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Nilesh Kumar
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2020 – today
- 2024
- [j2]Nilesh Kumar
, M. Shahid Mukhtar:
Viral Targets in the Human Interactome with Comprehensive Centrality Analysis: SARS-CoV-2, a Case Study. Data 9(8): 101 (2024) - [c7]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 - [i4]Charles Lovering, Michael Krumdick, Viet Dac Lai, Nilesh Kumar, Varshini Reddy, Rik Koncel-Kedziorski, Chris Tanner:
Are Language Model Logits Calibrated? CoRR abs/2410.16007 (2024) - 2023
- [j1]Nilesh Kumar
, M. Shahid Mukhtar:
Ranking Plant Network Nodes Based on Their Centrality Measures. Entropy 25(4): 676 (2023) - [c6]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: 183-193 - [c5]Zhiyuan Li, Xiajun Jiang, Ryan Missel, Prashnna Kumar Gyawali, Nilesh Kumar, Linwei Wang:
Continual Unsupervised Disentangling of Self-Organizing Representations. ICLR 2023 - [c4]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: 255-265 - [i3]Nilesh Kumar, Prashnna K. Gyawali, Sandesh Ghimire, Linwei Wang:
Learning Transferable Object-Centric Diffeomorphic Transformations for Data Augmentation in Medical Image Segmentation. CoRR abs/2307.13645 (2023) - [i2]Nilesh Kumar, Ruby Shrestha, Zhiyuan Li, Linwei Wang:
Distributionally Robust Optimization and Invariant Representation Learning for Addressing Subgroup Underrepresentation: Mechanisms and Limitations. CoRR abs/2308.06434 (2023) - 2022
- [c3]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: 459-468 - [i1]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 abs/2211.01373 (2022)
2010 – 2019
- 2018
- [c2]Shruti Pachaury, Nilesh Kumar, Ayush Khanduri, Himanshu Mittal
:
Link Prediction Method Using Topological Features and Ensemble Model. IC3 2018: 1-6
2000 – 2009
- 2006
- [c1]Ashish Pandey, Md. Nasir Ahmed, Nilesh Kumar, P. Gupta:
A Hybrid Routing Scheme for Mobile Ad Hoc Networks with Mobile Backbones. HiPC 2006: 411-423
Coauthor Index
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