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Mahdieh Soleymani Baghshah

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Decompose-and-Compose: A Compositional Approach to Mitigating Spurious Correlation

Mar 02, 2024
Fahimeh Hosseini Noohdani, Parsa Hosseini, Aryan Yazdan Parast, Hamidreza Yaghoubi Araghi, Mahdieh Soleymani Baghshah

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Annotation-Free Group Robustness via Loss-Based Resampling

Dec 08, 2023
Mahdi Ghaznavi, Hesam Asadollahzadeh, HamidReza Yaghoubi Araghi, Fahimeh Hosseini Noohdani, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah

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A Distinct Unsupervised Reference Model From The Environment Helps Continual Learning

Jan 11, 2023
Seyyed AmirHossein Ameli Kalkhoran, Mohammadamin Banayeeanzade, Mahdi Samiei, Mahdieh Soleymani Baghshah

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BIMRL: Brain Inspired Meta Reinforcement Learning

Oct 29, 2022
Seyed Roozbeh Razavi Rohani, Saeed Hedayatian, Mahdieh Soleymani Baghshah

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SCGG: A Deep Structure-Conditioned Graph Generative Model

Sep 20, 2022
Faezeh Faez, Negin Hashemi Dijujin, Mahdieh Soleymani Baghshah, Hamid R. Rabiee

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Isoform Function Prediction Using Deep Neural Network

Aug 05, 2022
Sara Ghazanfari, Ali Rasteh, Seyed Abolfazl Motahari, Mahdieh Soleymani Baghshah

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HEROHE Challenge: assessing HER2 status in breast cancer without immunohistochemistry or in situ hybridization

Nov 08, 2021
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

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CCGG: A Deep Autoregressive Model for Class-Conditional Graph Generation

Oct 07, 2021
Matin Yousefabadi, Yassaman Ommi, Faezeh Faez, Amirmojtaba Sabour, Mahdieh Soleymani Baghshah, Hamid R. Rabiee

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Rate-Distortion Analysis of Minimum Excess Risk in Bayesian Learning

May 10, 2021
Hassan Hafez-Kolahi, Behrad Moniri, Shohreh Kasaei, Mahdieh Soleymani Baghshah

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