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
- Generating Potent Poisons and Backdoors from Scratch with Guided Diffusion☆11Apr 1, 2024Updated 2 years ago
- A centralized place for deep thinking code and experiments☆92Aug 9, 2023Updated 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.
- ☆70Feb 17, 2024Updated 2 years ago
- ☆33Nov 27, 2023Updated 2 years ago
- Pytorch Datasets for Easy-To-Hard☆30Jan 9, 2025Updated last year
- ☆54Sep 11, 2021Updated 4 years ago
- ☆113Sep 23, 2022Updated 3 years ago
- PyTorch Implementation of Temporal Output Discrepancy for Active Learning, ICCV 2021☆40Sep 14, 2022Updated 3 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
- A simple and efficient baseline for data attribution☆11Nov 10, 2023Updated 2 years ago
- ☆18Oct 12, 2022Updated 3 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.
- ☆27Sep 13, 2021Updated 4 years ago
- 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
- Active Learning on a Budget - Opposite Strategies Suit High and Low Budgets☆108Oct 22, 2024Updated last year
- The official repository of the paper "On the Exploitability of Instruction Tuning".☆71Feb 5, 2024Updated 2 years ago
- Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching☆118Aug 19, 2024Updated last year
- Implementations of data poisoning attacks against neural networks and related defenses.☆110Jul 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
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆16Jul 17, 2022Updated 4 years ago
- Training vision models with full-batch gradient descent and regularization☆40Feb 14, 2023Updated 3 years ago
- Official repo for Detecting, Explaining, and Mitigating Memorization in Diffusion Models (ICLR 2024)☆80Apr 3, 2024Updated 2 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
- The official PyTorch implementation of recent paper - SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive …☆464Dec 6, 2021Updated 4 years ago
- Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach☆281Oct 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.☆74Aug 2, 2024Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆197Oct 12, 2023Updated 2 years ago
- Official PyTorch implementation of "PT4AL: Using Self-Supervised Pretext Tasks for Active Learning (ECCV2022)"☆57May 3, 2024Updated 2 years ago
- Code release for "Clue Me In: Semi-Supervised FGVC with Out-of-Distribution Data".☆13Apr 11, 2022Updated 4 years ago
- Gemstones: A Model Suite for Multi-Faceted Scaling Laws (NeurIPS 2025)☆35Sep 28, 2025Updated 10 months ago
- [ICML'21] Estimate the accuracy of the classifier in various environments through self-supervision☆26Sep 2, 2021Updated 4 years ago
- Variance Covariance Regularization☆14Jun 22, 2023Updated 3 years ago
- This project hosts the code for implementing the ISAL algorithm for object detection and image classification (ICCV2021)☆29Nov 19, 2021Updated 4 years ago