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Nilesh Kumar
Nilesh Kumar
Verifierad e-postadress på rit.edu
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Learning Transferable Object-Centric Diffeomorphic Transformations for Data Augmentation in Medical Image Segmentation
N Kumar, PK Gyawali, S Ghimire, L Wang
International Conference on Medical Image Computing and Computer-Assisted …, 2023
12023
Continual unsupervised disentangling of self-organizing representations
Z Li, X Jiang, R Missel, PK Gyawali, N Kumar, L Wang
The Eleventh International Conference on Learning Representations, 2022
12022
DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks
M Toloubidokhti, Y Ye, R Missel, X Jiang, N Kumar, R Shrestha, L Wang
The Twelfth International Conference on Learning Representations, 2023
2023
Distributionally Robust Optimization and Invariant Representation Learning for Addressing Subgroup Underrepresentation: Mechanisms and Limitations
N Kumar, R Shrestha, Z Li, L Wang
Workshop on Clinical Image-Based Procedures, 183-193, 2023
2023
Interpretable Modeling and Reduction of Unknown Errors in Mechanistic Operators
M Toloubidokhti, N Kumar, Z Li, PK Gyawali, B Zenger, WW Good, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2022
2022
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Artiklar 1–5