Published in The Fourteenth International Conference on Learning Representations (ICLR), 2026
Citation (APA): Shrestha, R., Gopi, A., Meisenzahl, C., Lekhak, B., & Wang, L. ProReGen: Progressive Residual Generation under Attribute Correlations. In The Fourteenth International Conference on Learning Representations.
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Published in The Twelfth International Conference on Learning Representations (ICLR), 2024
Citation (APA): Toloubidokhti, M., Ye, Y., Missel, R., Jiang, X., Kumar, N., Shrestha, R., & Wang, L. DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks. In The Twelfth International Conference on Learning Representations.
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Published in Fairness of AI in Medical Imaging (FAIMI @ MICCAI), 2023
Citation (APA): Kumar, N., Shrestha, R., Li, Z., & Wang, L. (2023, October). Distributionally Robust Optimization and Invariant Representation Learning for Addressing Subgroup Underrepresentation: Mechanisms and Limitations. In Workshop on Clinical Image-Based Procedures (pp. 183-193). Cham: Springer Nature Switzerland.
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