Influence Function Based Second-Order Channel Pruning-Evaluating True Loss Changes For Pruning Is Possible Without Retraining vs GFPGAN Face Restoration: Replicate API, Local Setup, and Limits

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Influence Function Based Second-Order Channel Pruning-Evaluating True Loss Changes For Pruning Is Possible Without Retraining
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Influence Function Based Second-Order Channel Pruning-Evaluating True Loss Changes For Pruning Is Possible Without Retraining

It motivates us to develop a technique to evaluate true loss changes without retraining, with which channels to prune can be selected more reliably and confidently.

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GFPGAN Face Restoration: Replicate API, Local Setup, and Limits
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GFPGAN Face Restoration: Replicate API, Local Setup, and Limits

A practical guide to GFPGAN for restoring low-quality faces, including Replicate access, local installation, model choices, and identity limitations.

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Photo to Video is an AI image-to-video generator for animating photos, artwork, portraits, and product images with leading video models and optional motion prompts.