Lossless Training Speed Up by Unbiased Dynamic Data Pruning
☆346Sep 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☆262Jan 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☆108May 23, 2024Updated last year
- ☆24Oct 14, 2022Updated 3 years ago
- Data distillation benchmark☆72Jun 13, 2025Updated 10 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.
- We introduce a novel approach for parameter generation, named neural network parameter diffusion (p-diff), which employs a standard laten…☆887Jan 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
- The official implementation of "Helen: Optimizing CTR Prediction Models with Frequency-wise Hessian Eigenvalue Regularization"☆16Mar 14, 2024Updated 2 years ago
- [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
- (NeurIPS 2023 spotlight) Large-scale Dataset Distillation/Condensation, 50 IPC (Images Per Class) achieves the highest 60.8% on original …☆139Nov 15, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 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.☆80Sep 24, 2025Updated 7 months ago
- Prioritize Alignment in Dataset Distillation☆21Dec 3, 2024Updated last year
- A curated list of awesome papers on dataset distillation and related applications.☆1,924Apr 24, 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
- Efficient and Online Dataset Growth Algorithm (with cleanness and diversity awareness) to deal with growing web data☆20Aug 6, 2024Updated last year
- [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)☆16Nov 18, 2023Updated 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.
- ☆42Sep 21, 2023Updated 2 years ago
- Dataset pruning for ImageNet and LAION-2B.☆80Jul 5, 2024Updated last year
- ☆17Mar 23, 2025Updated last year
- ☆32Mar 24, 2023Updated 3 years ago
- An open-source implementation of Regional Adaptive Sampling (RAS), a novel diffusion model sampling strategy that introduces regional var…☆152Apr 10, 2026Updated 3 weeks 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
- [ACL 2023] The official implementation of "CAME: Confidence-guided Adaptive Memory Optimization"☆98Mar 22, 2025Updated last year
- Code for coreset selection methods☆253Feb 27, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [CVPR 2024] On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm☆83Feb 24, 2025Updated last year
- PyTorch implementation of paper "Sparse Parameterization for Epitomic Dataset Distillation" in NeurIPS 2023.☆20Jun 28, 2024Updated last year
- Awesome coreset/core-set/subset/sample selection works.☆182Jun 30, 2024Updated last year
- The official implementation of paper "Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning" (CVPR …☆21Aug 20, 2024Updated last year
- Exploiting Inter-sample and Inter-feature Relations in Dataset Distillation (CVPR24)☆11Jun 16, 2024Updated last year
- ☆94Mar 26, 2025Updated last year
- ☆14Apr 21, 2023Updated 3 years ago