Mohammad Amin Sadeghi

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 25

Top Topics

Symbolic Regression

Object Detectors

Satellite Imagery

Top Venues

Comput. Geosci.

Publications

Ghanim Al-Sulaiti, Mohammad Amin Sadeghi, Lokendra Chauhan, Ji Lucas, Sanjay Chawla, Ahmed K. Elmagarmid
A pragmatic perspective on AI transparency at workplace. AI Ethics 4 (2) (2024)
Edin Salkovic, Mohammad Amin Sadeghi, Abdelkader Baggag, Ahmed Gamal Rashed Salem, Halima Bensmail
OutSingle: a novel method of detecting and injecting outliers in RNA-Seq count data using the optimal hard threshold for singular values. Bioinform. 39 (4) (2023)
Ali Javidani, Mohammad Amin Sadeghi, Babak Nadjar Araabi
Local-Global Self-Supervised Visual Representation Learning. CoRR (2023)
Niloo Misaghian, Mehrez Agnaou, Mohammad Amin Sadeghi, Hamed Fathiannasab, Isma Hadji, Edward Roberts, Jeff T. Gostick
Prediction of diffusional conductance in extracted pore network models using convolutional neural networks. Comput. Geosci. 162 (2022)
Mehdi Soleiman Nejad, Meysam Varasteh, Hadi Moradi, Mohammad Amin Sadeghi
Designing a Sequential Recommendation System for Heterogeneous Interactions Using Transformers. CoRR (2022)
Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
Updating Street Maps using Changes Detected in Satellite Imagery. SIGSPATIAL/GIS (2021)
Nour Makke, Mohammad Amin Sadeghi, Sanjay Chawla
Symbolic Regression for Interpretable Scientific Discovery. BDA (Astronomy, Science, and Engineering) (2021)
Songtao He, Mohammad Amin Sadeghi, Sanjay Chawla, Mohammad Alizadeh, Hari Balakrishnan, Samuel Madden
Inferring high-resolution traffic accident risk maps based on satellite imagery and GPS trajectories. ICCV (2021)
Favyen Bastani, Songtao He, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
Inferring and improving street maps with data-driven automation. Commun. ACM 64 (11) (2021)
Meysam Varasteh, Mehdi Soleiman Nejad, Hadi Moradi, Mohammad Amin Sadeghi, Ahmad Kalhor
An Improved Hybrid Recommender System: Integrating Document Context-Based and Behavior-Based Methods. CoRR (2021)
Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
Updating Street Maps using Changes Detected in Satellite Imagery. CoRR (2021)
Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohammad Amin Sadeghi
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks. AAAI (2020)
Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden, Mohammad Amin Sadeghi
Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding. CoRR (2020)
Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden, Mohammad Amin Sadeghi
Sat2Graph: Road Graph Extraction Through Graph-Tensor Encoding. ECCV (24) (2020)
Mehrez Agnaou, Mohammad Amin Sadeghi, Thomas G. Tranter, Jeff T. Gostick
Modeling transport of charged species in pore networks: Solution of the Nernst-Planck equations coupled with fluid flow and charge conservation equations. Comput. Geosci. 140 (2020)
Favyen Bastani, Songtao He, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
Inferring and Improving Street Maps with Data-Driven Automation. CoRR (2019)
Mohammad Mahdi Derakhshani, Saeed Masoudnia, Amir Hossein Shaker, Omid Mersa, Mohammad Amin Sadeghi, Mohammad Rastegari, Babak Nadjar Araabi
Assisted Excitation of Activations: A Learning Technique to Improve Object Detectors. CVPR (2019)
Saeed Masoudnia, Omid Mersa, Babak Nadjar Araabi, AbdolHossein Vahabie, Mohammad Amin Sadeghi, Majid Nili Ahmadabadi
Multi-Representational Learning for Offline Signature Verification using Multi-Loss Snapshot Ensemble of CNNs. CoRR (2019)
Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohammad Amin Sadeghi
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks. CoRR (2019)
Mohammad Mahdi Derakhshani, Saeed Masoudnia, Amir Hossein Shaker, Omid Mersa, Mohammad Amin Sadeghi, Mohammad Rastegari, Babak Nadjar Araabi
Assisted Excitation of Activations: A Learning Technique to Improve Object Detectors. CoRR (2019)
Saeed Masoudnia, Omid Mersa, Babak Nadjar Araabi, AbdolHossein Vahabie, Mohammad Amin Sadeghi, Majid Nili Ahmadabadi
Multi-representational learning for Offline Signature Verification using Multi-Loss Snapshot Ensemble of CNNs. Expert Syst. Appl. 133 (2019)
Danial Maleki, Soheila Nadalian, Mohammad Mahdi Derakhshani, Mohammad Amin Sadeghi
BlockCNN: A Deep Network for Artifact Removal and Image Compression. CVPR Workshops (2018)
Mohammad Amin Shabani, Laleh Samadfam, Mohammad Amin Sadeghi
Local Visual Microphones: Improved Sound Extraction from Silent Video. CoRR (2018)
Danial Maleki, Soheila Nadalian, Mohammad Mahdi Derakhshani, Mohammad Amin Sadeghi
BlockCNN: A Deep Network for Artifact Removal and Image Compression. CoRR (2018)
Mohammad Amin Sadeghi, Mohammad Amin Shabani, Laleh Samadfam
Local Visual Microphones: Improved Sound Extraction from Silent Video. BMVC (2017)
Vahid Balali, Mohammad Amin Sadeghi, Mani Golparvar Fard
Image-based retro-reflectivity measurement of traffic signs in day time. Adv. Eng. Informatics 29 (4) (2015)
Mohammad Amin Sadeghi, David A. Forsyth
30Hz Object Detection with DPM V5. ECCV (1) (2014)
Ali Farhadi, Mohammad Amin Sadeghi
Phrasal Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 35 (12) (2013)
Mohammad Amin Sadeghi, David A. Forsyth
Fast Template Evaluation with Vector Quantization. NIPS (2013)
Mohammad Amin Sadeghi, Ali Farhadi
Recognition using visual phrases. CVPR (2011)
Ali Farhadi, Seyyed Mohammad Mohsen Hejrati, Mohammad Amin Sadeghi, Peter Young, Cyrus Rashtchian, Julia Hockenmaier, David A. Forsyth
Every Picture Tells a Story: Generating Sentences from Images. ECCV (4) (2010)
Mohammad Amin Sadeghi, Seyyed Mohammad Mohsen Hejrati, Niloofar Gheissari
Poisson Local Color Correction for Image Stitching. VISAPP (1) (2008)