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EditBridge achieves ultra-high-resolution image editing at 4K with a speedup of up to 8.4 times, while maintaining high fidelity and perceptual quality.
Naive matching in diffusion distillation can inadvertently amplify errors due to hidden information in teacher models, leading to a surprising failure mode called Negative Branch Asymmetry.
Squeeze up to 50 distinct image editing effects, plus few-shot generation, into a single LoRA without sacrificing quality.
