Code for coreset selection methods
☆260Feb 27, 2023Updated 3 years ago
Alternatives and similar repositories for DeepCore
Users that are interested in DeepCore are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Awesome coreset/core-set/subset/sample selection works.☆183Jun 30, 2024Updated 2 years ago
- Reduce end to end training time from days to hours (or hours to minutes), and energy requirements/costs by an order of magnitude using co…☆352May 24, 2023Updated 3 years ago
- ☆114Jun 20, 2023Updated 3 years ago
- Dataset Condensation (ICLR21 and ICML21)☆544Nov 27, 2023Updated 2 years ago
- Metrics for "Beyond neural scaling laws: beating power law scaling via data pruning " (NeurIPS 2022 Outstanding Paper Award)☆58Apr 24, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A curated list of awesome papers on dataset distillation and related applications.☆1,974Sep 3, 2026Updated 2 weeks ago
- ☆33Mar 24, 2023Updated 3 years ago
- ☆91Jan 22, 2023Updated 3 years ago
- Online Coreset Selection for Rehearsal-based Continual Learning, ICLR 2022☆23Oct 19, 2022Updated 3 years ago
- ☆15May 28, 2024Updated 2 years ago
- Prioritize Alignment in Dataset Distillation☆21Dec 3, 2024Updated last year
- Coresets via Bilevel Optimization☆68Nov 2, 2020Updated 5 years ago
- (NeurIPS 2023 spotlight) Large-scale Dataset Distillation/Condensation, 50 IPC (Images Per Class) achieves the highest 60.8% on original …☆141Nov 15, 2024Updated last year
- The code of the paper "Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation" (CVPR2023)☆40Mar 25, 2023Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆65Dec 30, 2024Updated last year
- ☆41Nov 19, 2022Updated 3 years ago
- Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)☆115Oct 18, 2023Updated 2 years ago
- [ICCV 2023] DataDAM: Efficient Dataset Distillation with Attention Matching☆34Jun 20, 2024Updated 2 years ago
- [ICLR 2024] "Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality" by Xuxi Chen*, Yu Yang*, Zhangyang Wang, Baha…☆15May 18, 2024Updated 2 years ago
- [CVPR2024 highlight] Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching (G-VBSM)☆27Oct 9, 2024Updated last year
- ☆27Dec 15, 2024Updated last year
- PyTorch implementation of paper "Sparse Parameterization for Epitomic Dataset Distillation" in NeurIPS 2023.☆20Jun 28, 2024Updated 2 years ago
- A fast, effective data attribution method for neural networks in PyTorch☆245Nov 18, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [CVPR 2024] On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm☆87Feb 24, 2025Updated last year
- Code for the paper "Efficient Dataset Distillation using Random Feature Approximation"☆37Feb 24, 2023Updated 3 years ago
- Implementation of Beyond Neural Scaling beating power laws for deep models and prototype-based models☆35Oct 30, 2025Updated 10 months ago
- You Only Condense Once: Two Rules for Pruning Condensed Datasets (NeurIPS 2023)☆17Jul 30, 2026Updated last month
- A Survey of Dataset Refinement for Problems in Computer Vision Datasets☆34Sep 12, 2025Updated last year
- ICLR 2024, Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching☆108May 23, 2024Updated 2 years ago
- Lossless Training Speed Up by Unbiased Dynamic Data Pruning☆348Sep 24, 2024Updated last year
- [ICCV2023] Dataset Quantization☆260Jan 6, 2024Updated 2 years ago
- Dataset pruning for ImageNet and LAION-2B.☆81Jul 5, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆44Oct 13, 2023Updated 2 years ago
- Data-efficient Training of Machine Learning Models☆71Dec 7, 2020Updated 5 years ago
- ☆15Apr 13, 2023Updated 3 years ago
- Official PyTorch implementation for Frequency Domain-based Dataset Distillation [NeurIPS 2023]☆31May 7, 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
- Open-source code for paper "Dataset Distillation"☆830Jun 17, 2025Updated last year
- Influence Analysis and Estimation - Survey, Papers, and Taxonomy☆90Feb 27, 2024Updated 2 years ago