Understanding and Visualizing Generalization in UNets A Rajagopal, VC Madala, TA Hope, P Larson Medical Imaging with Deep Learning, 665-681, 2021 | 8 | 2021 |
CNNs avoid curse of dimensionality by learning on patches VC Madala, S Chandrasekaran, J Bunk IEEE Open Journal of Signal Processing, 2023 | 3 | 2023 |
CNNs are Myopic VC Madala, S Chandrasekaran arXiv, 2022 | 2 | 2022 |
A study of Generalization in Deep Neural Networks VC Madala University of California, Santa Barbara, 2021 | 2 | 2021 |
Predicting generalization in deep learning via local measures of distortion A Rajagopal, VC Madala, S Chandrasekaran, PEZ Larson arXiv preprint arXiv:2012.06969, 2020 | 1 | 2020 |