Distill publishes discussion related to the paper “Adversarial Examples Are Not Bugs, They Are Features,” focusing on how models can exhibit “feature leakage” and how some learned features may be non-robust. Across the two Distill entries provided, the content centers on demonstrating examples rather than reporting new experimental results. One entry outlines an example project setup that uses webpack alongside svelte-loader and EJS to inline SVG assets. A second entry similarly describes another example project that also relies on a webpack-based workflow and inlining SVG content through the same toolchain components. Together, the sources indicate that the Distill material uses practical, code-oriented demonstrations to support discussion of robust versus non-robust features in the context of adversarial examples. However, the supplied summaries do not include specific model behaviors, quantitative findings, or experimental details. The information available therefore characterizes the posts primarily as illustrative examples supporting the broader conceptual discussion of robust feature leakage and non-robust features.
Distill discusses “Adversarial Examples Are Not Bugs, They Are Features” and robust feature leakage
Distill publishes discussion related to the paper “Adversarial Examples Are Not Bugs, They Are Features,” focusing on how models can exhibit “feature leakage” and how some learned features may be non-...
- Both Distill sources discuss the themes in or around “Adversarial Examples Are Not Bugs, They Are Features.”
- Both highlight the idea of robust versus non-robust features, including discussion of feature leakage.
- One Distill post describes an example project using webpack, svelte-loader, and EJS to inline SVGs.
- The other Distill post describes a second example project using a similar webpack and loader approach to inline SVGs.
- The provided summaries focus on illustrative example setups rather than reporting quantitative experimental results.
An example project using webpack and svelte-loader and ejs to inline SVGs
6 years agoAn example project using webpack and svelte-loader and ejs to inline SVGs
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