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SsnL avatar

SsnL/dataset-distillation

0
View on GitHub↗
825 stars·125 forks·Python·MIT·11 viewsssnl.github.io/dataset_distillation↗

Dataset Distillation

Project Page | Paper

Features

  • Foundational Research - Introduces the foundational concept of dataset distillation.

Star history

Star history chart for ssnl/dataset-distillationStar history chart for ssnl/dataset-distillation

How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.

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Frequently asked questions

What does ssnl/dataset-distillation do?

Project Page | Paper

What are the main features of ssnl/dataset-distillation?

The main features of ssnl/dataset-distillation are: Foundational Research.

Which projects share features with ssnl/dataset-distillation?

Projects with overlapping indexed features include: andyj1/mdm — Official implementation of Multimodal Distribution Matching for Vision-Language Dataset Distillation, a method for… becarefulofyournaoke/bps — This repo contains PyTorch implementation of Balanced Dataset Distillation via Modeling Multiple Visual Pattern… hips/hypergrad — Source code for http://arxiv.org/abs/1502.03492. sindresorhus/awesome — This project is a community-maintained directory that serves as a comprehensive index of software tools, frameworks,…

Projects sharing features with Dataset Distillation

These projects share indexed features with Dataset Distillation. Shared tags can include platform or build tooling; verify the primary use case before treating a result as a replacement.
  • andyj1/mdmA

    andyj1/mdm

    0View on GitHub↗

    Official implementation of Multimodal Distribution Matching for Vision-Language Dataset Distillation, a method for condensing a large vision-language dataset into smaller synthetic sets while preserving its downstream performance.

    View on GitHub↗0
  • becarefulofyournaoke/bpsB

    BeCarefulOfYournaoke/BPS

    0View on GitHub↗

    This repo contains PyTorch implementation of Balanced Dataset Distillation via Modeling Multiple Visual Pattern Distribution (BPS, CVPR 2026). BPS produces a pattern-balanced condensed dataset via modeling the multiple visual pattern distribution within each class. This repo contains code for…

    View on GitHub↗0
  • hips/hypergradHIPS avatar

    HIPS/hypergrad

    297View on GitHub↗

    Source code for http://arxiv.org/abs/1502.03492

    Python
    View on GitHub↗297
  • sindresorhus/awesomesindresorhus avatar

    sindresorhus/awesome

    476,211View on GitHub↗

    This project is a community-maintained directory that serves as a comprehensive index of software tools, frameworks, and educational materials. It functions as an open-source knowledge base, organizing diverse engineering domains and technical resources into a structured taxonomy to assist developers in discovering high-quality content. The directory distinguishes itself through a decentralized peer-review model, where independent contributors curate, verify, and update entries to ensure accuracy and relevance. All information is stored in a version-controlled, flat-file markdown format, whic

    awesomeawesome-listlists
    View on GitHub↗476,211