- 2024
- Ahmadreza Abazari, Mohammad Mahdi Soleymani, Masoud Zadsar, Mohsen Ghafouri, Chadi Assi, Miadreza Shafie-Khah:
Online Recursive Detection and Adaptive Fuzzy Mitigation of Cyber-Physical Attacks Targeting Topology of IMG: An LFC Case Study. IEEE Trans. Smart Grid 15(2): 2129-2145 (2024) - Mahdi Bonyani, Maryam Soleymani, Chao Wang:
Style-Based Reinforcement Learning: Task Decoupling Personalization for Human-Robot Collaboration. HCI (13) 2024: 197-212 - Fahimeh Hosseini Noohdani, Parsa Hosseini, Aryan Yazdan Parast, HamidReza Yaghoubi Araghi, Mahdieh Soleymani Baghshah:
Decompose-and-Compose: A Compositional Approach to Mitigating Spurious Correlation. CoRR abs/2402.18919 (2024) - Reza Abbasi, Mohammad Samiei, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah:
Language Plays a Pivotal Role in the Object-Attribute Compositional Generalization of CLIP. CoRR abs/2403.18525 (2024) - Omid Ghahroodi, Marzia Nouri, Mohammad V. Sanian, Alireza Sahebi, Doratossadat Dastgheib, Ehsaneddin Asgari, Mahdieh Soleymani Baghshah, Mohammad Hossein Rohban:
Khayyam Challenge (PersianMMLU): Is Your LLM Truly Wise to The Persian Language? CoRR abs/2404.06644 (2024) - Matina Mahdizadeh Sani, Ali Royat, Mahdieh Soleymani Baghshah:
Classification of Breast Cancer Histopathology Images using a Modified Supervised Contrastive Learning Method. CoRR abs/2405.03642 (2024) - 2023
- Pooya Esmaeil Akhoondi, Mahdieh Soleymani Baghshah:
Semantic Segmentation With Multiple Contradictory Annotations Using a Dynamic Score Function. IEEE Access 11: 64544-64558 (2023) - Alireza Esfandbod, Zeynab Rokhi, Ali Meghdari, Alireza Taheri, Zahra Soleymani, Minoo Alemi, Mahdie Karimi:
Fast mapping in word-learning: A case study on the humanoid social robots' impacts on Children's performance. Int. J. Child Comput. Interact. 38: 100614 (2023) - Hsuan-Po Liu, Mahdi Soleymani, Hessam Mahdavifar:
Differentially Private Coded Computing. ISIT 2023: 2189-2194 - Mahdi Soleymani, Qiang Liu, Hessam Mahdavifar, Laura Balzano:
Matrix Completion over Finite Fields: Bounds and Belief Propagation Algorithms. ISIT 2023: 1166-1171 - Mahdi Soleymani, Hessam Mahdavifar, Tara Javidi:
Non-adaptive Quantitative Group Testing via Plotkin-Type Constructions. ISIT 2023: 1854-1859 - Mohammad Mozafari, Adeleh Bitarafan, Mohammad Farid Azampour, Azade Farshad, Mahdieh Soleymani Baghshah, Nassir Navab:
VISA-FSS: A Volume-Informed Self Supervised Approach for Few-Shot 3D Segmentation. MICCAI (2) 2023: 112-122 - Omid Ghahroodi, Mohammad Ali Sadraei Javaheri, Doratossadat Dastgheib, Mahdieh Soleymani Baghshah, Mohammad Hossein Rohban, Hamid R. Rabiee, Ehsaneddin Asgari:
Sina at SemEval-2023 Task 4: A Class-Token Attention-based Model for Human Value Detection. SemEval@ACL 2023: 2164-2167 - Seyyed AmirHossein Ameli Kalkhoran, Mohammadamin Banayeeanzade, Mahdi Samiei, Mahdieh Soleymani Baghshah:
A Distinct Unsupervised Reference Model From The Environment Helps Continual Learning. CoRR abs/2301.04506 (2023) - Mahdi Soleymani, Qiang Liu, Hessam Mahdavifar, Laura Balzano:
Matrix Completion over Finite Fields: Bounds and Belief Propagation Algorithms. CoRR abs/2308.11078 (2023) - Hsuan-Po Liu, Mahdi Soleymani, Hessam Mahdavifar:
Analog Multi-Party Computing: Locally Differential Private Protocols for Collaborative Computations. CoRR abs/2308.12544 (2023) - Mahdi Ghaznavi, Hesam Asadollahzadeh, HamidReza Yaghoubi Araghi, Fahimeh Hosseini Noohdani, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah:
Annotation-Free Group Robustness via Loss-Based Resampling. CoRR abs/2312.04893 (2023) - 2022
- Tohid Soleymani Aghdam, Seyed Mohammad Mahdi Alavi, Mehrdad Saif:
Structural identifiability of impedance spectroscopy fractional-order equivalent circuit models with two constant phase elements. Autom. 144: 110463 (2022) - Eduardo Conde-Sousa, João Vale, Ming Feng, Kele Xu, Yin Wang, Vincenzo Della Mea, David La Barbera, Ehsan Montahaei, Mahdieh Soleymani Baghshah, Andreas Turzynski, Jacob Gildenblat, Eldad Klaiman, Yiyu Hong, Guilherme Aresta, Teresa Araújo, Paulo Aguiar, Catarina Eloy, António Polónia:
HEROHE Challenge: Predicting HER2 Status in Breast Cancer from Hematoxylin-Eosin Whole-Slide Imaging. J. Imaging 8(8): 213 (2022) - Mahsa Ghorbani, Anees Kazi, Mahdieh Soleymani Baghshah, Hamid R. Rabiee, Nassir Navab:
RA-GCN: Graph convolutional network for disease prediction problems with imbalanced data. Medical Image Anal. 75: 102272 (2022) - Abed Soleymani, Xingyu Li, Mahdi Tavakoli:
A Domain-Adapted Machine Learning Approach for Visual Evaluation and Interpretation of Robot-Assisted Surgery Skills. IEEE Robotics Autom. Lett. 7(3): 8202-8208 (2022) - Mahdi Soleymani, Hessam Mahdavifar, Amir Salman Avestimehr:
Analog Secret Sharing With Applications to Private Distributed Learning. IEEE Trans. Inf. Forensics Secur. 17: 1893-1904 (2022) - Mahdi Soleymani, Hessam Mahdavifar:
Analog Subspace Coding: A New Approach to Coding for Non-Coherent Wireless Networks. IEEE Trans. Inf. Theory 68(4): 2349-2364 (2022) - Mahdi Soleymani, Ramy E. Ali, Hessam Mahdavifar, Amir Salman Avestimehr:
ApproxIFER: A Model-Agnostic Approach to Resilient and Robust Prediction Serving Systems. AAAI 2022: 8342-8350 - Faezeh Faez, Ali Akhoondian Amiri, Mahdieh Soleymani Baghshah, Hamid R. Rabiee:
DMNP: A Deep Learning Approach for Missing Node Prediction in Partially Observed Graphs. ASONAM 2022: 76-79 - Seyed Roozbeh Razavi Rohani, Saeed Hedayatian, Mahdieh Soleymani Baghshah:
BIMRL: Brain Inspired Meta Reinforcement Learning. IROS 2022: 9048-9053 - Adeleh Bitarafan, Mohammad Farid Azampour, Kian Bakhtari, Mahdieh Soleymani Baghshah, Matthias Keicher, Nassir Navab:
Vol2Flow: Segment 3D Volumes Using a Sequence of Registration Flows. MICCAI (4) 2022: 609-618 - Yassaman Ommi, Matin Yousefabadi, Faezeh Faez, Amirmojtaba Sabour, Mahdieh Soleymani Baghshah, Hamid R. Rabiee:
CCGG: A Deep Autoregressive Model for Class-Conditional Graph Generation. WWW (Companion Volume) 2022: 1092-1098 - Seyyede Fatemeh Seyyedsalehi, Mahdieh Soleymani, Hamid R. Rabiee:
SOInter: A Novel Deep Energy Based Interpretation Method for Explaining Structured Output Models. CoRR abs/2202.09914 (2022) - Maryam Soleymani, Mahdi Bonyani:
Autonomous Resource Management in Construction Companies Using Deep Reinforcement Learning Based on IoT. CoRR abs/2208.08087 (2022)