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T茅l茅com Paris, Institut Polytechnique de Paris
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Direct manipulation of latent spaces in diffusion models can lead to severe visual artifacts, but using sparse autoencoders for semantic detection offers a cleaner alternative for object erasure.
Unlock CLIP's black box: EZPC reveals the "why" behind zero-shot image recognition by grounding predictions in human-understandable concepts, without sacrificing accuracy.