rgeirhos / dataset-pruning-metricsView external linksLinks
Metrics for "Beyond neural scaling laws: beating power law scaling via data pruning " (NeurIPS 2022 Outstanding Paper Award)
☆57Apr 24, 2023Updated 2 years ago
Alternatives and similar repositories for dataset-pruning-metrics
Users that are interested in dataset-pruning-metrics are comparing it to the libraries listed below
Sorting:
- ☆10Oct 20, 2023Updated 2 years ago
- The official implementation of paper "Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning" （CVPR …☆22Aug 20, 2024Updated last year
- ☆43Oct 13, 2023Updated 2 years ago
- Data Valuation without Training of a Model, submitted to ICLR'23☆22Dec 30, 2022Updated 3 years ago
- ☆41Sep 21, 2023Updated 2 years ago
- ☆31Mar 24, 2023Updated 2 years ago
- ☆112Jun 20, 2023Updated 2 years ago
- Awesome coreset/core-set/subset/sample selection works.☆182Jun 30, 2024Updated last year
- Data for "Datamodels: Predicting Predictions with Training Data"☆97May 25, 2023Updated 2 years ago
- Code for coreset selection methods☆255Feb 27, 2023Updated 2 years ago
- The implementation of Learning Instance and Task-Aware Dynamic Kernels for Few Shot Learning☆13Apr 14, 2024Updated last year
- ☆12Dec 20, 2020Updated 5 years ago
- AAAI 2024, M3D: Dataset Condensation by Minimizing Maximum Mean Discrepancy☆25Mar 2, 2024Updated last year
- ☆27Dec 15, 2024Updated last year
- This is an implementation of the paper "Are We Done with Object-Centric Learning?"☆12Sep 11, 2025Updated 5 months ago
- ☆10Dec 12, 2023Updated 2 years ago
- Official Code for Dataset Distillation using Neural Feature Regression (NeurIPS 2022)☆48Nov 12, 2022Updated 3 years ago
- Model Zoos published at the NeurIPS 2022 Dataset & Benchmark track: "Model Zoos: A Dataset of Diverse Populations of Neural Network Model…☆58Oct 2, 2025Updated 4 months ago
- Compress conventional Vision-Language Pre-training data☆53Sep 22, 2023Updated 2 years ago
- Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)☆116Oct 18, 2023Updated 2 years ago
- ☆13Jul 19, 2022Updated 3 years ago
- Host CIFAR-10.2 Data Set☆13Sep 22, 2021Updated 4 years ago
- Official Code for MIMETIC^2☆13Nov 19, 2024Updated last year
- ☆16Dec 7, 2021Updated 4 years ago
- You Only Condense Once: Two Rules for Pruning Condensed Datasets (NeurIPS 2023)☆15Nov 18, 2023Updated 2 years ago
- Fast and differentiable hidden Markov model in C++☆19Jan 20, 2023Updated 3 years ago
- A lightweight didactic library of kernel methods using the back-end JAX.☆12Mar 8, 2023Updated 2 years ago
- Background resampling for out-of-distribution detection☆13Mar 27, 2020Updated 5 years ago
- Official Code Repository for [AutoScale📈: Scale-Aware Data Mixing for Pre-Training LLMs] Published as a conference paper at **COLM 2025*…☆13Aug 8, 2025Updated 6 months ago
- [NeurIPS2023] "Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning" by Yihua Zhang*, Yimeng Zhang*,…☆14Oct 12, 2023Updated 2 years ago
- ☆36Jul 14, 2022Updated 3 years ago
- [ICLR 2022] "Sparsity Winning Twice: Better Robust Generalization from More Efficient Training" by Tianlong Chen*, Zhenyu Zhang*, Pengjun…☆40Mar 20, 2022Updated 3 years ago
- Code for "SemDeDup", a simple method for identifying and removing semantic duplicates from a dataset (data pairs which are semantically s…☆151Oct 1, 2023Updated 2 years ago
- [ICCV2023] Dataset Quantization☆263Jan 6, 2024Updated 2 years ago
- ☆14Mar 1, 2019Updated 6 years ago
- ☆17Apr 17, 2024Updated last year
- The official implementation of NeurIPS 2021 paper: Finding Optimal Tangent Points for Reducing Distortions of Hard-label Attacks☆17Jul 4, 2023Updated 2 years ago
- Embedded segmental K-means (ES-KMeans) in Python.☆14Apr 22, 2024Updated last year
- Improving the Fairness of Chest X-ray Classifiers☆14Mar 24, 2022Updated 3 years ago