181 citations · 353 across the 13 of their papers we have counts for
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How good are deep models in understanding the generated images?
Ali Borji
My goal in this paper is twofold: to study how well deep models can understand the images generated by DALL-E 2 and Midjourney, and to quantitatively evaluate these generative mode…
A New Kind of Adversarial Example
Ali Borji
Almost all adversarial attacks are formulated to add an imperceptible perturbation to an image in order to fool a model. Here, we consider the opposite which is adversarial example…
Is current research on adversarial robustness addressing the right problem?
Ali Borji
Short answer: Yes, Long answer: No! Indeed, research on adversarial robustness has led to invaluable insights helping us understand and explore different aspects of the problem. Ma…
SplitMixer: Fat Trimmed From MLP-like Models
Ali Borji, Sikun Lin
We present SplitMixer, a simple and lightweight isotropic MLP-like architecture, for visual recognition. It contains two types of interleaving convolutional operations to mix infor…