Soft-Label Dataset Distillation and Text Dataset Distillation
☆74Nov 17, 2022Updated 3 years ago
Alternatives and similar repositories for dataset-distillation
Users that are interested in dataset-distillation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Open-source code for paper "Dataset Distillation"☆825Jun 17, 2025Updated last year
- Implementation of "Dataset Distillation with Attention Labels for fine-tuning BERT" (accepted by ACL2023 main (short))☆23Jan 8, 2024Updated 2 years ago
- ☆41Nov 19, 2022Updated 3 years ago
- Dataset Condensation (ICLR21 and ICML21)☆542Nov 27, 2023Updated 2 years ago
- Implementaiton of "DiLM: Distilling Dataset into Language Model for Text-level Dataset Distillation" (accepted by NAACL2024 Findings)".☆28Feb 10, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆91Jan 22, 2023Updated 3 years ago
- FedD3: Federated Learning via Decentralized Dataset Distillation☆30Apr 8, 2023Updated 3 years ago
- A curated list of awesome papers on dataset distillation and related applications.☆1,950Jun 21, 2026Updated last week
- Bias Benchmark for Natural Language Inference. Code repo for the Findings of NAACL 2022 paper "On Measuring Social Biases in Prompt-Based…☆15Apr 28, 2022Updated 4 years ago
- A codebase for ACL 2023 paper: Mitigating Label Biases for In-context Learning☆10Aug 4, 2023Updated 2 years ago
- Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"☆440Jul 16, 2024Updated last year
- ☆13Mar 25, 2022Updated 4 years ago
- [ NeurIPS '22 ] ∞-AE model's implementation in JAX. Kernel-only method outperforms complicated SoTA models with a closed-form solution an…☆56Jun 8, 2023Updated 3 years ago
- ☆10Oct 23, 2021Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)☆115Oct 18, 2023Updated 2 years ago
- ☆65Dec 30, 2024Updated last year
- Distilling Dataset into Generative Models☆54Mar 15, 2023Updated 3 years ago
- This repository is the official implementation of Dataset Condensation with Contrastive Signals (DCC), accepted at ICML 2022.☆22Jun 8, 2022Updated 4 years ago
- Code for SelfAugment☆27Dec 16, 2020Updated 5 years ago
- An Efficient Dataset Condensation Plugin and Its Application to Continual Learning. NeurIPS, 2023.☆12Nov 29, 2023Updated 2 years ago
- ☆17Jun 14, 2024Updated 2 years ago
- This is a method of dataset condensation, and it has been accepted by CVPR-2022.☆73Dec 12, 2023Updated 2 years ago
- Pytorch implementation of ICML-2024 "Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching"☆26Jun 23, 2024Updated 2 years 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.
- Efficient Dataset Distillation by Representative Matching☆114Feb 28, 2024Updated 2 years ago
- ☆24Jan 20, 2021Updated 5 years ago
- ☆10Oct 10, 2022Updated 3 years ago
- Pytorch implementation of CVPR2021 paper: SuperMix: Supervising the Mixing Data Augmentation☆92Jan 6, 2022Updated 4 years ago
- ICLR 2024, Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching☆108May 23, 2024Updated 2 years ago
- Official implementation of "Private Set Generation with Discriminative Information" (NeurIPS 2022)☆18Aug 14, 2023Updated 2 years ago
- Code and datasets for the paper "Can Pre-trained Language Models Interpret Similes as Smart as Human?" (ACL 2022)☆14Jan 4, 2023Updated 3 years ago
- Code for paper: KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier☆26Dec 5, 2021Updated 4 years ago
- MICCAI2023. "One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation"☆19Jan 24, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [EMNLP 2022] Code for our paper “ZeroGen: Efficient Zero-shot Learning via Dataset Generation”.☆47Feb 18, 2022Updated 4 years ago
- ☆12Nov 19, 2022Updated 3 years ago
- [ICLR 2024] Real-Fake: Effective Training Data Synthesis Through Distribution Matching☆79Dec 9, 2023Updated 2 years ago
- Official Code for Dataset Distillation using Neural Feature Regression (NeurIPS 2022)☆48Nov 12, 2022Updated 3 years ago
- The contrastive token loss function for reducing generative repetition of autoregressive neural language models.☆13May 11, 2022Updated 4 years ago
- [ICLR2026] The official repository for the CodeGym project: "Generalizable End-to-End Tool-Use RL with Synthetic CodeGym"☆31Oct 14, 2025Updated 8 months ago
- Guiding Attention for Self-Supervised Learning with Transformers☆12Feb 8, 2023Updated 3 years ago