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ViTALS: Vision Transformer for Action Localization in Surgical Nephrectomy
Surgical action localization is a challenging computer vision problem.
Towards Visual Syntactical Understanding
Through our experiments, we discover an intriguing property of DNNs where we observe that state-of-the-art convolutional neural networks, as well as vision transformers, fail to discriminate between syntactically correct and incorrect images when trained on only correct ones.
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