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Sandesh Ghimire
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Semi-supervised medical image classification with global latent mixing
PK Gyawali, S Ghimire, P Bajracharya, Z Li, L Wang
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
412020
Semi-supervised learning by disentangling and self-ensembling over stochastic latent space
PK Gyawali, Z Li, S Ghimire, L Wang
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
272019
Generative modeling and inverse imaging of cardiac transmembrane potential
S Ghimire, J Dhamala, PK Gyawali, JL Sapp, M Horacek, L Wang
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
242018
High-dimensional bayesian optimization of personalized cardiac model parameters via an embedded generative model
J Dhamala, S Ghimire, JL Sapp, BM Horáček, L Wang
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
182018
Improving disentangled representation learning with the beta bernoulli process
P Gyawali, Z Li, C Knight, S Ghimire, BM Horacek, J Sapp, L Wang
2019 IEEE International Conference on Data Mining (ICDM), 1078-1083, 2019
132019
Bayesian optimization on large graphs via a graph convolutional generative model: Application in cardiac model personalization
J Dhamala, S Ghimire, JL Sapp, BM Horáček, L Wang
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
122019
Improving generalization of deep networks for inverse reconstruction of image sequences
S Ghimire, PK Gyawali, J Dhamala, JL Sapp, M Horacek, L Wang
Information Processing in Medical Imaging: 26th International Conference …, 2019
112019
Overcoming barriers to quantification and comparison of electrocardiographic imaging methods: A community-based approach
S Ghimire, J Dhamala, J Coll-Font, JD Tate, MS Guillem, DH Brooks, ...
2017 Computing in Cardiology (CinC), 1-4, 2017
102017
Learning geometry-dependent and physics-based inverse image reconstruction
X Jiang, S Ghimire, J Dhamala, Z Li, PK Gyawali, L Wang
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
92020
Noninvasive reconstruction of transmural transmembrane potential with simultaneous estimation of prior model error
S Ghimire, JL Sapp, BM Horáček, L Wang
IEEE transactions on medical imaging 38 (11), 2582-2595, 2019
92019
Reliable estimation of kl divergence using a discriminator in reproducing kernel hilbert space
S Ghimire, A Masoomi, J Dy
Advances in Neural Information Processing Systems 34, 10221-10233, 2021
82021
Learning invariant feature representation to improve generalization across chest x-ray datasets
S Ghimire, S Kashyap, JT Wu, A Karargyris, M Moradi
Machine Learning in Medical Imaging: 11th International Workshop, MLMI 2020 …, 2020
82020
A variational approach to sparse model error estimation in cardiac electrophysiological imaging
S Ghimire, JL Sapp, M Horacek, L Wang
Medical Image Computing and Computer-Assisted Intervention− MICCAI 2017 …, 2017
82017
Enhancing mixup-based semi-supervised learningwith explicit lipschitz regularization
P Gyawali, S Ghimire, L Wang
2020 IEEE International Conference on Data Mining (ICDM), 1046-1051, 2020
62020
Machine learning for health (ML4H) workshop at NeurIPS 2018
N Antropova, AL Beam, BK Beaulieu-Jones, I Chen, C Chivers, A Dalca, ...
arXiv preprint arXiv:1811.07216, 2018
52018
Geometry of score based generative models
S Ghimire, J Liu, A Comas, D Hill, A Masoomi, O Camps, J Dy
arXiv preprint arXiv:2302.04411, 2023
42023
Reliable Estimation of Kullback-Leibler Divergence by Controlling Discriminator Complexity in the Reproducing Kernel Hilbert Space
S Ghimire, PK Gyawali, L Wang
arXiv preprint arXiv:2002.11187, 2020
42020
Deep generative model and analysis of cardiac transmembrane potential
S Ghimire, L Wang
2018 Computing in Cardiology Conference (CinC) 45, 1-4, 2018
42018
Explanation Uncertainty with Decision Boundary Awareness
D Hill, A Masoomi, S Ghimire, M Torop, J Dy
arXiv preprint arXiv:2210.02419, 2022
32022
Implementation of Audio Effect Generator in FPGA
SR Chhetri, B Poudel, S Ghimire, S Shresthamali, DK Sharma
Nepal Journal of Science and Technology 15 (1), 89-98, 2014
32014
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