HE-OFT: Privacy-Preserving One-Shot Federated Fine-Tuning under Homomorphic Encryption
HE-OFT fine-tunes models once under multiparty CKKS so no participant receives the trained model.
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Stories tagged #low-rank-adapter
ImIR: Image-Instruction Tuning for All-in-One Image Restoration
ImIR replaces text prompts with image-derived instructions so one Qwen adapter restores many degradations.