Nilesh Kumar

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 10

Top Topics

Medical Image Segmentation

Invariant Representations

Top Venues

Publications

Maryam Toloubidokhti, Yubo Ye, Ryan Missel, Xiajun Jiang, Nilesh Kumar, Ruby Shrestha, Linwei Wang
DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks. ICLR (2024)
Zhiyuan Li, Xiajun Jiang, Ryan Missel, Prashnna Kumar Gyawali, Nilesh Kumar, Linwei Wang
Continual Unsupervised Disentangling of Self-Organizing Representations. ICLR (2023)
Nilesh Kumar, Ruby Shrestha, Zhiyuan Li, Linwei Wang
Distributionally Robust Optimization and Invariant Representation Learning for Addressing Subgroup Underrepresentation: Mechanisms and Limitations. CoRR (2023)
Nilesh Kumar, M. Shahid Mukhtar
Ranking Plant Network Nodes Based on Their Centrality Measures. Entropy 25 (4) (2023)
Nilesh Kumar, Ruby Shrestha, Zhiyuan Li, Linwei Wang
Distributionally Robust Optimization and Invariant Representation Learning for Addressing Subgroup Underrepresentation: Mechanisms and Limitations. CLIP/FAIMI/EPIMI@MICCAI (2023)
Nilesh Kumar, Prashnna K. Gyawali, Sandesh Ghimire, Linwei Wang
Learning Transferable Object-Centric Diffeomorphic Transformations for Data Augmentation in Medical Image Segmentation. CoRR (2023)
Nilesh Kumar, Prashnna K. Gyawali, Sandesh Ghimire, Linwei Wang
Learning Transferable Object-Centric Diffeomorphic Transformations for Data Augmentation in Medical Image Segmentation. MICCAI (2) (2023)
Maryam Toloubidokhti, Nilesh Kumar, Zhiyuan Li, Prashnna K. Gyawali, Brian Zenger, Wilson W. Good, Rob S. MacLeod, Linwei Wang
Interpretable Modeling and Reduction of Unknown Errors in Mechanistic Operators. MICCAI (8) (2022)
Maryam Toloubidokhti, Nilesh Kumar, Zhiyuan Li, Prashnna K. Gyawali, Brian Zenger, Wilson W. Good, Rob S. MacLeod, Linwei Wang
Interpretable Modeling and Reduction of Unknown Errors in Mechanistic Operators. CoRR (2022)
Shruti Pachaury, Nilesh Kumar, Ayush Khanduri, Himanshu Mittal
Link Prediction Method Using Topological Features and Ensemble Model. IC3 (2018)
Ashish Pandey, Md. Nasir Ahmed, Nilesh Kumar, P. Gupta
A Hybrid Routing Scheme for Mobile Ad Hoc Networks with Mobile Backbones. HiPC (2006)