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Researcher profile

Srinadh Bhojanapalli

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. On the Reproducibility of Neural Network Predictions

    2021 · arXiv (Cornell University)

    Standard training techniques for neural networks involve multiple sources of randomness, e.g., initialization, mini-batch ordering and in some cases data augmentation. Given that neural networks are heavily over-parameterized in practice, such randomness can cause {\em …

  2. Understanding Robustness of Transformers for Image Classification

    2021 · arXiv (Cornell University)

    Deep Convolutional Neural Networks (CNNs) have long been the architecture of choice for computer vision tasks. Recently, Transformer-based architectures like Vision Transformer (ViT) have matched or even surpassed ResNets for image classification. However, details of …