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Mohammad Amin Sadeghi
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Books and Theses
- 2015
- [b1]Mohammad Amin Sadeghi:
Fast object detection. University of Illinois Urbana-Champaign, USA, 2015
Journal Articles
- 2024
- [j8]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): 189-200 (2024) - 2023
- [j7]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) - 2022
- [j6]Niloo Misaghian, Mehrez Agnaou, Mohammad Amin Sadeghi, Hamed Fathiannasab
Prediction of diffusional conductance in extracted pore network models using convolutional neural networks. Comput. Geosci. 162: 105086 (2022) - 2021
- [j5]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): 109-117 (2021) - 2020
- [j4]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: 104505 (2020) - 2019
- [j3]Saeed Masoudnia
Multi-representational learning for Offline Signature Verification using Multi-Loss Snapshot Ensemble of CNNs. Expert Syst. Appl. 133: 317-330 (2019) - 2015
- [j2]Vahid Balali, Mohammad Amin Sadeghi, Mani Golparvar Fard:
Image-based retro-reflectivity measurement of traffic signs in day time. Adv. Eng. Informatics 29(4): 1028-1040 (2015) - 2013
- [j1]Ali Farhadi, Mohammad Amin Sadeghi:
Phrasal Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 35(12): 2854-2865 (2013)
Conference and Workshop Papers
- 2021
- [c13]Nour Makke, Mohammad Amin Sadeghi, Sanjay Chawla:
Symbolic Regression for Interpretable Scientific Discovery. BDA (Astronomy, Science, and Engineering) 2021: 26-40 - [c12]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: 53-56 - [c11]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: 11957-11965 - 2020
- [c10]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: 10965-10972 - [c9]Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden
Sat2Graph: Road Graph Extraction Through Graph-Tensor Encoding. ECCV (24) 2020: 51-67 - 2019
- [c8]Mohammad Mahdi Derakhshani, Saeed Masoudnia, Amir Hossein Shaker, Omid Mersa
Assisted Excitation of Activations: A Learning Technique to Improve Object Detectors. CVPR 2019: 9201-9210 - 2018
- [c7]Danial Maleki, Soheila Nadalian, Mohammad Mahdi Derakhshani, Mohammad Amin Sadeghi:
BlockCNN: A Deep Network for Artifact Removal and Image Compression. CVPR Workshops 2018: 2555-2558 - 2017
- [c6]Mohammad Amin Sadeghi, Mohammad Amin Shabani, Laleh Samadfam:
Local Visual Microphones: Improved Sound Extraction from Silent Video. BMVC 2017 - 2014
- [c5]Mohammad Amin Sadeghi, David A. Forsyth:
30Hz Object Detection with DPM V5. ECCV (1) 2014: 65-79 - 2013
- [c4]Mohammad Amin Sadeghi, David A. Forsyth:
Fast Template Evaluation with Vector Quantization. NIPS 2013: 2949-2957 - 2011
- [c3]Mohammad Amin Sadeghi, Ali Farhadi:
Recognition using visual phrases. CVPR 2011: 1745-1752 - 2010
- [c2]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: 15-29 - 2008
- [c1]Mohammad Amin Sadeghi, Seyyed Mohammad Mohsen Hejrati, Niloofar Gheissari:
Poisson Local Color Correction for Image Stitching. VISAPP (1) 2008: 275-282
Informal and Other Publications
- 2023
- [i11]Ali Javidani, Mohammad Amin Sadeghi, Babak Nadjar Araabi:
Local-Global Self-Supervised Visual Representation Learning. CoRR abs/2310.18651 (2023) - 2022
- [i10]Mehdi Soleiman Nejad, Meysam Varasteh, Hadi Moradi, Mohammad Amin Sadeghi:
Designing a Sequential Recommendation System for Heterogeneous Interactions Using Transformers. CoRR abs/2205.00265 (2022) - 2021
- [i9]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 abs/2109.05516 (2021) - [i8]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 abs/2110.06456 (2021) - 2020
- [i7]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 abs/2007.09547 (2020) - 2019
- [i6]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 abs/1903.06536 (2019) - [i5]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 abs/1906.05388 (2019) - [i4]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 abs/1910.04869 (2019) - [i3]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 abs/1912.12408 (2019) - 2018
- [i2]Mohammad Amin Shabani, Laleh Samadfam, Mohammad Amin Sadeghi:
Local Visual Microphones: Improved Sound Extraction from Silent Video. CoRR abs/1801.09436 (2018) - [i1]Danial Maleki, Soheila Nadalian, Mohammad Mahdi Derakhshani, Mohammad Amin Sadeghi:
BlockCNN: A Deep Network for Artifact Removal and Image Compression. CoRR abs/1805.11091 (2018)
Coauthor Index
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