Mohammad Amin Sadeghi

39 papers A* 4A 1Journal 25Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
AutoEIS: Automated equivalent circuit modeling from electrochemical impedance spectroscopy data using statistical machine learning.
J. Open Source Softw.
Mohammad Amin Sadeghi, Runze Zhang, Jason Hattrick-Simpers
2025 J jnl
Beyond Augmentation: Leveraging Inter-Instance Relation in Self-Supervised Representation Learning.
CoRR
Ali Javidani, Babak Nadjar Araabi, Mohammad Amin Sadeghi
2025 J jnl
Beyond Augmentation: Leveraging Inter-Instance Relation in Self-Supervised Representation Learning.
IEEE Signal Process. Lett.
Ali Javidani, Babak Nadjar Araabi, Mohammad Amin Sadeghi
2025 J jnl
Patch-wise self-supervised visual representation learning: a fine-grained approach.
Signal Image Video Process.
Ali Javidani, Mohammad Amin Sadeghi, Babak Nadjar Araabi
2025 J jnl
VeriFact: Verifying Facts in LLM-Generated Clinical Text with Electronic Health Records.
CoRR
Philip Chung, Akshay Swaminathan, Alex J. Goodell, Yeasul Kim, S. Momsen Reincke, Lichy Han, Ben Deverett, Mohammad Amin Sadeghi, Abdel-Badih Ariss, Marc Ghanem, David Seong, Andrew A. Lee, Caitlin E. Coombes, Brad Bradshaw, Mahir A. Sufian, Hyo Jung Hong, Teresa P. Nguyen, Mohammad R. Rasouli, Komal Kamra, Mark A. Burbridge, James McAvoy, Roya Saffary, Stephen P. Ma, Dev Dash, James Xie, Ellen Y. Wang, Clifford A. Schmiesing, Nigam Shah, Nima Aghaeepour
2024 J jnl
A pragmatic perspective on AI transparency at workplace.
AI Ethics
Ghanim Al-Sulaiti, Mohammad Amin Sadeghi, Lokendra Chauhan, Ji Lucas, Sanjay Chawla, Ahmed K. Elmagarmid
2024 J jnl
Detecting Alzheimer's Disease Stages and Frontotemporal Dementia in Time Courses of Resting-State fMRI Data Using a Machine Learning Approach.
J. Imaging Inform. Medicine
Mohammad Amin Sadeghi, Daniel Stevens, Shinjini Kundu, Rohan Sanghera, Richard Dagher, Vivek Yedavalli, Craig K. Jones, Haris I. Sair, Licia P. Luna
2023 J jnl
Local-Global Self-Supervised Visual Representation Learning.
CoRR
Ali Javidani, Mohammad Amin Sadeghi, Babak Nadjar Araabi
2023 J jnl
OutSingle: a novel method of detecting and injecting outliers in RNA-Seq count data using the optimal hard threshold for singular values.
Bioinform.
Edin Salkovic, Mohammad Amin Sadeghi, Abdelkader Baggag, Ahmed Gamal Rashed Salem, Halima Bensmail
2022 J jnl
Designing a Sequential Recommendation System for Heterogeneous Interactions Using Transformers.
CoRR
Mehdi Soleiman Nejad, Meysam Varasteh, Hadi Moradi, Mohammad Amin Sadeghi
2022 J jnl
Prediction of diffusional conductance in extracted pore network models using convolutional neural networks.
Comput. Geosci.
Niloo Misaghian, Mehrez Agnaou, Mohammad Amin Sadeghi, Hamed Fathiannasab, Isma Hadji, Edward Roberts, Jeff T. Gostick
2021 J jnl
An Improved Hybrid Recommender System: Integrating Document Context-Based and Behavior-Based Methods.
CoRR
Meysam Varasteh, Mehdi Soleiman Nejad, Hadi Moradi, Mohammad Amin Sadeghi, Ahmad Kalhor
2021 J jnl
Inferring and improving street maps with data-driven automation.
Commun. ACM
Favyen Bastani, Songtao He, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
2021 A* conf
Inferring high-resolution traffic accident risk maps based on satellite imagery and GPS trajectories.
ICCV
Songtao He, Mohammad Amin Sadeghi, Sanjay Chawla, Mohammad Alizadeh, Hari Balakrishnan, Samuel Madden
2021 — conf
Symbolic Regression for Interpretable Scientific Discovery.
BDA (Astronomy, Science, and Engineering)
Nour Makke, Mohammad Amin Sadeghi, Sanjay Chawla
2021 — conf
Updating Street Maps using Changes Detected in Satellite Imagery.
SIGSPATIAL/GIS
Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
2021 J jnl
Updating Street Maps using Changes Detected in Satellite Imagery.
CoRR
Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
2020 J jnl
Modeling transport of charged species in pore networks: Solution of the Nernst-Planck equations coupled with fluid flow and charge conservation equations.
Comput. Geosci.
Mehrez Agnaou, Mohammad Amin Sadeghi, Thomas G. Tranter, Jeff T. Gostick
2020 A* conf
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks.
AAAI
Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohammad Amin Sadeghi
2020 — conf
Sat2Graph: Road Graph Extraction Through Graph-Tensor Encoding.
ECCV (24)
Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden, Mohammad Amin Sadeghi
2020 J jnl
Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding.
CoRR
Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden, Mohammad Amin Sadeghi
2019 A* conf
Assisted Excitation of Activations: A Learning Technique to Improve Object Detectors.
CVPR
Mohammad Mahdi Derakhshani, Saeed Masoudnia, Amir Hossein Shaker, Omid Mersa, Mohammad Amin Sadeghi, Mohammad Rastegari, Babak Nadjar Araabi
2019 J jnl
Assisted Excitation of Activations: A Learning Technique to Improve Object Detectors.
CoRR
Mohammad Mahdi Derakhshani, Saeed Masoudnia, Amir Hossein Shaker, Omid Mersa, Mohammad Amin Sadeghi, Mohammad Rastegari, Babak Nadjar Araabi
2019 J jnl
Inferring and Improving Street Maps with Data-Driven Automation.
CoRR
Favyen Bastani, Songtao He, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
2019 J jnl
Multi-Representational Learning for Offline Signature Verification using Multi-Loss Snapshot Ensemble of CNNs.
CoRR
Saeed Masoudnia, Omid Mersa, Babak Nadjar Araabi, AbdolHossein Vahabie, Mohammad Amin Sadeghi, Majid Nili Ahmadabadi
2019 J jnl
Multi-representational learning for Offline Signature Verification using Multi-Loss Snapshot Ensemble of CNNs.
Expert Syst. Appl.
Saeed Masoudnia, Omid Mersa, Babak Nadjar Araabi, AbdolHossein Vahabie, Mohammad Amin Sadeghi, Majid Nili Ahmadabadi
2019 J jnl
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks.
CoRR
Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohammad Amin Sadeghi
2018 — conf
BlockCNN: A Deep Network for Artifact Removal and Image Compression.
CVPR Workshops
Danial Maleki, Soheila Nadalian, Mohammad Mahdi Derakhshani, Mohammad Amin Sadeghi
2018 J jnl
BlockCNN: A Deep Network for Artifact Removal and Image Compression.
CoRR
Danial Maleki, Soheila Nadalian, Mohammad Mahdi Derakhshani, Mohammad Amin Sadeghi
2018 J jnl
Local Visual Microphones: Improved Sound Extraction from Silent Video.
CoRR
Mohammad Amin Shabani, Laleh Samadfam, Mohammad Amin Sadeghi
2017 A conf
Local Visual Microphones: Improved Sound Extraction from Silent Video.
BMVC
Mohammad Amin Sadeghi, Mohammad Amin Shabani, Laleh Samadfam
2015 — —
Fast object detection
Mohammad Amin Sadeghi
2015 J jnl
Image-based retro-reflectivity measurement of traffic signs in day time.
Adv. Eng. Informatics
Vahid Balali, Mohammad Amin Sadeghi, Mani Golparvar Fard
2014 — conf
30Hz Object Detection with DPM V5.
ECCV (1)
Mohammad Amin Sadeghi, David A. Forsyth
2013 — conf
Fast Template Evaluation with Vector Quantization.
NIPS
Mohammad Amin Sadeghi, David A. Forsyth
2013 J jnl
Phrasal Recognition.
IEEE Trans. Pattern Anal. Mach. Intell.
Ali Farhadi, Mohammad Amin Sadeghi
2011 A* conf
Recognition using visual phrases.
CVPR
Mohammad Amin Sadeghi, Ali Farhadi
2010 — conf
Every Picture Tells a Story: Generating Sentences from Images.
ECCV (4)
Ali Farhadi, Seyyed Mohammad Mohsen Hejrati, Mohammad Amin Sadeghi, Peter Young, Cyrus Rashtchian, Julia Hockenmaier, David A. Forsyth
2008 — conf
Poisson Local Color Correction for Image Stitching.
VISAPP (1)
Mohammad Amin Sadeghi, Seyyed Mohammad Mohsen Hejrati, Niloofar Gheissari