Official PyTorch code for CVPR 2020 paper "Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision"
☆35Aug 12, 2021Updated 5 years ago
Alternatives and similar repositories for al-fk-self-supervision
Users that are interested in al-fk-self-supervision are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Active Learning Helps Pretrained Models Learn the Intended Task (https://arxiv.org/abs/2204.08491) by Alex Tamkin, Dat Nguyen, Salil Desh…☆11Nov 22, 2022Updated 3 years ago
- Variational Adversarial Active Learning (ICCV 2019)☆231Jul 6, 2023Updated 3 years ago
- Active Learning on a Budget - Opposite Strategies Suit High and Low Budgets☆108Oct 22, 2024Updated 2 years ago
- ☆15Mar 1, 2021Updated 5 years ago
- A PyTorch toolkit with 8 popular deep active learning query methods implemented.☆94Sep 14, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Library for data augmentation☆30Jun 29, 2018Updated 8 years ago
- ☆15Mar 12, 2026Updated 7 months ago
- Code for undergraduate thesis "Active Learning for Deep Object Detection".☆14Nov 12, 2023Updated 2 years ago
- novel deep learning research works with PaddlePaddle☆10May 31, 2020Updated 6 years ago
- ☆48Feb 9, 2024Updated 2 years ago
- Code for "Deal: Deep Evidential Active Learning for Image Classification" (ICMLA 2020)☆21Apr 27, 2021Updated 5 years ago
- Coresets☆38Apr 24, 2022Updated 4 years ago
- Self-Supervised Dataset Distillation for Transfer Learning☆18Apr 10, 2024Updated 2 years ago
- [CVPR'20] Implementation for the paper "ViewAL: Active Learning with Viewpoint Entropy for Semantic Segmentation"☆147Nov 22, 2022Updated 3 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.
- Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach☆282Oct 23, 2018Updated 8 years ago
- CPM R-CNN: Calibrating Point-guided Misalignment in Object Detection☆10Nov 2, 2020Updated 5 years ago
- Clustering with Gaussian Process Models☆19Feb 13, 2019Updated 7 years ago
- O-MedAL: Online Active Deep Learning for Medical Image Analysis. This repo contains code for the paper.☆18Mar 20, 2022Updated 4 years ago
- code for paper "Towards Unbiased Training in Federated Open-world Semi-supervised Learning"☆18Aug 15, 2023Updated 3 years ago
- [CVPRW 2019] ArcticNet: A Deep Learning Solution to Classify Arctic Wetlands☆11Aug 19, 2022Updated 4 years ago
- A fast and efficient way to compute a differentiable bound on the singular values of convolution layers☆12Nov 22, 2019Updated 6 years ago
- [ICLR'24] Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate☆14Jun 17, 2025Updated last year
- ☆15Nov 22, 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.
- ☆16May 5, 2022Updated 4 years ago
- Exploiting ConvNet Diversity for Flooding Identification -- Flood Detection in Satellite Images [FDSI] -- [2017 Multimedia Satellite Task…☆15Sep 27, 2018Updated 8 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
- 基于Pytorch实现Batch Normalization和设计一些实验来验证其效果☆11Aug 7, 2019Updated 7 years ago
- Repository to go along with the paper "Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data Pipelines"☆10Mar 31, 2022Updated 4 years ago
- "Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness" (NeurIPS 2020).☆53Nov 27, 2020Updated 5 years ago
- Implementation of accurate coresets for known problems from the field of machine learning.☆11Nov 21, 2019Updated 6 years ago
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆13Apr 2, 2023Updated 3 years ago
- (CVPR 2020 oral) DEPARA : Deep Attribution Graph for Deep Knowledge Transferbility☆41Mar 16, 2020Updated 6 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.
- [IPMI'23] Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification☆16Apr 12, 2023Updated 3 years ago
- Implementation of Pre-text invariant representation learning algorithm in pytorch☆11May 27, 2020Updated 6 years ago
- cvpr2018☆21Nov 26, 2018Updated 7 years ago
- Official PyTorch implementation of CVPR2022 paper “Learning to Imagine: Diversify Memory for Incremental Learning using Unlabeled Data”☆13Jul 25, 2022Updated 4 years ago
- Implementation of the paper All Labels Are Not Created Equal: Enhancing Semi-supervision via Label Grouping and Co-training☆46Feb 1, 2022Updated 4 years ago
- Official Implementation of Convolutional Normalization: Improving Robustness and Training for Deep Neural Networks☆30Apr 13, 2022Updated 4 years ago
- An implementation of the state-of-the-art Deep Active Learning algorithms☆109Sep 19, 2023Updated 3 years ago