A neural network layer that enables training of deep neural networks directly from crowdsourced labels (e.g. from Amazon Mechanical Turk) or, more generally, labels from multiple annotators with different biases and levels of expertise.
☆69Dec 13, 2021Updated 4 years ago
Alternatives and similar repositories for CrowdLayer
Users that are interested in CrowdLayer 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 ICLR 2019 Paper, "MAX-MIG: AN INFORMATION THEORETIC APPROACH FOR JOINT LEARNING FROM CROWDS"☆25Jun 6, 2023Updated 3 years ago
- ☆20Jun 14, 2019Updated 7 years ago
- The code for NeurIPS 2020 paper: Adversarial Crowdsourcing Through Robust Rank-One Matrix Completion.☆10Oct 26, 2020Updated 5 years ago
- Quality control code for estimating the quality of the workers in crowdsourcing environments☆72Jul 12, 2025Updated last year
- Crowdsourced datasets including the individual crowd votes.☆47Feb 3, 2020Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Original dataset release for CIFAR-10H☆89Mar 23, 2026Updated 5 months ago
- A repository for high-quality QASRL data collected from crowd-workers.☆11Aug 10, 2023Updated 3 years ago
- Implementation of the estimator for combining noisy observations from Dawid and Skene (1979)☆41Aug 23, 2014Updated 12 years ago
- Deep joint mean and quantile regression for spatio-temporal problems☆15Feb 25, 2020Updated 6 years ago
- A Python Implementation of GLAD☆24Jan 18, 2021Updated 5 years ago
- A truth inference tool in crowdsourcing☆13May 19, 2020Updated 6 years ago
- ☆15Jul 29, 2023Updated 3 years ago
- TRAINING DEEP NEURAL-NETWORKS USING A NOISE ADAPTATION LAYER☆119Apr 25, 2017Updated 9 years ago
- ☆29Jun 5, 2022Updated 4 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.
- An Official Repo of CVPR '20 "MSeg: A Composite Dataset for Multi-Domain Segmentation"☆16Aug 23, 2020Updated 6 years ago
- Control the quality of your labeled data with the Python tools you already know.☆254Dec 1, 2025Updated 9 months ago
- ☆27Jul 21, 2026Updated last month
- A deep learning approach for combining time-series and textual data for taxi demand prediction in event areas☆31Aug 17, 2018Updated 8 years ago
- ☆16Aug 2, 2021Updated 5 years ago
- Keras implementation of Training Deep Neural Networks on Noisy Labels with Bootstrapping, Reed et al. 2015☆22Jan 28, 2021Updated 5 years ago
- Official implementation of: Tha3aroon at NSURL-2019 Task 8: Semantic Question Similarity in Arabic☆13Aug 2, 2024Updated 2 years ago
- ICML'19: How does Disagreement Help Generalization against Label Corruption?☆22Jun 30, 2019Updated 7 years ago
- Benchmarking algorithms for assessing quality of data labeled by multiple annotators☆34Dec 3, 2025Updated 9 months 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.
- Table2answer: Read the database and answer without SQL https://arxiv.org/abs/1902.04260☆14May 11, 2021Updated 5 years ago
- Learned Metric Index (LMI) is a machine learning based data structure for fast look-up of approximate nearest neighbors in complex data.☆11Dec 14, 2025Updated 8 months ago
- Matlab source code for Experience and Reputation models in the Trust Platform☆12Apr 11, 2017Updated 9 years ago
- The code is for our AAAI2023 paper: Efficient Embeddings of Logical Variables for Query Answering over Incomplete Knowledge Graphs (Ding…☆10Dec 17, 2022Updated 3 years ago
- Guide for the slp group on how to use the Grnet cluster☆11Apr 16, 2020Updated 6 years ago
- ☆13Apr 18, 2023Updated 3 years ago
- A tool for semantic relation extraction. The program finds pairs of semantically related words based on the text definitions coming from …☆26Jul 1, 2014Updated 12 years ago
- Email Classification using different machine learning algorithms.☆23Sep 24, 2020Updated 5 years ago
- Official implementation for: "Multi-Objective Interpolation Training for Robustness to Label Noise"☆41May 13, 2022Updated 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.
- ☆22Jun 23, 2026Updated 2 months ago
- ☆15Apr 13, 2023Updated 3 years ago
- This repository contains the dataset and implementation details of the paper "An In-depth Analysis of Implicit and Subtle Hate Speech Mes…☆10May 9, 2024Updated 2 years ago
- ☆11Aug 10, 2020Updated 6 years ago
- Truth Discovery Models☆11Aug 26, 2018Updated 8 years ago
- Methods used: Cosine Similarity with Glove, Smooth Inverse Frequency, Word Movers Difference, Sentence Embedding Models (Infersent and Go…☆17Jan 22, 2021Updated 5 years ago
- NeurIPS'2019: Are Anchor Points Really Indispensable in Label-Noise Learning?☆98Aug 18, 2021Updated 5 years ago