Lossless Training Speed Up by Unbiased Dynamic Data Pruning
☆347Sep 24, 2024Updated last year
Alternatives and similar repositories for InfoBatch
Users that are interested in InfoBatch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICCV2023] Dataset Quantization☆263Jan 6, 2024Updated 2 years ago
- Efficient Dataset Distillation by Representative Matching☆114Feb 28, 2024Updated 2 years ago
- ICLR 2024, Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching☆106May 23, 2024Updated last year
- Data distillation benchmark☆72Jun 13, 2025Updated 9 months ago
- Distilling Dataset into Generative Models☆54Mar 15, 2023Updated 3 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- We introduce a novel approach for parameter generation, named neural network parameter diffusion (p-diff), which employs a standard laten…☆886Jan 3, 2025Updated last year
- Give us minutes, we give back a faster Mamba. The official implementation of "Faster Vision Mamba is Rebuilt in Minutes via Merged Token …☆40Dec 18, 2024Updated last year
- [ICLR 2023 Spotlight] Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors☆39Jul 7, 2023Updated 2 years ago
- [ICCV 2023] DataDAM: Efficient Dataset Distillation with Attention Matching☆34Jun 20, 2024Updated last year
- This repository organizes the Imagnet1k dataset into 10 coarse classes, where each class consists of semantically similar image categorie…☆22Dec 11, 2023Updated 2 years ago
- The code of the paper "Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation" (CVPR2023)☆40Mar 25, 2023Updated 3 years ago
- [CVPR2024] Efficient Dataset Distillation via Minimax Diffusion☆103Mar 22, 2024Updated 2 years ago
- Metrics for "Beyond neural scaling laws: beating power law scaling via data pruning " (NeurIPS 2022 Outstanding Paper Award)☆58Apr 24, 2023Updated 2 years ago
- (NeurIPS 2023 spotlight) Large-scale Dataset Distillation/Condensation, 50 IPC (Images Per Class) achieves the highest 60.8% on original …☆138Nov 15, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- The official implementation of 《MLLMs-Augmented Visual-Language Representation Learning》☆31Mar 12, 2024Updated 2 years ago
- PyTorch implementation of paper "Dataset Distillation via Factorization" in NeurIPS 2022.☆67Nov 28, 2022Updated 3 years ago
- The official implementation of Recurrent Diffusion for Large-Scale Parameter Generation.☆78Sep 24, 2025Updated 6 months ago
- Prioritize Alignment in Dataset Distillation☆21Dec 3, 2024Updated last year
- A curated list of awesome papers on dataset distillation and related applications.☆1,919Apr 2, 2026Updated last week
- SpeeD: A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training☆190Jan 27, 2025Updated last year
- Official Code for Dataset Distillation using Neural Feature Regression (NeurIPS 2022)☆48Nov 12, 2022Updated 3 years ago
- [CVPR2024 highlight] Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching (G-VBSM)☆28Oct 9, 2024Updated last year
- You Only Condense Once: Two Rules for Pruning Condensed Datasets (NeurIPS 2023)☆15Nov 18, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆42Sep 21, 2023Updated 2 years ago
- ☆10Oct 20, 2023Updated 2 years ago
- Dataset pruning for ImageNet and LAION-2B.☆79Jul 5, 2024Updated last year
- ☆17Mar 23, 2025Updated last year
- ☆32Mar 24, 2023Updated 3 years ago
- [CVPR 2022 Oral] Crafting Better Contrastive Views for Siamese Representation Learning☆290Jun 27, 2022Updated 3 years ago
- Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation☆20Jun 11, 2025Updated 10 months ago
- Code for coreset selection methods☆253Feb 27, 2023Updated 3 years ago
- [AAAI2024] Summarizing Stream Data for Memory-Restricted Online Continual Learning☆21Apr 30, 2024Updated last year
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- [CVPR 2024] On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm☆82Feb 24, 2025Updated last year
- Awesome coreset/core-set/subset/sample selection works.☆181Jun 30, 2024Updated last year
- ☆17May 23, 2023Updated 2 years ago
- Exploiting Inter-sample and Inter-feature Relations in Dataset Distillation (CVPR24)☆11Jun 16, 2024Updated last year
- ☆93Mar 26, 2025Updated last year
- The official implementation of "2024NeurIPS Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation"☆54Dec 30, 2024Updated last year
- ☆14Apr 21, 2023Updated 2 years ago