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They only found images that had been replicated 100+ times in Stable Diffusion's training set. Stable Diffusion did a poor job deduplicating.
by zone411 4y ago
They only found images that had been replicated 100+ times in Stable Diffusion's training set. Stable Diffusion did a poor job deduplicating.
- toss1 4y agoYup; you identify a new mode of failure! If it cannot recognize one image as identical to another, it ends up overtraining and over-generalizing on the dups.... Again, showing zero of anything resembling abstract understanding; merely a statistical correlation of blobs within each image with the text, e.g., finding the common set of pixels in each image that corresponds to "astronaut" and filtering out the rest. Obviously, this is far more useful than color-key-deletion or whole-image search. But, it isn't intelligent abstraction.