Dataset pruning for ImageNet and LAION-2B.
☆81Jul 5, 2024Updated 2 years ago
Alternatives and similar repositories for Dataset-Pruning
Users that are interested in Dataset-Pruning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A collection of visual instruction tuning datasets.☆77Mar 14, 2024Updated 2 years ago
- [ICLR 2024] Real-Fake: Effective Training Data Synthesis Through Distribution Matching☆80Dec 9, 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
- SVIT: Scaling up Visual Instruction Tuning☆168Jun 20, 2024Updated 2 years ago
- ☆22Apr 3, 2026Updated 4 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆18Apr 28, 2024Updated 2 years ago
- Code for CVPR 2024 Oral "Neural Lineage"☆17Jun 18, 2024Updated 2 years ago
- [NeurIPS2023] "Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning" by Yihua Zhang*, Yimeng Zhang*,…☆14Oct 12, 2023Updated 2 years ago
- Official Code for Dataset Distillation using Neural Feature Regression (NeurIPS 2022)☆48Nov 12, 2022Updated 3 years ago
- ☆30Apr 12, 2024Updated 2 years ago
- You Only Condense Once: Two Rules for Pruning Condensed Datasets (NeurIPS 2023)☆17Jul 30, 2026Updated 2 weeks ago
- A family of lightweight multimodal models.☆1,052Nov 18, 2024Updated last year
- Data distillation benchmark☆73Jun 13, 2025Updated last year
- ☆91Jan 22, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [CVPR2024] Efficient Dataset Distillation via Minimax Diffusion☆104Mar 22, 2024Updated 2 years ago
- The code of the paper "Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation" (CVPR2023)☆40Mar 25, 2023Updated 3 years ago
- [CVPR 2024] On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm☆85Feb 24, 2025Updated last year
- STVQA and TextVQA OCR results from Amazon Text in Image pipeline☆12Jul 18, 2022Updated 4 years ago
- ☆33Mar 24, 2023Updated 3 years ago
- PyTorch implementation of paper "Sparse Parameterization for Epitomic Dataset Distillation" in NeurIPS 2023.☆20Jun 28, 2024Updated 2 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
- ☆42Sep 5, 2023Updated 2 years ago
- [ECCV2024] Vista3D: Unravel the 3D Darkside of a Single Image☆57Sep 19, 2024Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Vico: Compositional Video Generation as Flow Equalization☆59Nov 15, 2024Updated last year
- Lossless Training Speed Up by Unbiased Dynamic Data Pruning☆347Sep 24, 2024Updated last year
- ☆43Sep 21, 2023Updated 2 years ago
- Official PyTorch Implementation for the "Distilling Datasets Into Less Than One Image" paper.☆39Jun 6, 2024Updated 2 years ago
- Efficient Dataset Distillation by Representative Matching☆114Feb 28, 2024Updated 2 years ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆92Feb 14, 2025Updated last year
- ☆57Mar 19, 2025Updated last year
- DreamGaussian with 2D-GS☆12Oct 10, 2024Updated last year
- ☆15Apr 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.
- Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)☆115Oct 18, 2023Updated 2 years ago
- Awesome coreset/core-set/subset/sample selection works.☆183Jun 30, 2024Updated 2 years ago
- [ICCV2023] Dataset Quantization☆261Jan 6, 2024Updated 2 years ago
- A curated list of awesome papers on dataset distillation and related applications.☆1,967Updated this week
- Based on the WACV 2020 paper - Fine Grained Classification and Retrieval by Combining Visual and Locally Pooled Textual Features☆25Nov 15, 2021Updated 4 years ago
- ☆14Dec 13, 2024Updated last year
- Code for ECCV 2022 paper “Learning with Recoverable Forgetting”☆21Jul 27, 2022Updated 4 years ago