resolution traffic accident risk maps based on satellite imagery and GPS trajectories.

Songtao He, Mohammad Amin Sadeghi, Sanjay Chawla, Mohammad Alizadeh, Hari Balakrishnan, Samuel Madden

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Updating Street Maps using Changes Detected in Satellite Imagery.

Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

Symbolic Regression for Interpretable Scientific Discovery.

Nour Makke, Mohammad Amin Sadeghi, Sanjay Chawla

Proceedings of the Big-Data-Analytics in Astronomy, Science, and Engineering, 2021

2020

Modeling transport of charged species in pore networks: Solution of the Nernst-Planck equations coupled with fluid flow and charge conservation equations.

Mehrez Agnaou, Mohammad Amin Sadeghi, Thomas G. Tranter, Jeff T. Gostick

Comput. Geosci., 2020

Sat2Graph: Road Graph Extraction Through Graph-Tensor Encoding.

Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden, Mohammad Amin Sadeghi

Proceedings of the Computer Vision - ECCV 2020, 2020

RoadTagger: Robust Road Attribute Inference with Graph Neural Networks.

Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohammad Amin Sadeghi

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Multi-representational learning for Offline Signature Verification using Multi-Loss Snapshot Ensemble of CNNs.

Saeed Masoudnia, Omid Mersa, Babak Nadjar Araabi, AbdolHossein Vahabie, Mohammad Amin Sadeghi, Majid Nili Ahmadabadi

Expert Syst. Appl., 2019

Assisted Excitation of Activations: A Learning Technique to Improve Object Detectors.

Mohammad Mahdi Derakhshani, Saeed Masoudnia, Amir Hossein Shaker, Omid Mersa, Mohammad Amin Sadeghi, Mohammad Rastegari, Babak Nadjar Araabi

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

BlockCNN: A Deep Network for Artifact Removal and Image Compression.

Danial Maleki, Soheila Nadalian, Mohammad Mahdi Derakhshani, Mohammad Amin Sadeghi

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017

Local Visual Microphones: Improved Sound Extraction from Silent Video.

Mohammad Amin Sadeghi, Mohammad Amin Shabani, Laleh Samadfam

Proceedings of the British Machine Vision Conference 2017, 2017

2015

Fast object detection

Mohammad Amin Sadeghi

PhD thesis, 2015

Image-based retro-reflectivity measurement of traffic signs in day time.

Vahid Balali, Mohammad Amin Sadeghi, Mani Golparvar Fard

Adv. Eng. Informatics, 2015

2014

30Hz Object Detection with DPM V5.

Mohammad Amin Sadeghi, David A. Forsyth

Proceedings of the Computer Vision - ECCV 2014, 2014

2013

Phrasal Recognition.

Ali Farhadi, Mohammad Amin Sadeghi

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Fast Template Evaluation with Vector Quantization.

Mohammad Amin Sadeghi, David A. Forsyth

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

2011

Recognition using visual phrases.

Mohammad Amin Sadeghi, Ali Farhadi

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Every Picture Tells a Story: Generating Sentences from Images.

Ali Farhadi, Seyyed Mohammad Mohsen Hejrati, Mohammad Amin Sadeghi, Peter Young, Cyrus Rashtchian, Julia Hockenmaier, David A. Forsyth

Proceedings of the Computer Vision, 2010

2008

Poisson Local Color Correction for Image Stitching.

Mohammad Amin Sadeghi, Seyyed Mohammad Mohsen Hejrati, Niloofar Gheissari

Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008