Dislocation 发表于 2025-3-25 05:56:34

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不可知论 发表于 2025-3-25 09:10:42

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DNR215 发表于 2025-3-25 15:28:39

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Connotation 发表于 2025-3-25 19:29:20

Abstract Factory (Abstract Factory),n a Unet by exploiting the DDPM training objective, and then fine-tune the resulting model on a segmentation task. Our experimental results on the segmentation of dental radiographs demonstrate that the proposed method is competitive with state-of-the-art pre-training methods.

PURG 发表于 2025-3-25 22:00:46

Privacy Distillation: Reducing Re-identification Risk of Diffusion Modelsy risk; (iii) training a second diffusion model on the filtered synthetic data only. We showcase that datasets sampled from models trained with Privacy Distillation can effectively reduce re-identification risk whilst maintaining downstream performance.

absorbed 发表于 2025-3-26 02:12:59

Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image Synthesis datasets. To detect potential memorization of training samples, we utilize self-supervised models based on contrastive learning. Our results suggest that such latent diffusion models indeed memorize training data, and there is a dire need for devising strategies to mitigate memorization.

发炎 发表于 2025-3-26 05:55:41

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乐章 发表于 2025-3-26 12:33:45

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听觉 发表于 2025-3-26 16:05:55

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全部 发表于 2025-3-26 17:41:02

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查看完整版本: Titlebook: Deep Generative Models; Third MICCAI Worksho Anirban Mukhopadhyay,Ilkay Oksuz,Yixuan Yuan Conference proceedings 2024 The Editor(s) (if app