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he-yang
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2025-rethinkdc-imagenet-aum-ipc-10

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Dataset used for paper -> "Rethinking Dataset Compression: Shifting Focus From Labels to Images"

Dataset created according to the paper Identifying Mislabeled Data using the Area Under the Margin Ranking.

Basic Usage

from datasets import load_dataset
dataset = load_dataset("he-yang/2025-rethinkdc-imagenet-aum-ipc-10")

For more information, please refer to the Rethinking-Dataset-Compression

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Size of downloaded dataset files:

745 MB

Size of the auto-converted Parquet files:

745 MB

Number of rows:

10,000

Collection including he-yang/2025-rethinkdc-imagenet-aum-ipc-10

Rethinking-Large-scale-Dataset-Compression

Collection

Distilled and pruning datasets used in the paper "Rethinking Large-scale Dataset Compression: Shifting Focus From Labels to Images" • 37 items • Updated Feb 11, 2025

Papers for he-yang/2025-rethinkdc-imagenet-aum-ipc-10

Rethinking Large-scale Dataset Compression: Shifting Focus From Labels to Images

Paper • 2502.06434 • Published Feb 10, 2025 • 1

Identifying Mislabeled Data using the Area Under the Margin Ranking

Paper • 2001.10528 • Published Jan 28, 2020

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