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Understanding Transformer-based Vision Models through Inversion

Rathjens, Jan et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognitionmachine-learningneural-and-evolutionary-computing
Understanding the internal mechanisms of deep neural networks remains a central challenge in machine learning. In computer vision, one promising yet only preliminarily explored approach is feature inversion via inverse networks, which reconstructs images from intermediate representations using train
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