This project contains code for paper Ksenia Konyushkova, Raphael Sznitman, Pascal Fua 'Learning Active Learning from Data', NIPS 2017
☆88May 17, 2022Updated 4 years ago
Alternatives and similar repositories for LAL
Users that are interested in LAL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for "Active One-shot Learning"☆33Mar 2, 2019Updated 7 years ago
- Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach☆282Oct 23, 2018Updated 7 years ago
- ☆1,163Dec 5, 2022Updated 3 years ago
- Code and website for DAL (Discriminative Active Learning) - a new active learning algorithm for neural networks in the batch setting. For…☆205Sep 26, 2019Updated 7 years ago
- ☆12Nov 28, 2015Updated 10 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation [NeurIPS 2017]☆18Apr 8, 2018Updated 8 years ago
- Active Learning Workshop Materials☆121Mar 15, 2019Updated 7 years ago
- An active learning framework, using interchangeable algorithms and sample selection functions, including experimental results on a toy da…☆56May 3, 2019Updated 7 years ago
- Implementation of Bayesian NNs in Pytorch (https://arxiv.org/pdf/1703.02910.pdf) (With some help from https://github.com/Riashat/Deep-Ba…☆31Sep 7, 2021Updated 5 years ago
- Deep Active Learning☆850Oct 3, 2022Updated 4 years ago
- Active Learning on Image Data using Bayesian ConvNets☆140Nov 2, 2016Updated 9 years ago
- Deep Reinforcement Active learning - Master Thesis☆19Dec 7, 2022Updated 3 years ago
- Policy based Active Learning with DQN (EMNLP-2017)☆90Mar 26, 2018Updated 8 years ago
- Tensorflow implementation of "EGL-word" method in AAAI 2017 paper "Active Discriminative Text Representation Learning"☆23Nov 28, 2017Updated 8 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book☆995Dec 8, 2022Updated 3 years ago
- Code to implement SIMILE algorithm from the paper entitled "Smooth Imitation Learning for Online Sequence Prediction" from ICML 2016☆13May 25, 2016Updated 10 years ago
- Deep Neural Networks Based Approaches for Graph Embeddings☆26Oct 18, 2017Updated 8 years ago
- Cost-Effective Object Detection: Active Sample Mining with Switchable Selection Criteria☆12Dec 1, 2018Updated 7 years ago
- [CIKM-21] Pytorch implementation of LiteGT: Efficient and Lightweight Graph Transformers☆12Nov 16, 2021Updated 4 years ago
- ☆10Jul 2, 2020Updated 6 years ago
- In this work we present a task-agnostic Multimodal Variational Aversarial Active Learning (M-VAAL) for sampling the most informative samp…☆13Jun 23, 2023Updated 3 years ago
- PyTorch implementation of "A Simple Baseline for Low-Budget Active Learning".☆14Dec 22, 2021Updated 4 years ago
- JCLAL is a general purpose framework developed in Java for Active Learning.☆24Jul 24, 2017Updated 9 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze t…☆904Jul 23, 2025Updated last year
- ☆13Jan 18, 2024Updated 2 years ago
- The pytorch implementation of IRGAN☆17Oct 17, 2018Updated 7 years ago
- A modular active learning framework for Python☆2,372Feb 26, 2024Updated 2 years ago
- A minimalist, browser-based notepad for quick, secure, and anonymous note-taking. Create and share notes instantly without an account. Ea…☆17Sep 21, 2025Updated last year
- Publication in Nature Scientific Reports: Self-Supervised Pre-Training with Contrastive and Masked Autoencoder Methods for Dealing with S…☆23Dec 12, 2024Updated last year
- ☆17Feb 2, 2021Updated 5 years ago
- Segment graph convolutional neural network for relation classification. Paper in JAMIA.☆10May 13, 2019Updated 7 years ago
- Variational Adversarial Active Learning (ICCV 2019)☆231Jul 6, 2023Updated 3 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.
- ☆12Sep 11, 2019Updated 7 years ago
- UniPrompt provides a unified interface to prompt optimization. We have distilled common functions from different algorithms and provide a…☆20May 20, 2025Updated last year
- Official implementation of our paper: Towards Robust and Reproducible Active Learning using Neural Networks, accepted at CVPR 2022.☆70Aug 16, 2023Updated 3 years ago
- Awesome Active Learning Paper List☆149Apr 23, 2024Updated 2 years ago
- Distributed Tensorflow Implementation of Asynchronous DDPG☆11Oct 25, 2017Updated 8 years ago
- Robust Attribution Regularization☆16Feb 17, 2022Updated 4 years ago
- Tutorial for Clustering mixed data types☆10Jan 25, 2021Updated 5 years ago