
KAIST researchers built Upsample Anything, a training-free method that reconstructs high-resolution visual features from compressed image data. It improves GPU memory efficiency by up to 16 times while restoring detail close to the original. The approach targets on-device AI where memory and thermal headroom are limited.
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