Summarize Massive Datasets using Submodular Optimization
☆131May 14, 2025Updated last year
Alternatives and similar repositories for submodlib
Users that are interested in submodlib are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Efficiently search and mine for specific (targeted) classes/slices in your dataset to improve model performance and personalize your mode…☆20Nov 17, 2023Updated 2 years ago
- DISTIL: Deep dIverSified inTeractIve Learning. An active/inter-active learning library built on py-torch for reducing labeling costs.☆156Feb 5, 2023Updated 3 years ago
- SPEAR: Programmatically label and build training data quickly.☆113Jun 27, 2024Updated 2 years ago
- Reduce end to end training time from days to hours (or hours to minutes), and energy requirements/costs by an order of magnitude using co…☆351May 24, 2023Updated 3 years ago
- [ECCV 2022] "TALISMAN: Targeted Active Learning for Object Detection with Rare Classes and Slices using Submodular Mutual Information" by…☆11Sep 21, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Data-efficient Training of Machine Learning Models☆71Dec 7, 2020Updated 5 years ago
- An implementation of "Subspace Representations for Soft Set Operations and Sentence Similarities" (NAACL 2024)☆10May 31, 2024Updated 2 years ago
- Learning directional fields with applications☆10May 12, 2020Updated 6 years ago
- Python Implementation of STreeD: Dynamic Programming Approach for Optimal Decision Trees with Separable objectives and Constraints☆22Jul 16, 2026Updated last week
- Submodular Subset Selection for Active Domain Adaptation (ICCV 2021)☆15Feb 16, 2023Updated 3 years ago
- Code for ICLR 2019 Paper, "MAX-MIG: AN INFORMATION THEORETIC APPROACH FOR JOINT LEARNING FROM CROWDS"☆25Jun 6, 2023Updated 3 years ago
- Not All Poisons are Created Equal: Robust Training against Data Poisoning (ICML 2022)☆22Aug 8, 2022Updated 3 years ago
- PyTorch Implementation of the Deep k-Nearest-Neighbors algorithm, https://arxiv.org/abs/1803.04765☆16Aug 18, 2020Updated 5 years ago
- Code for the paper "Multitasking Framework for Unsupervised Simple Definition Generation" on ACL 2022.☆17Aug 17, 2022Updated 3 years ago
- 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.
- Code for embedding and retrieval research.☆16Oct 24, 2023Updated 2 years ago
- Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants☆16Apr 23, 2026Updated 3 months ago
- ☆16Mar 2, 2026Updated 4 months ago
- A package for tree-based statistical estimation and inference using optimal decision trees.☆42Jul 22, 2026Updated last week
- Efficient Conditionally Invariant Representation Learning (ICLR 2023, Oral)☆21Nov 27, 2022Updated 3 years ago
- PyTorch implementation of FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence☆12Aug 11, 2021Updated 4 years ago
- Code for computing Hypergraph Co-Optimal Transport distances☆17Jan 19, 2023Updated 3 years ago
- We investigated corruption robustness across different architectures including Convolutional Neural Networks, Vision Transformers, and th…☆16Oct 28, 2021Updated 4 years ago
- [ACL2024 Findings]DMoERM: Recipes of Mixture-of-Experts for Effective Reward Modeling☆17Jun 6, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Graph matching and clustering by comparing heat kernels via optimal transport.☆26Dec 8, 2022Updated 3 years ago
- Awesome coreset/core-set/subset/sample selection works.☆184Jun 30, 2024Updated 2 years ago
- ☆12Aug 26, 2024Updated last year
- Euclidean Wasserstein-2 optimal transportation☆48Aug 19, 2023Updated 2 years ago
- CSS-LM: Contrastive Semi-supervised Fine-tuning of Pre-trained Language Models☆11Jul 1, 2023Updated 3 years ago
- Towards Visual Explanations for Convolutional Neural Networks via Input Resampling☆13Aug 16, 2017Updated 8 years ago
- Demo of diffusion models #DDPM applied to molecular dynamics of small peptide☆14Jan 26, 2024Updated 2 years ago
- [NeurIPS 2023] Towards Free Data Selection with General-Purpose Models☆43Mar 14, 2025Updated last year
- [ICML2023] InfoOT: Information Maximizing Optimal Transport☆41Apr 27, 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.
- Reusable BatchBALD implementation☆77Feb 28, 2024Updated 2 years ago
- Framework for probing tasks☆31Mar 24, 2024Updated 2 years ago
- [IJCAI'25] Bandit-based Adaptive Large-Neighborhood Search☆22Jun 25, 2026Updated last month
- MNIST files in PNG format☆18May 29, 2022Updated 4 years ago
- ☆12Jul 25, 2024Updated 2 years ago
- A framework for majority vote classifiers allowing for computation of PAC Bayesian risk bounds.☆13Feb 9, 2023Updated 3 years ago
- ☆17Jan 15, 2025Updated last year