Researcher profile
Ayan Chakrabarti
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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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 …
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Can Optical Trojans Assist Adversarial Perturbations?
2021
Recent work has demonstrated how physically realizable attacks on neural network vision pipelines can consistently produce misclassifications of a given target object. A smaller body of work has also produced modifications that can be applied …