Data-efficient Training of Machine Learning Models
☆71Dec 7, 2020Updated 5 years ago
Alternatives and similar repositories for craig
Users that are interested in craig are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Towards Sustainable Learning: Coresets for Data-efficient Deep Learning☆13Jul 5, 2023Updated 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…☆347May 24, 2023Updated 2 years ago
- [NeurIPS 2020] Coresets for Robust Training of Neural Networks against Noisy Labels☆36May 2, 2021Updated 4 years ago
- Awesome coreset/core-set/subset/sample selection works.☆181Jun 30, 2024Updated last year
- ☆10Jun 12, 2021Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A repo based on XiLin Li's PSGD repo that extends some of the experiments.☆14Oct 7, 2024Updated last year
- Official PyTorch implementation of "Loss-Curvature Matching for Dataset Selection and Condensation" (AISTATS 2023)☆22Mar 14, 2023Updated 3 years ago
- ☆44Oct 13, 2023Updated 2 years ago
- ☆19Jul 1, 2015Updated 10 years ago
- Code for the NeurIPS 2021 paper "Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networkst"☆14Sep 12, 2022Updated 3 years ago
- Path-SGD: Path-Normalized Optimization in Deep Neural Networks☆19Nov 26, 2018Updated 7 years ago
- ☆11Dec 20, 2020Updated 5 years ago
- Code for Sanity-Checking Pruning Methods: Random Tickets can Win the Jackpot☆43Nov 8, 2020Updated 5 years ago
- ☆11Feb 28, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 逻辑回归和单层softmax的解析解☆12Jul 29, 2021Updated 4 years ago
- ☆42Sep 21, 2023Updated 2 years ago
- Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach☆279Oct 23, 2018Updated 7 years ago
- Source code for the Joint Shapley values: a measure of joint feature importance☆12Sep 14, 2021Updated 4 years ago
- Repo for storing and tracking my self-study progress in Machine Learning☆12Oct 25, 2021Updated 4 years ago
- Towards Efficient Shapley Value Estimation via Cross-contribution Maximization☆14Jul 8, 2022Updated 3 years ago
- [CVPR 2025] Official Repository of the paper "On the Consistency of Video Large Language Models in Temporal Comprehension"☆16Oct 13, 2025Updated 6 months ago
- ☆15Mar 1, 2021Updated 5 years ago
- ☆51Nov 11, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Automatic Recall Machines: Internal Replay, Continual Learning and the Brain☆11Jul 14, 2020Updated 5 years ago
- Implementation of Centered Kernel Alignment (CKA)☆10Apr 7, 2021Updated 5 years ago
- implementation of https://arxiv.org/pdf/2312.09299☆21Jul 3, 2024Updated last year
- ☆14Mar 6, 2022Updated 4 years ago
- Metal Surface Defect for Few-shot Classification Using Graph Embedding and Optimal Transport(IEEE TIM)☆17Dec 4, 2022Updated 3 years ago
- PyTorch code for Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings (ICCV 2021)☆44Sep 22, 2023Updated 2 years ago
- State-Relabeling Adversarial Active Learning☆14Aug 17, 2021Updated 4 years ago
- ☆11Apr 4, 2025Updated last year
- A C++ implementation of Walker's Alias Method for quickly sampling from an array with a given probability distribution☆10Mar 16, 2016Updated 10 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Analysis of evidential models☆15Jun 22, 2023Updated 2 years ago
- ☆11Mar 4, 2021Updated 5 years ago
- Continual Evidential Deep Learning ICCVW 2023☆14Nov 3, 2023Updated 2 years ago
- Comparison of gradient estimation techniques for black-box adversarial examples☆11Oct 31, 2018Updated 7 years ago
- Code for the paper "Unbiased Supervised Contrastive Learning" | ICLR 2023 https://openreview.net/forum?id=Ph5cJSfD2XN☆12Sep 22, 2023Updated 2 years ago
- A library of hashing methods for ANN (Approximate Nearest Neighbor) search.☆14Mar 24, 2017Updated 9 years ago
- Coresets via Bilevel Optimization☆68Nov 2, 2020Updated 5 years ago