Metrics for "Beyond neural scaling laws: beating power law scaling via data pruning " (NeurIPS 2022 Outstanding Paper Award)
☆58Apr 24, 2023Updated 3 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of Beyond Neural Scaling beating power laws for deep models and prototype-based models☆34Oct 30, 2025Updated 7 months ago
- ☆10May 21, 2026Updated last week
- The official implementation of paper "Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning" （CVPR …☆21Aug 20, 2024Updated last year
- ☆42Sep 21, 2023Updated 2 years ago
- Data Valuation without Training of a Model, submitted to ICLR'23☆22Dec 30, 2022Updated 3 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.
- ☆112Jun 20, 2023Updated 2 years ago
- Awesome coreset/core-set/subset/sample selection works.☆183Jun 30, 2024Updated last year
- Code for coreset selection methods☆254Feb 27, 2023Updated 3 years ago
- ☆11Dec 20, 2020Updated 5 years ago
- Data for "Datamodels: Predicting Predictions with Training Data"☆96May 25, 2023Updated 3 years ago
- [NeurIPS2023] "Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning" by Yihua Zhang*, Yimeng Zhang*,…☆14Oct 12, 2023Updated 2 years ago
- The implementation of Learning Instance and Task-Aware Dynamic Kernels for Few Shot Learning☆13Apr 14, 2024Updated 2 years ago
- ☆62Jun 8, 2021Updated 4 years ago
- A Survey of Dataset Refinement for Problems in Computer Vision Datasets☆34Sep 12, 2025Updated 8 months 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.
- ☆27Dec 15, 2024Updated last year
- ☆13Jul 19, 2022Updated 3 years ago
- [ICCV2023] Dataset Quantization☆263Jan 6, 2024Updated 2 years ago
- Official code base for NeurIPS 2021 SVRHM Workshop poster "On the use of Cortical Magnification and Saccades as Biological Proxies for Da…☆14Jun 28, 2023Updated 2 years ago
- Benchmark and analysis of 165 pretrained SSL models. Code for "Evaluating Self-Supervised Learning via Risk Decomposition".☆14Jul 26, 2023Updated 2 years ago
- Official Code for Dataset Distillation using Neural Feature Regression (NeurIPS 2022)☆48Nov 12, 2022Updated 3 years ago
- Papers about training data quality management for ML models.☆120May 8, 2026Updated 3 weeks ago
- ☆23Apr 5, 2023Updated 3 years ago
- AAAI 2024, M3D: Dataset Condensation by Minimizing Maximum Mean Discrepancy☆26Mar 2, 2024Updated 2 years 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.
- Background resampling for out-of-distribution detection☆13Mar 27, 2020Updated 6 years ago
- ☆12Oct 23, 2022Updated 3 years ago
- Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)☆116Oct 18, 2023Updated 2 years ago
- Code for the paper "Efficient Dataset Distillation using Random Feature Approximation"☆37Feb 24, 2023Updated 3 years ago
- ☆21Feb 10, 2025Updated last year
- Official Code Repository for [AutoScale📈: Scale-Aware Data Mixing for Pre-Training LLMs] Published as a conference paper at **COLM 2025*…☆14Aug 8, 2025Updated 9 months ago
- PyTorch implementation of the paper "Discovering and Explaining the Representation Bottleneck of DNNs" (ICLR 2022 Oral)☆37Oct 30, 2024Updated last year
- [Roadmap] Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling☆106May 13, 2026Updated 2 weeks ago
- ☆97Jan 14, 2021Updated 5 years 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.
- Official PyTorch implementation of "Loss-Curvature Matching for Dataset Selection and Condensation" (AISTATS 2023)☆22Mar 14, 2023Updated 3 years ago
- Code for "SemDeDup", a simple method for identifying and removing semantic duplicates from a dataset (data pairs which are semantically s…☆153Oct 1, 2023Updated 2 years ago
- Code Repository for the NeurIPS 2022 paper: "Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights".☆18Jul 10, 2024Updated last year
- [CVPR2024] Efficient Dataset Distillation via Minimax Diffusion☆103Mar 22, 2024Updated 2 years ago
- Fast and differentiable hidden Markov model in C++☆19Jan 20, 2023Updated 3 years ago
- [TMLR] Official PyTorch implementation of paper "Efficient Quantization-aware Training with Adaptive Coreset Selection"☆39Aug 20, 2024Updated last year
- Host CIFAR-10.2 Data Set☆13Sep 22, 2021Updated 4 years ago