Projects sharing features with BeCarefulOfYournaoke BPS

Fast and Accurate Data Residual Matching for Dataset Distillation

Peng Sun, Bei Shi, Daiwei Yu, Tao Lin

Zhiheng Ma , Anjia Cao , Funing Yang , Yihong Gong , Xing Wei

Offical Implementation of our research:

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

Project Page | Paper

arXiv   Distilled Dataset

This is a collection of our work targeted at large-scale dataset distillation.

Left : Overview of dataset distillation paradigms. The first illustrates the traditional one instance for one class'' approach, where each instance is optimized exclusively for its pre-assigned label, creating implicit class barriers. The second illustrates our INFER method, designed for one…