A curated list of awesome papers on dataset reduction, including dataset distillation (dataset condensation) and dataset pruning (coreset selection).
☆61Jan 14, 2025Updated last year
Alternatives and similar repositories for Awesome-Dataset-Reduction
Users that are interested in Awesome-Dataset-Reduction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- (NeurIPS 2025 🔥) Official implementation for "Efficient Multi-modal Large Language Models via Progressive Consistency Distillation"☆48Feb 11, 2026Updated 2 months ago
- Exploiting Inter-sample and Inter-feature Relations in Dataset Distillation (CVPR24)☆11Jun 16, 2024Updated last year
- Official PyTorch code for ICLR 2025 paper "Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Models"☆23Mar 4, 2025Updated last year
- An Easy and Unified Interface for Robots (and Grippers, etc.)☆13Nov 7, 2024Updated last year
- Official PyTorch implementation of the paper "Dataset Distillation with Neural Characteristic Function: A Minmax Perspective" (NCFM) in C…☆412Dec 20, 2025Updated 4 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICLR 2025 Spotlight] Code release for "Sharpness-Aware Minimization Efficiently Selects Flatter Minima Late In Training"☆18Feb 20, 2025Updated last year
- Pytorch implementation of OCFGAN-GP (CVPR 2020, Oral).☆15Apr 3, 2020Updated 6 years ago
- [ICML 2024] Code release for "On the Emergence of Cross-Task Linearity in Pretraining-Finetuning Paradigm"☆11Feb 20, 2025Updated last year
- You Only Condense Once: Two Rules for Pruning Condensed Datasets (NeurIPS 2023)☆16Nov 18, 2023Updated 2 years ago
- Socratic-Zero is a fully autonomous framework that generates high-quality training data for mathematical reasoning☆36Oct 26, 2025Updated 6 months ago
- ☆17Jun 14, 2024Updated last year
- ☆44Oct 13, 2023Updated 2 years ago
- [ICLR 2025] "Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond"☆16Feb 27, 2025Updated last year
- [EMNLP 2025 main 🔥] Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"☆117Oct 12, 2025Updated 6 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 基于聚类算法Kmeans和HAC进行的图像分割实验。☆10Sep 8, 2021Updated 4 years ago
- Official PyTorch implementation of "Loss-Curvature Matching for Dataset Selection and Condensation" (AISTATS 2023)☆22Mar 14, 2023Updated 3 years ago
- GameVerse: Can Vision-Language Models Learn from Video-based Reflection?☆46Mar 26, 2026Updated last month
- [ICRA 2025] CAGE: Causal Attention Enables Data-Efficient Generalizable Robotic Manipulation☆36Jan 14, 2025Updated last year
- [NeurIPS‘2021] "MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge", Geng Yuan, Xiaolong Ma, Yanzhi Wang et al…☆17Mar 16, 2022Updated 4 years ago
- NeurIPS 2020 Spotlight Paper☆13Dec 20, 2021Updated 4 years ago
- ☆29Apr 6, 2026Updated last month
- This repository is the official implementation of Dataset Condensation with Contrastive Signals (DCC), accepted at ICML 2022.☆22Jun 8, 2022Updated 3 years ago
- 分别使用KNN和SVM在CIFAR10数据集上进行物体分类任务,后续加入了HOG特征提取对图像做预处理,提高SVM的分类性能。☆15Sep 8, 2021Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Data and Baselines for AStitchInLanguageModels dataset☆12Oct 31, 2022Updated 3 years ago
- Preview code of ECCV'24 paper "Distill Gold from Massive Ores" (BiLP)☆25Jul 6, 2024Updated last year
- (ICLR 2026 🔥) Code for "The Devil behind the mask: An emergent safety vulnerability of Diffusion LLMs"☆76Feb 9, 2026Updated 2 months ago
- ☆29Jun 12, 2023Updated 2 years ago
- several examples of the learning of the java☆11Nov 22, 2023Updated 2 years ago
- torch.optim.lr_scheduler☆10Mar 17, 2020Updated 6 years ago
- This repository is a pytorch implementation of interpretable compositional convolutional neural networks.☆22May 24, 2023Updated 2 years ago
- A curated list of awesome papers on dataset distillation and related applications.☆1,929Apr 28, 2026Updated last week
- [ICCV 2023] DataDAM: Efficient Dataset Distillation with Attention Matching☆34Jun 20, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Enhaced version of Wikiextrator: A wikipedia dumps extractor☆28Sep 17, 2025Updated 7 months ago
- Implementation of Mutan+ArticleNet on OKVQA☆10Jan 11, 2021Updated 5 years ago
- Not All Patches Are Equal: Hierarchical Dataset Condensation for Single Image Super-Resolution☆11May 7, 2024Updated last year
- [IROS 2024] 📈 RISE: 3D Perception Makes Real-World Robot Imitation Simple and Effective☆150Nov 29, 2025Updated 5 months ago
- The official implementation for paper: Vision-Language Models are Strong Noisy Label Detectors☆18Mar 31, 2025Updated last year
- Official code of "ALIM: Adjusting Label Importance Mechanism for Noisy Partial Label Learning"☆23Sep 25, 2023Updated 2 years ago
- ☆11Jul 30, 2025Updated 9 months ago