Mahdi Biparva

Mahdi Biparva

York University

H-index: 5

North America-Canada

About Mahdi Biparva

Mahdi Biparva, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at York University, specializes in the field of Visual Attention, Object Detection, Deep Learning, Computer Vision.

His recent articles reflect a diverse array of research interests and contributions to the field:

Dynamic graph representation learning with self-supervision

WERank: Towards Rank Degradation Prevention for Self-Supervised Learning Using Weight Regularization

Scalable Graph Self-Supervised Learning

ExGRG: Explicitly-Generated Relation Graph for Self-Supervised Representation Learning

Todyformer: Towards Holistic Dynamic Graph Transformers with Structure-Aware Tokenization

DyG2Vec: Efficient Representation Learning for Dynamic Graphs

ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRI

Deep Bayesian networks for uncertainty estimation and adversarial resistance of white matter hyperintensity segmentation

Mahdi Biparva Information

University

Position

PhD Student Laboratory for Active and Attentive Vision

Citations(all)

121

Citations(since 2020)

116

Cited By

26

hIndex(all)

5

hIndex(since 2020)

5

i10Index(all)

5

i10Index(since 2020)

5

Email

University Profile Page

Google Scholar

Mahdi Biparva Skills & Research Interests

Visual Attention

Object Detection

Deep Learning

Computer Vision

Top articles of Mahdi Biparva

Dynamic graph representation learning with self-supervision

2024/4/11

WERank: Towards Rank Degradation Prevention for Self-Supervised Learning Using Weight Regularization

arXiv preprint arXiv:2402.09586

2024/2/14

Scalable Graph Self-Supervised Learning

arXiv preprint arXiv:2402.09603

2024/2/14

ExGRG: Explicitly-Generated Relation Graph for Self-Supervised Representation Learning

arXiv preprint arXiv:2402.06737

2024/2/9

Mahdi Naseri
Mahdi Naseri

H-Index: 14

Mahdi Biparva
Mahdi Biparva

H-Index: 2

Todyformer: Towards Holistic Dynamic Graph Transformers with Structure-Aware Tokenization

arXiv preprint arXiv:2402.05944

2024/2/2

Mahdi Biparva
Mahdi Biparva

H-Index: 2

Yingxue Zhang
Yingxue Zhang

H-Index: 6

DyG2Vec: Efficient Representation Learning for Dynamic Graphs

Transactions on Machine Learning Research

2023/10/3

ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRI

NeuroImage

2023/9/1

Video action recognition for lane-change classification and prediction of surrounding vehicles

IEEE Transactions on Intelligent Vehicles

2022/4/4

Mahdi Biparva
Mahdi Biparva

H-Index: 2

DyG2Vec: Representation learning for dynamic graphs with self-supervision

arXiv preprint arXiv:2210.16906

2022/10/30

Contextual Interference Reduction by Selective Fine-Tuning of Neural Networks

arXiv preprint arXiv:2011.10857

2020/11/21

Mahdi Biparva
Mahdi Biparva

H-Index: 2

Two-stream networks for lane-change prediction of surrounding vehicles

2020/9/20

Mahdi Biparva
Mahdi Biparva

H-Index: 2

Compact neural representation using attentive network pruning

arXiv preprint arXiv:2005.04559

2020/5/10

Mahdi Biparva
Mahdi Biparva

H-Index: 2

Selective Segmentation Networks Using Top-Down Attention

arXiv preprint arXiv:2002.01125

2020/2/4

Mahdi Biparva
Mahdi Biparva

H-Index: 2

See List of Professors in Mahdi Biparva University(York University)