Active Learning on Image Data using Bayesian ConvNets
☆140Nov 2, 2016Updated 9 years ago
Alternatives and similar repositories for Active-Learning-Bayesian-Convolutional-Neural-Networks
Users that are interested in Active-Learning-Bayesian-Convolutional-Neural-Networks 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 Deep Bayesian Active Learning (ICML 2017)☆112Feb 21, 2018Updated 8 years ago
- Active learning for deep learning☆19Oct 5, 2018Updated 8 years ago
- ☆25Aug 11, 2022Updated 4 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
- Pytorch implementation of the paper Bayesian Generative Active Deep Learning (ICML 2019).☆25May 3, 2019Updated 7 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.
- 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
- Active Learning☆56Jun 6, 2015Updated 11 years ago
- Code for "Active One-shot Learning"☆33Mar 2, 2019Updated 7 years ago
- ☆14May 24, 2018Updated 8 years ago
- Deep Active Learning☆850Oct 3, 2022Updated 4 years ago
- Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"☆582Feb 26, 2022Updated 4 years ago
- Policy based Active Learning with DQN (EMNLP-2017)☆90Mar 26, 2018Updated 8 years ago
- ☆1,163Dec 5, 2022Updated 3 years ago
- Code for ACL2018 paper "Learn How to Actively Learn: An Imitation Learning Approach"☆10Mar 8, 2019Updated 7 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.
- Replication of the paper "Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference" - Yarin Gal, Zoubin Gh…☆11Mar 23, 2018Updated 8 years ago
- Adversarial Active Learning for Deep Networks☆14Oct 16, 2018Updated 7 years ago
- Active learning for Big Data☆25Feb 26, 2026Updated 7 months ago
- Dropout As A Bayesian Approximation: Code☆204Jul 3, 2015Updated 11 years ago
- Cost-Effective Object Detection: Active Sample Mining with Switchable Selection Criteria☆12Dec 1, 2018Updated 7 years ago
- CIFAR-10 IMAGE CLASSIFICATION WITH KERAS CONVOLUTIONAL NEURAL NETWORK TUTORIAL☆11Sep 1, 2017Updated 9 years ago
- 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
- Wasserstein Adversarial Active Learning☆29Jul 6, 2020Updated 6 years ago
- Pool-based active learning in Python☆791Aug 21, 2026Updated last month
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Code for "Deal: Deep Evidential Active Learning for Image Classification" (ICMLA 2020)☆21Apr 27, 2021Updated 5 years ago
- Code release for the ICLR paper☆22Jun 13, 2018Updated 8 years ago
- Code for the paper "A Theoretically Grounded Application of Dropout in Recurrent Neural Networks"☆377Jan 28, 2017Updated 9 years ago
- Deep Learning methods for semantic segmentation with weakly labelled data☆16Aug 12, 2016Updated 10 years ago
- Code repository for the robust active label correction paper.☆11Apr 12, 2018Updated 8 years ago
- 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
- Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.☆1,575Apr 19, 2024Updated 2 years ago
- Bayesian Deep Learning with Edward (and a trick using Dropout)☆15Jun 7, 2017Updated 9 years ago
- Implementation of active learning features for AxonDeepSeg software (axon-myelin segmentation)☆38Jan 18, 2019Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Multi-object tracker using structured graphs, as proposed in the CVIU paper☆10May 23, 2018Updated 8 years ago
- Code for the Santa algorithm for deep learning☆16May 14, 2018Updated 8 years ago
- Non-Parametric Calibration for Classification (AISTATS 2020)☆19Feb 3, 2022Updated 4 years ago
- A list of active learning methods for deep learning.☆65Jan 14, 2024Updated 2 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
- Active Learning experiments for Machine Learning in Life Sciences Workshop ECML 2015☆16Oct 12, 2016Updated 10 years ago
- Implementation of Bayesian Recurrent Neural Networks by Fortunato et. al☆221Dec 17, 2018Updated 7 years ago