Anirudh Som
Title
Cited by
Cited by
Year
Attractor-shape Descriptors for Balance Impairment Assessment in Parkinson’s Disease
A Som, N Krishnamurthi, V Venkataraman, P Turaga
38th Annual International Conference of the IEEE Engineering in Medicine and …, 0
14*
Pi-net: A deep learning approach to extract topological persistence images
A Som, H Choi, KN Ramamurthy, MP Buman, P Turaga
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
112020
Perturbation robust representations of topological persistence diagrams
A Som, K Thopalli, KN Ramamurthy, V Venkataraman, A Shukla, ...
Proceedings of the European Conference on Computer Vision (ECCV), 617-635, 2018
112018
AMC-loss: Angular margin contrastive loss for improved explainability in image classification
H Choi, A Som, P Turaga
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
62020
Multiscale evolution of attractor-shape descriptors for assessing Parkinson's disease severity
A Som, N Krishnamurthi, V Venkataraman, KN Ramamurthy, P Turaga
2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2017
62017
Riemannian Geometric Approaches for Measuring Movement Quality
A Som, R Anirudh, Q Wang, P Turaga
Second International Workshop on Differential Geometry in Computer Vision …, 0
6*
Topological descriptors for parkinson’s disease classification and regression analysis
A Nawar, F Rahman, N Krishnamurthi, A Som, P Turaga
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
42020
Role of orthogonality constraints in improving properties of deep networks for image classification
H Choi, A Som, P Turaga
arXiv preprint arXiv:2009.10762, 2020
32020
Geometric metrics for topological representations
A Som, KN Ramamurthy, P Turaga
Handbook of Variational Methods for Nonlinear Geometric Data, 415, 2020
32020
A Machine Learning Approach to Assess Student Group Collaboration Using Individual Level Behavioral Cues
A Som, S Kim, B Lopez-Prado, S Dhamija, N Alozie, A Tamrakar
European Conference on Computer Vision, 79-94, 2020
12020
Unsupervised Pre-trained Models from Healthy ADLs Improve Parkinson’s Disease Classification of Gait Patterns
A Som, N Krishnamurthi, M Buman, P Turaga
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
12020
Towards Explainable Student Group Collaboration Assessment Models Using Temporal Representations of Individual Student Roles
A Som, S Kim, B Lopez-Prado, S Dhamija, N Alozie, A Tamrakar
arXiv preprint arXiv:2106.09623, 2021
2021
Interpretable COVID-19 Chest X-Ray Classification via Orthogonality Constraint
EY Wang, A Som, A Shukla, H Choi, P Turaga
arXiv preprint arXiv:2102.08360, 2021
2021
Automated Student Group Collaboration Assessment and Recommendation System Using Individual Role and Behavioral Cues
A Som
Frontiers of Computer Science, 2021
2021
Building Invariant, Robust And Stable Machine Learning Systems Using Geometry and Topology
A Som
PQDT-UK & Ireland, 2020
2020
Geometric Approaches for Modeling Movement Quality: Applications in Motor Control and Therapy
A Som
Arizona State University, 2016
2016
Supplementary material for Perturbation Robust Representations of Topological Persistence Diagrams
A Som, K Thopalli, KN Ramamurthy, V Venkataraman, A Shukla, ...
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Articles 1–17