Mohammad Sabokrou

100 papers A* 8A 1B 2C 1Misc 3Journal 76Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Explainability of vision transformers: a comprehensive review and new perspectives. Multim. Tools Appl. Rojina Kashefi, Leili Barekatain, Mohammad Sabokrou, Fatemeh Aghaeipoor
2026	J	`jnl`	Exploiting Layer-Specific Vulnerabilities to Backdoor Attack in Federated Learning. CoRR Mohammad Hadi Foroughi, Seyed Hamed Rastegar, Mohammad Sabokrou, Ahmad Khonsari
2026	J	`jnl`	TIPS Over Tricks: Simple Prompts for Effective Zero-shot Anomaly Detection. CoRR Alireza Salehi, Ehsan Karami, Sepehr Noey, Sahand Noey, Makoto Yamada, Reshad Hosseini, Mohammad Sabokrou
2025	J	`jnl`	A Contrastive Teacher-Student Framework for Novelty Detection under Style Shifts. CoRR Hossein Mirzaei, Mojtaba Nafez, Moein Madadi, Arad Maleki, Mahdi Hajialilue, Zeinab Sadat Taghavi, Sepehr Rezaee, Ali Ansari, Bahar Dibaei Nia, Kian Shamsaie, Mohammadreza Salehi, Mackenzie W. Mathis, Mahdieh Soleymani Baghshah, Mohammad Sabokrou, Mohammad Hossein Rohban
2025	J	`jnl`	A unified concept-based system for local, global, and misclassification explanations. Neurocomputing Fatemeh Aghaeipoor, Dorsa Asgarian, Mohammad Sabokrou
2025	J	`jnl`	APML: Adaptive Probabilistic Matching Loss for Robust 3D Point Cloud Reconstruction. CoRR Sasan Sharifipour, Constantino Álvarez Casado, Mohammad Sabokrou, Miguel Bordallo López
2025	A*	`conf`	Adversarially Robust Anomaly Detection through Spurious Negative Pair Mitigation. ICLR Hossein Mirzaei, Mojtaba Nafez, Jafar Habibi, Mohammad Sabokrou, Mohammad Hossein Rohban
2025	J	`jnl`	Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detections. CoRR Alireza Salehi, Mohammadreza Salehi, Reshad Hosseini, Cees G. M. Snoek, Makoto Yamada, Mohammad Sabokrou
2025	J	`jnl`	FrameShield: Adversarially Robust Video Anomaly Detection. CoRR Mojtaba Nafez, Mobina Poulaei, Nikan Vasei, Bardia Soltani Moakhar, Mohammad Sabokrou, Mohammad H. Rohban
2025	J	`jnl`	Killing it with Zero-Shot: Adversarially Robust Novelty Detection. CoRR Hossein Mirzaei, Mohammad Jafari, Hamid Reza Dehbashi, Zeinab Sadat Taghavi, Mohammad Sabokrou, Mohammad Hossein Rohban
2025	J	`jnl`	Mitigating Spurious Negative Pairs for Robust Industrial Anomaly Detection. CoRR Hossein Mirzaei, Mojtaba Nafez, Jafar Habibi, Mohammad Sabokrou, Mohammad Hossein Rohban
2025	J	`jnl`	PhiNet v2: A Mask-Free Brain-Inspired Vision Foundation Model from Video. CoRR Makoto Yamada, Kian Ming A. Chai, Ayoub Rhim, Satoki Ishikawa, Mohammad Sabokrou, Yao-Hung Hubert Tsai
2025	J	`jnl`	Scanning Trojaned Models Using Out-of-Distribution Samples. CoRR Hossein Mirzaei, Ali Ansari, Bahar Dibaei Nia, Mojtaba Nafez, Moein Madadi, Sepehr Rezaee, Zeinab Sadat Taghavi, Arad Maleki, Kian Shamsaie, Mahdi Hajialilue, Jafar Habibi, Mohammad Sabokrou, Mohammad Hossein Rohban
2024	J	`jnl`	A survey on recent advances in Sign Language Production. Expert Syst. Appl. Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Vassilis Athitsos, Mohammad Sabokrou
2024	A*	`conf`	Adversarial Backdoor Attack by Naturalistic Data Poisoning on Trajectory Prediction in Autonomous Driving. CVPR Mozhgan Pourkeshavarz, Mohammad Sabokrou, Amir Rasouli
2024	J	`jnl`	Continual Learning: Less Forgetting, More OOD Generalization via Adaptive Contrastive Replay. CoRR Hossein Rezaei, Mohammad Sabokrou
2024	J	`jnl`	Diverse hand gesture recognition dataset. Multim. Tools Appl. Zahra Mohammadi, Alireza Akhavanpour, Razieh Rastgoo, Mohammad Sabokrou
2024	J	`jnl`	Enhancing Anomaly Detection Generalization through Knowledge Exposure: The Dual Effects of Augmentation. CoRR Mohammad Akhavan Anvari, Rojina Kashefi, Vahid Reza Khazaie, Mohammad Khalooei, Mohammad Sabokrou
2024	Misc	`conf`	Killing It With Zero-Shot: Adversarially Robust Novelty Detection. ICASSP Hossein Mirzaei, Mohammad Jafari, Hamid Reza Dehbashi, Zeinab Sadat Taghavi, Mohammad Sabokrou, Mohammad Hossein Rohban
2024	J	`jnl`	Leveraging Graph-RAG and Prompt Engineering to Enhance LLM-Based Automated Requirement Traceability and Compliance Checks. CoRR Arsalan Masoudifard, Mohammad Mowlavi Sorond, Moein Madadi, Mohammad Sabokrou, Elahe Habibi
2024	J	`jnl`	Multi-modal zero-shot dynamic hand gesture recognition. Expert Syst. Appl. Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Mohammad Sabokrou
2024	J	`jnl`	Projan: A probabilistic trojan attack on deep neural networks. Knowl. Based Syst. Mehrin Saremi, Mohammad Khalooei, Razieh Rastgoo, Mohammad Sabokrou
2024	J	`jnl`	STARNet: spatio-temporal aware recurrent network for efficient video object detection on embedded devices. Mach. Vis. Appl. Mohammad Hajizadeh, Mohammad Sabokrou, Adel Rahmani
2024	A*	`conf`	Scanning Trojaned Models Using Out-of-Distribution Samples. NeurIPS Hossein Mirzaei, Ali Ansari, Bahar Dibaei Nia, Mojtaba Nafez, Moein Madadi, Sepehr Rezaee, Zeinab Taghavi, Arad Maleki, Kian Shamsaie, Mahdi Hajialilue, Jafar Habibi, Mohammad Sabokrou, Mohammad Hossein Rohban
2024	J	`jnl`	Stealthy Backdoor Attack via Confidence-driven Sampling. Trans. Mach. Learn. Res. Pengfei He, Yue Xing, Han Xu, Jie Ren, Yingqian Cui, Shenglai Zeng, Jiliang Tang, Makoto Yamada, Mohammad Sabokrou
2024	A*	`conf`	Universal Novelty Detection Through Adaptive Contrastive Learning. CVPR Hossein Mirzaei, Mojtaba Nafez, Mohammad Jafari, Mohammad Bagher Soltani, Mohammad Azizmalayeri, Jafar Habibi, Mohammad Sabokrou, Mohammad Hossein Rohban
2024	J	`jnl`	Universal Novelty Detection Through Adaptive Contrastive Learning. CoRR Hossein Mirzaei, Mojtaba Nafez, Mohammad Jafari, Mohammad Bagher Soltani, Mohammad Azizmalayeri, Jafar Habibi, Mohammad Sabokrou, Mohammad Hossein Rohban
2023	J	`jnl`	Class-Adaptive Sampling Policy for Efficient Continual Learning. CoRR Hossein Rezaei, Mohammad Sabokrou
2023	J	`jnl`	Confidence-driven Sampling for Backdoor Attacks. CoRR Pengfei He, Han Xu, Yue Xing, Jie Ren, Yingqian Cui, Shenglai Zeng, Jiliang Tang, Makoto Yamada, Mohammad Sabokrou
2023	J	`jnl`	Expanding Explainability Horizons: A Unified Concept-Based System for Local, Global, and Misclassification Explanations. CoRR Fatemeh Aghaeipoor, Dorsa Asgarian, Mohammad Sabokrou
2023	J	`jnl`	Explainability of Vision Transformers: A Comprehensive Review and New Perspectives. CoRR Rojina Kashefi, Leili Barekatain, Mohammad Sabokrou, Fatemeh Aghaeipoor
2023	A*	`conf`	Fake It Until You Make It : Towards Accurate Near-Distribution Novelty Detection. ICLR Hossein Mirzaei, Mohammadreza Salehi, Sajjad Shahabi, Efstratios Gavves, Cees G. M. Snoek, Mohammad Sabokrou, Mohammad Hossein Rohban
2023	J	`jnl`	Fuzzy Rule-Based Explainer Systems for Deep Neural Networks: From Local Explainability to Global Understanding. IEEE Trans. Fuzzy Syst. Fatemeh Aghaeipoor, Mohammad Sabokrou, Alberto Fernández
2023	J	`jnl`	Generative Adversarial Networks for Anomaly Detection in Biomedical Imaging: A Study on Seven Medical Image Datasets. IEEE Access Marzieh Esmaeili, Amirhosein Toosi, Arash Roshanpoor, Vahid Changizi, Marjan Ghazisaeedi, Arman Rahmim, Mohammad Sabokrou
2023	J	`jnl`	Global-Local Processing in Convolutional Neural Networks. CoRR Zahra Rezvani, Soroor Shekarizeh, Mohammad Sabokrou
2023	J	`jnl`	IMPOSITION: Implicit Backdoor Attack through Scenario Injection. CoRR Mozhgan Pourkeshavarz, Mohammad Sabokrou, Amir Rasouli
2023	C	`conf`	Mitigating Bias: Enhancing Image Classification by Improving Model Explanations. ACML Raha Ahmadi, Mohammad Javad Rajabi, Mohammad Khalooei, Mohammad Sabokrou
2023	J	`jnl`	Mitigating Bias: Enhancing Image Classification by Improving Model Explanations. CoRR Raha Ahmadi, Mohammad Javad Rajabi, Mohammad Khalooei, Mohammad Sabokrou
2023	J	`jnl`	MobileDenseNet: A new approach to object detection on mobile devices. Expert Syst. Appl. Mohammad Hajizadeh, Mohammad Sabokrou, Adel Rahmani
2023	J	`jnl`	Quantifying Overfitting: Evaluating Neural Network Performance through Analysis of Null Space. CoRR Hossein Rezaei, Mohammad Sabokrou
2023	J	`jnl`	Revealing Model Biases: Assessing Deep Neural Networks via Recovered Sample Analysis. CoRR Mohammad Mahdi Mehmanchi, Mahbod Nouri, Mohammad Sabokrou
2022	J	`jnl`	A Unified Survey on Anomaly, Novelty, Open-Set, and Out of-Distribution Detection: Solutions and Future Challenges. Trans. Mach. Learn. Res. Mohammadreza Salehi, Hossein Mirzaei, Dan Hendrycks, Yixuan Li, Mohammad Hossein Rohban, Mohammad Sabokrou
2022	J	`jnl`	All You Need In Sign Language Production. CoRR Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Vassilis Athitsos, Mohammad Sabokrou
2022	J	`jnl`	Are Out-of-Distribution Detection Methods Reliable? CoRR Vahid Reza Khazaie, Anthony Wong, Mohammad Sabokrou
2022	B	`conf`	Deep-Disaster: Unsupervised Disaster Detection and Localization Using Visual Data. ICPR Soroor Shekarizadeh, Razieh Rastgoo, Saif Al-Kuwari, Mohammad Sabokrou
2022	J	`jnl`	Deep-Disaster: Unsupervised Disaster Detection and Localization Using Visual Data. CoRR Soroor Shekarizadeh, Razieh Rastgoo, Saif Al-Kuwari, Mohammad Sabokrou
2022	J	`jnl`	Fake It Till You Make It: Near-Distribution Novelty Detection by Score-Based Generative Models. CoRR Hossein Mirzaei, Mohammadreza Salehi, Sajjad Shahabi, Efstratios Gavves, Cees G. M. Snoek, Mohammad Sabokrou, Mohammad Hossein Rohban
2022	Misc	`conf`	Imaging Time Series for Deep Embedded Clustering: a Cryptocurrency Regime Detection Use Case. CSICC Amin Najafgholizadeh, Arman Nasirkhani, Hamid Reza Mazandarani, Hamid Reza Soltanalizadeh, Mohammad Sabokrou
2022	A*	`conf`	Looking Back on Learned Experiences For Class/task Incremental Learning. ICLR Mozhgan Pourkeshavarz, Guoying Zhao, Mohammad Sabokrou
2022	J	`jnl`	MobileDenseNet: A new approach to object detection on mobile devices. CoRR Mohammad Hajizadeh Saffar, Mohammad Sabokrou, Adel Rahmani
2021	J	`jnl`	A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges. CoRR Mohammadreza Salehi, Hossein Mirzaei, Dan Hendrycks, Yixuan Li, Mohammad Hossein Rohban, Mohammad Sabokrou
2021	J	`jnl`	ClaRe: Practical Class Incremental Learning By Remembering Previous Class Representations. CoRR Bahram Mohammadi, Mohammad Sabokrou
2021	J	`jnl`	Deep End-to-End One-Class Classifier. IEEE Trans. Neural Networks Learn. Syst. Mohammad Sabokrou, Mahmood Fathy, Guoying Zhao, Ehsan Adeli
2021	J	`jnl`	Deep-HR: Fast heart rate estimation from face video under realistic conditions. Expert Syst. Appl. Mohammad Sabokrou, Masoud PourReza, Xiaobai Li, Mahmood Fathy, Guoying Zhao
2021	A	`conf`	G2D: Generate to Detect Anomaly. WACV Masoud PourReza, Bahram Mohammadi, Mostafa Khaki, Samir Bouindour, Hichem Snoussi, Mohammad Sabokrou
2021	J	`jnl`	Image/Video Deep Anomaly Detection: A Survey. CoRR Bahram Mohammadi, Mahmood Fathy, Mohammad Sabokrou
2021	J	`jnl`	Improving the learning of self-driving vehicles based on real driving behavior using deep neural network techniques. J. Supercomput. Nayereh Zaghari, Mahmood Fathy, Seyed Mahdi Jameii, Mohammad Sabokrou, Mohammad Shahverdy
2021	—	`conf`	Low-Voltage Energy Efficient Neural Inference by Leveraging Fault Detection Techniques. NorCAS Mehdi Safarpour, Tommy Z. Deng, John Massingham, Lei Xun, Mohammad Sabokrou, Olli Silvén
2021	J	`jnl`	Multi-Modal Zero-Shot Sign Language Recognition. CoRR Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Mohammad Sabokrou
2021	—	`conf`	Sign Language Production: A Review. CVPR Workshops Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Mohammad Sabokrou
2021	J	`jnl`	Sign Language Production: A Review. CoRR Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Mohammad Sabokrou
2021	J	`jnl`	ZS-IL: Looking Back on Learned Experiences For Zero-Shot Incremental Learning. CoRR Mozhgan Pourkeshavarz, Mohammad Sabokrou
2020	J	`jnl`	Cluster-Based Partitioning of Convolutional Neural Networks, A Solution for Computational Energy and Complexity Reduction. CoRR Ali Mirzaeian, Masoud PourReza, Mohammad Sabokrou, Ashkan Vakil, Tinoosh Mohsenin, Houman Homayoun, Avesta Sasan
2020	—	`conf`	Code-Bridged Classifier (CBC): A Low or Negative Overhead Defense for Making a CNN Classifier Robust Against Adversarial Attacks. ISQED Farnaz Behnia, Ali Mirzaeian, Mohammad Sabokrou, Sai Manoj P. D., Tinoosh Mohsenin, Khaled N. Khasawneh, Liang Zhao, Houman Homayoun, Avesta Sasan
2020	J	`jnl`	Code-Bridged Classifier (CBC): A Low or Negative Overhead Defense for Making a CNN Classifier Robust Against Adversarial Attacks. CoRR Farnaz Behnia, Ali Mirzaeian, Mohammad Sabokrou, Sai Manoj P. D., Tinoosh Mohsenin, Khaled N. Khasawneh, Liang Zhao, Houman Homayoun, Avesta Sasan
2020	J	`jnl`	Deep-HR: Fast Heart Rate Estimation from Face Video Under Realistic Conditions. CoRR Mohammad Sabokrou, Masoud PourReza, Xiaobai Li, Mahmood Fathy, Guoying Zhao
2020	J	`jnl`	Driver behavior detection and classification using deep convolutional neural networks. Expert Syst. Appl. Mohammad Shahverdy, Mahmood Fathy, Reza Berangi, Mohammad Sabokrou
2020	J	`jnl`	G2D: Generate to Detect Anomaly. CoRR Masoud PourReza, Bahram Mohammadi, Mostafa Khaki, Samir Bouindour, Hichem Snoussi, Mohammad Sabokrou
2020	J	`jnl`	Learning Diverse Latent Representations for Improving the Resilience to Adversarial Attacks. CoRR Ali Mirzaeian, Mohammad Sabokrou, Mohammad Khalooei, Jana Kosecka, Houman Homayoun, Tinoosh Mohsenin, Avesta Sasan
2020	J	`jnl`	Robustification of Segmentation Models Against Adversarial Perturbations In Medical Imaging. CoRR Hanwool Park, Amirhossein Bayat, Mohammad Sabokrou, Jan S. Kirschke, Bjoern H. Menze
2020	—	`conf`	Robustification of Segmentation Models Against Adversarial Perturbations in Medical Imaging. PRIME@MICCAI Hanwool Park, Amirhossein Bayat, Mohammad Sabokrou, Jan S. Kirschke, Bjoern H. Menze
2020	J	`jnl`	Vision-based human activity recognition: a survey. Multim. Tools Appl. Djamila Romaissa Beddiar, Brahim Nini, Mohammad Sabokrou, Abdenour Hadid
2019	J	`jnl`	AVD: Adversarial Video Distillation. CoRR Mohammad Tavakolian, Mohammad Sabokrou, Abdenour Hadid
2019	J	`jnl`	AutoIDS: Auto-encoder Based Method for Intrusion Detection System. CoRR Mohammed Gharib, Bahram Mohammadi, Shadi Hejareh Dastgerdi, Mohammad Sabokrou
2019	B	`conf`	End-to-End Adversarial Learning for Intrusion Detection in Computer Networks. LCN Bahram Mohammadi, Mohammad Sabokrou
2019	J	`jnl`	End-to-End Adversarial Learning for Intrusion Detection in Computer Networks. CoRR Bahram Mohammadi, Mohammad Sabokrou
2019	—	`conf`	Generative Adversarial Irregularity Detection in Mammography Images. PRIME@MICCAI Milad Ahmadi, Mohammad Sabokrou, Mahmood Fathy, Reza Berangi, Ehsan Adeli
2019	A*	`conf`	Self-Supervised Representation Learning via Neighborhood-Relational Encoding. ICCV Mohammad Sabokrou, Mohammad Khalooei, Ehsan Adeli
2019	J	`jnl`	Self-Supervised Representation Learning via Neighborhood-Relational Encoding. CoRR Mohammad Sabokrou, Mohammad Khalooei, Ehsan Adeli
2019	Misc	`conf`	Unsupervised Feature Ranking and Selection Based on Autoencoders. ICASSP Sasan Sharifipour, Hossein Fayyazi, Mohammad Sabokrou, Ehsan Adeli
2018	—	`conf`	AVID: Adversarial Visual Irregularity Detection. ACCV (6) Mohammad Sabokrou, Masoud PourReza, Mohsen Fayyaz, Rahim Entezari, Mahmood Fathy, Jürgen Gall, Ehsan Adeli
2018	J	`jnl`	AVID: Adversarial Visual Irregularity Detection. CoRR Mohammad Sabokrou, Masoud PourReza, Mohsen Fayyaz, Rahim Entezari, Mahmood Fathy, Jürgen Gall, Ehsan Adeli
2018	A*	`conf`	Adversarially Learned One-Class Classifier for Novelty Detection. CVPR Mohammad Sabokrou, Mohammad Khalooei, Mahmood Fathy, Ehsan Adeli
2018	J	`jnl`	Adversarially Learned One-Class Classifier for Novelty Detection. CoRR Mohammad Sabokrou, Mohammad Khalooei, Mahmood Fathy, Ehsan Adeli
2018	J	`jnl`	Deep-anomaly: Fully convolutional neural network for fast anomaly detection in crowded scenes. Comput. Vis. Image Underst. Mohammad Sabokrou, Mohsen Fayyaz, Mahmood Fathy, Zahra Moayed, Reinhard Klette
2018	J	`jnl`	Online Signature Verification using Deep Representation: A new Descriptor. CoRR Mohammad Hajizadeh Saffar, Mohsen Fayyaz, Mohammad Sabokrou, Mahmood Fathy
2018	J	`jnl`	Semantic Video Segmentation: A Review on Recent Approaches. CoRR Mohammad Hajizadeh Saffar, Mohsen Fayyaz, Mohammad Sabokrou, Mahmood Fathy
2018	—	`conf`	Sub-word based Persian OCR Using Auto-Encoder Features and Cascade Classifier. IST Masoud PourReza, Reza Derakhshan, Hossein Fayyazi, Mohammad Sabokrou
2018	J	`jnl`	Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet. CoRR Seyyed Hossein HasanPour, Mohammad Rouhani, Mohsen Fayyaz, Mohammad Sabokrou, Ehsan Adeli
2017	J	`jnl`	Deep-Cascade: Cascading 3D Deep Neural Networks for Fast Anomaly Detection and Localization in Crowded Scenes. IEEE Trans. Image Process. Mohammad Sabokrou, Mohsen Fayyaz, Mahmood Fathy, Reinhard Klette
2017	J	`jnl`	Fast and accurate detection and localization of abnormal behavior in crowded scenes. Mach. Vis. Appl. Mohammad Sabokrou, Mahmood Fathy, Zahra Moayed, Reinhard Klette
2016	J	`jnl`	An Evolvable Fuzzy Logic System for handoff management in heterogeneous Wireless Networks. CoRR Hossein Fayyazi, Mohammad Sabokrou
2016	J	`jnl`	Fully Convolutional Neural Network for Fast Anomaly Detection in Crowded Scenes. CoRR Mohammad Sabokrou, Mohsen Fayyaz, Mahmood Fathy, Reinhard Klette
2016	J	`jnl`	Lets keep it simple, Using simple architectures to outperform deeper and more complex architectures. CoRR Seyyed Hossein HasanPour, Mohammad Rouhani, Mohsen Fayyaz, Mohammad Sabokrou
2016	J	`jnl`	STFCN: Spatio-Temporal FCN for Semantic Video Segmentation. CoRR Mohsen Fayyaz, Mohammad Hajizadeh Saffar, Mohammad Sabokrou, Mahmood Fathy, Reinhard Klette
2016	—	`conf`	STFCN: Spatio-Temporal Fully Convolutional Neural Network for Semantic Segmentation of Street Scenes. ACCV Workshops (1) Mohsen Fayyaz, Mohammad Hajizadeh Saffar, Mohammad Sabokrou, Mahmood Fathy, Fay Huang, Reinhard Klette
2015	J	`jnl`	A Novel Approach For Finger Vein Verification Based on Self-Taught Learning. CoRR Mohsen Fayyaz, Masoud PourReza, Mohammad Hajizadeh Saffar, Mohammad Sabokrou, Mahmood Fathy
2015	J	`jnl`	Feature Representation for Online Signature Verification. CoRR Mohsen Fayyaz, Mohammad Hajizadeh Saffar, Mohammad Sabokrou, Mahmood Fathy
2015	J	`jnl`	Real-Time Anomaly Detection and Localization in Crowded Scenes. CoRR Mohammad Sabokrou, Mahmood Fathy, Mojtaba Hosseini, Reinhard Klette
2015	—	`conf`	Real-time anomaly detection and localization in crowded scenes. CVPR Workshops Mohammad Sabokrou, Mahmood Fathy, Mojtaba Hosseini, Reinhard Klette