Vision Transformers Enable Fast and Robust Accelerated MRI
Proceedings of The 5th International Conference on Medical Imaging with Deep Learning
PMLR
2022
Regularization-wise double descent: Why it occurs and how to eliminate it
2022 IEEE International Symposium on Information Theory (ISIT)
2022
Test-Time Training Can Close the Natural Distribution Shift Performance Gap in Deep Learning Based Compressed Sensing
Proceedings of the 39th International Conference on Machine Learning
PMLR
2022
Achieving the Capacity of a DNA Storage Channel with Linear Coding Schemes
CoRR
2022
abs/2112.01630
Provable Continual Learning via Sketched Jacobian Approximations
International Conference on Artificial Intelligence and Statistics (AISTATS)
2022
Vision Transformers Enable Fast and Robust Accelerated MRI
MIDL 2022 Conference Submission
2021
Interpolation can hurt robust generalization even when there is no noise
Conference on Neural Information Processing Systems (NeurIPS)
2021
Measuring Robustness in Deep Learning Based Compressive Sensing
Proceedings of the 38th International Conference on Machine Learning
PMLR
2021