Mahdi Biparva

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 22

Top Topics

Question Answering Systems

Action Recognition

Top Venues

Trans. Mach. Learn. Res.

Publications

Mahdi Biparva, Raika Karimi, Faezeh Faez, Yingxue Zhang
Todyformer: Towards Holistic Dynamic Graph Transformers with Structure-Aware Tokenization. Trans. Mach. Learn. Res. 2024 (2024)
Mahdi Naseri, Mahdi Biparva
ExGRG: Explicitly-Generated Relation Graph for Self-Supervised Representation Learning. CoRR (2024)
Mohammad Ali Alomrani, Mahdi Biparva, Yingxue Zhang, Mark Coates
DyG2Vec: Efficient Representation Learning for Dynamic Graphs. Trans. Mach. Learn. Res. 2024 (2024)
Ali Saheb Pasand, Reza Moravej, Mahdi Biparva, Raika Karimi, Ali Ghodsi
Scalable Graph Self-Supervised Learning. CoRR (2024)
Mahdi Biparva, Raika Karimi, Faezeh Faez, Yingxue Zhang
Todyformer: Towards Holistic Dynamic Graph Transformers with Structure-Aware Tokenization. CoRR (2024)
Mohammad Dehghan, Mohammad Ali Alomrani, Sunyam Bagga, David Alfonso-Hermelo, Khalil Bibi, Abbas Ghaddar, Yingxue Zhang, Xiaoguang Li, Jianye Hao, Qun Liu, Jimmy Lin, Boxing Chen, Prasanna Parthasarathi, Mahdi Biparva, Mehdi Rezagholizadeh
EWEK-QA: Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems. CoRR (2024)
Ali Saheb Pasand, Reza Moravej, Mahdi Biparva, Ali Ghodsi
WERank: Towards Rank Degradation Prevention for Self-Supervised Learning Using Weight Regularization. CoRR (2024)
Mohammad Dehghan, Mohammad Ali Alomrani, Sunyam Bagga, David Alfonso-Hermelo, Khalil Bibi, Abbas Ghaddar, Yingxue Zhang, Xiaoguang Li, Jianye Hao, Qun Liu, Jimmy Lin, Boxing Chen, Prasanna Parthasarathi, Mahdi Biparva, Mehdi Rezagholizadeh
EWEK-QA : Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems. ACL (1) (2024)
Lyndon Boone, Mahdi Biparva, Parisa Mojiri Forooshani, Joel Ramirez, Mario Masellis, Robert Bartha, Sean Symons, Stephen C. Strother, Sandra E. Black, Chris Heyn, Anne L. Martel, Richard H. Swartz, Maged Goubran
ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRI. NeuroImage 278 (2023)
Mahdi Biparva, David Fernández Llorca, Rubén Izquierdo Gonzalo, John K. Tsotsos
Video Action Recognition for Lane-Change Classification and Prediction of Surrounding Vehicles. IEEE Trans. Intell. Veh. 7 (3) (2022)
Lyndon Boone, Mahdi Biparva, Parisa Mojiri Forooshani, Joel Ramirez, Mario Masellis, Robert Bartha, Sean Symons, Stephen C. Strother, Sandra E. Black, Chris Heyn, Anne L. Martel, Richard H. Swartz, Maged Goubran
ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRI. CoRR (2022)
Mohammad Ali Alomrani, Mahdi Biparva, Yingxue Zhang, Mark Coates
DyG2Vec: Representation Learning for Dynamic Graphs with Self-Supervision. CoRR (2022)
Mahdi Biparva, David Fernández Llorca, Rubén Izquierdo Gonzalo, John K. Tsotsos
Video action recognition for lane-change classification and prediction of surrounding vehicles. CoRR (2021)
Mahdi Biparva, John K. Tsotsos
Contextual Interference Reduction by Selective Fine-Tuning of Neural Networks. CoRR (2020)
Mahdi Biparva, John K. Tsotsos
Compact Neural Representation Using Attentive Network Pruning. CoRR (2020)
Mahdi Biparva, John K. Tsotsos
Selective Segmentation Networks Using Top-Down Attention. CoRR (2020)
David Fernández Llorca, Mahdi Biparva, Rubén Izquierdo Gonzalo, John K. Tsotsos
Two-Stream Networks for Lane-Change Prediction of Surrounding Vehicles. ITSC (2020)
David Fernández Llorca, Mahdi Biparva, Rubén Izquierdo Gonzalo, John K. Tsotsos
Two-Stream Networks for Lane-Change Prediction of Surrounding Vehicles. CoRR (2020)
Amir Rosenfeld, Mahdi Biparva, John K. Tsotsos
Priming Neural Networks. CVPR Workshops (2018)
Mahdi Biparva, John K. Tsotsos
STNet: Selective Tuning of Convolutional Networks for Object Localization. ICCV Workshops (2017)
Mahdi Biparva, John K. Tsotsos
STNet: Selective Tuning of Convolutional Networks for Object Localization. CoRR (2017)
Amir Rosenfeld, Mahdi Biparva, John K. Tsotsos
Priming Neural Networks. CoRR (2017)