Code for Active Learning at The ImageNet Scale. This repository implements many popular active learning algorithms and allows training with torch's DDP.
☆54Nov 29, 2021Updated 4 years ago
Alternatives and similar repositories for active_learning
Users that are interested in active_learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆24Jan 27, 2022Updated 4 years ago
- ☆26Dec 14, 2021Updated 4 years ago
- Pytorch ImageNet1k Loader with Bounding Boxes.☆13Jan 23, 2022Updated 4 years ago
- A centralized place for deep thinking code and experiments☆92Aug 9, 2023Updated 3 years ago
- ☆33Nov 27, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official implementation of GOAT model (ICML2023)☆38Jul 3, 2023Updated 3 years ago
- Pytorch Datasets for Easy-To-Hard☆30Jan 9, 2025Updated last year
- ☆54Sep 11, 2021Updated 5 years ago
- The official code for the publication: "The Close Relationship Between Contrastive Learning and Meta-Learning".☆18Sep 19, 2022Updated 4 years ago
- ☆113Sep 23, 2022Updated 4 years ago
- PyTorch Implementation of Temporal Output Discrepancy for Active Learning, ICCV 2021☆40Sep 14, 2022Updated 4 years ago
- Code for "The Intrinsic Dimension of Images and Its Impact on Learning" - ICLR 2021 Spotlight https://openreview.net/forum?id=XJk19XzGq2J☆73Apr 16, 2024Updated 2 years ago
- ☆27Sep 13, 2021Updated 5 years ago
- Official Implementation for PlugIn Inversion☆16Oct 23, 2021Updated 4 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.
- Code for the paper "Understanding Generalization through Visualizations"☆63Jan 15, 2021Updated 5 years ago
- What do we learn from inverting CLIP models?☆58Mar 6, 2024Updated 2 years ago
- Pytorch implementation of Adversarially Robust Distillation (ARD)☆60May 24, 2019Updated 7 years ago
- The official repository of the paper "On the Exploitability of Instruction Tuning".☆71Feb 5, 2024Updated 2 years ago
- Active Learning on a Budget - Opposite Strategies Suit High and Low Budgets☆106Oct 22, 2024Updated last year
- Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching☆118Aug 19, 2024Updated 2 years ago
- Implementations of data poisoning attacks against neural networks and related defenses.☆111Jul 16, 2024Updated 2 years ago
- The official PyTorch implementation - Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent from t…☆82May 5, 2022Updated 4 years ago
- ☆16Jul 17, 2022Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Training vision models with full-batch gradient descent and regularization☆39Feb 14, 2023Updated 3 years ago
- Official repo for Detecting, Explaining, and Mitigating Memorization in Diffusion Models (ICLR 2024)☆80Apr 3, 2024Updated 2 years ago
- ☆23Oct 19, 2022Updated 3 years ago
- An empirical investigation of deep learning theory☆16Oct 3, 2019Updated 6 years ago
- The official implementation of Active Learning by Feature Mixing (ALFA-Mix) paper☆89Nov 27, 2022Updated 3 years ago
- Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach☆282Oct 23, 2018Updated 7 years ago
- ☆52Nov 11, 2024Updated last year
- A fusion of a linear layer and a cross entropy loss, written for pytorch in triton.☆77Aug 2, 2024Updated 2 years ago
- ☆196Oct 12, 2023Updated 2 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.
- Official PyTorch implementation of "PT4AL: Using Self-Supervised Pretext Tasks for Active Learning (ECCV2022)"☆57May 3, 2024Updated 2 years ago
- Breaching privacy in federated learning scenarios for vision and text☆324Jan 24, 2026Updated 8 months ago
- Official implementation of our FLAG paper (CVPR2022)☆143Apr 2, 2022Updated 4 years ago
- Code release for "Clue Me In: Semi-Supervised FGVC with Out-of-Distribution Data".☆13Apr 11, 2022Updated 4 years ago
- A repo for transfer learning with deep tabular models☆104Feb 15, 2023Updated 3 years ago
- Gemstones: A Model Suite for Multi-Faceted Scaling Laws (NeurIPS 2025)☆35Sep 28, 2025Updated 11 months ago
- This repository is the official implementation of Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regulari…☆21Dec 17, 2022Updated 3 years ago