Video action recognition for lane-change classification and prediction of surrounding vehicles M Biparva, D Fernández-Llorca, RI Gonzalo, JK Tsotsos IEEE Transactions on Intelligent Vehicles 7 (3), 569-578, 2022 | 40 | 2022 |
Deep Bayesian networks for uncertainty estimation and adversarial resistance of white matter hyperintensity segmentation P Mojiri Forooshani, M Biparva, EE Ntiri, J Ramirez, L Boone, MF Holmes, ... Human Brain Mapping 43 (7), 2089-2108, 2022 | 24 | 2022 |
Two-stream networks for lane-change prediction of surrounding vehicles D Fernández-Llorca, M Biparva, R Izquierdo-Gonzalo, JK Tsotsos 2020 IEEE 23rd international conference on intelligent transportation …, 2020 | 23 | 2020 |
STNet: Selective Tuning of Convolutional Networks for Object Localization M Biparva, J Tsotsos The IEEE International Conference on Computer Vision Workshops (ICCVW) 2, 2, 2017 | 20 | 2017 |
Priming Neural Networks A Rosenfeld, M Biparva, JK Tsotsos 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition …, 2018 | 14 | 2018 |
ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRI L Boone, M Biparva, PM Forooshani, J Ramirez, M Masellis, R Bartha, ... NeuroImage 278, 120289, 2023 | 9 | 2023 |
DyG2Vec: Representation learning for dynamic graphs with self-supervision MA Alomrani, M Biparva, Y Zhang, M Coates arXiv preprint arXiv:2210.16906, 2022 | 2 | 2022 |
Compact neural representation using attentive network pruning M Biparva, J Tsotsos arXiv preprint arXiv:2005.04559, 2020 | 2 | 2020 |
Todyformer: Towards Holistic Dynamic Graph Transformers with Structure-Aware Tokenization M Biparva, R Karimi, F Faez, Y Zhang arXiv preprint arXiv:2402.05944, 2024 | 1 | 2024 |
Selective Segmentation Networks Using Top-Down Attention M Biparva, J Tsotsos arXiv preprint arXiv:2002.01125, 2020 | 1 | 2020 |
DYNAMIC GRAPH REPRESENTATION LEARNING WITH SELF-SUPERVISION MA Alomrani, M Biparva, Y Zhang US Patent App. 18/477,231, 2024 | | 2024 |
WERank: Towards Rank Degradation Prevention for Self-Supervised Learning Using Weight Regularization AS Pasand, R Moravej, M Biparva, A Ghodsi arXiv preprint arXiv:2402.09586, 2024 | | 2024 |
Scalable Graph Self-Supervised Learning AS Pasand, R Moravej, M Biparva, R Karimi, A Ghodsi arXiv preprint arXiv:2402.09603, 2024 | | 2024 |
ExGRG: Explicitly-Generated Relation Graph for Self-Supervised Representation Learning M Naseri, M Biparva arXiv preprint arXiv:2402.06737, 2024 | | 2024 |
Scalable Graph Self-Supervised Learning A Saheb Pasand, R Moravej, M Biparva, R Karimi, A Ghodsi arXiv e-prints, arXiv: 2402.09603, 2024 | | 2024 |
WERank: Towards Rank Degradation Prevention for Self-Supervised Learning Using Weight Regularization A Saheb Pasand, R Moravej, M Biparva, A Ghodsi arXiv e-prints, arXiv: 2402.09586, 2024 | | 2024 |
DyG2Vec: Efficient Representation Learning for Dynamic Graphs M Alomrani, M Biparva, Y Zhang, M Coates Transactions on Machine Learning Research, 2023 | | 2023 |
Contextual Interference Reduction by Selective Fine-Tuning of Neural Networks M Biparva, J Tsotsos arXiv preprint arXiv:2011.10857, 2020 | | 2020 |
Novel Multistage Probabilistic Kernel Modeling in Handwriting Recognition M Biparva Concordia University, 2013 | | 2013 |
2022 Index IEEE Transactions on Intelligent Vehicles Vol. 7 S Ackermann, J Adamy, I Ahmad, Y Ai, OB Alankus, S Ansari, E Arnold, ... | | |