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he-yang/2025-rethinkdc-imagenet-dwa-ipc-10

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Hugging Face2025-02-11 更新2025-02-15 收录
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https://hf-mirror.com/datasets/he-yang/2025-rethinkdc-imagenet-dwa-ipc-10
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资源简介:
该数据集是为了支持关于数据集压缩和精炼的研究而创建的。它基于论文《重新思考数据集压缩:从标签转移到图像》和《多样性驱动的合成:通过指导权重调整增强数据集精炼》的工作。数据集的创建可能是为了探索如何在压缩数据集时保持图像的多样性,以及如何通过调整权重来优化数据集的精炼过程。

This dataset was created to support research on dataset compression and distillation. It is based on the work from the papers Rethinking Dataset Compression: Shifting Focus From Labels to Images and Diversity-Driven Synthesis: Enhancing Dataset Distillation through Directed Weight Adjustment. The dataset might have been developed to explore how to maintain image diversity during dataset compression and how to optimize the distillation process through weight adjustment.
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