Domain ProxyMix: Proxy-based Mixup Training with Label Refinery for Source-Free Domain Adaptation ProxyMix: Proxy-based Mixup Training with Label Refinery for Source-Free Domain Adaptation 31 July 2022
Labels Learning to Detect Mobile Objects from LiDAR Scans Without Labels Learning to Detect Mobile Objects from LiDAR Scans Without Labels 02 April 2022
Bootstrap Learning to Bootstrap for Combating Label Noise Learning to Bootstrap for Combating Label Noise 13 February 2022
Stream PLStream: A Framework for Fast Polarity Labelling of Massive Data Streams PLStream: A Framework for Fast Polarity Labelling of Massive Data Streams 11 February 2022
Natural Language Processing Python framework for data-centric NLP Python framework for data-centric NLP 28 January 2022
Labels Generating dataset and labels out of given image, containing numbers from 0 to 9 Generating dataset and labels out of given image, containing numbers from 0 to 9 02 January 2022
Labels Multi label classification annotation tool Multi label classification annotation tool 30 December 2021
Robust Simple and Robust Loss Design for Multi-Label Learning with Missing Labels Simple and Robust Loss Design for Multi-Label Learning with Missing Labels 27 December 2021
Domain Domain-Specific Bias Filtering for Single Labeled Domain Generalization Domain-Specific Bias Filtering for Single Labeled Domain Generalization 23 December 2021
Graph Contrastive Graph Poisson Networks: Semi-Supervised Learning with Extremely Limited Labels Contrastive Graph Poisson Networks: Semi-Supervised Learning with Extremely Limited Labels 21 December 2021
Papers Contrastive Graph Poisson Networks: Semi-Supervised Learning with Extremely Limited Labels Contrastive Graph Poisson Networks: Semi-Supervised Learning with Extremely Limited Labels 17 December 2021
Neural Network A simple Neural Network that predicts the label for a series of handwritten digits A simple Neural Network that predicts the label for a series of handwritten digits 17 December 2021
Semantic Label-Efficient Semantic Segmentation with Diffusion Models Label-Efficient Semantic Segmentation with Diffusion Models 08 December 2021
Machine Learning Sample Prior Guided Robust Model Learning to Suppress Noisy Labels Sample Prior Guided Robust Model Learning to Suppress Noisy Labels 04 December 2021
PyTorch Learning to Rectify for Robust Learning with Noisy Labels Learning to Rectify for Robust Learning with Noisy Labels 30 November 2021
Labels Online Pseudo Label Generation by Hierarchical Cluster Dynamics for Adaptive Person Re-identification Online Pseudo Label Generation by Hierarchical Cluster Dynamics for Adaptive Person Re-identification 29 November 2021
Dataset This repository will help you get label for images in Stanford Cars Dataset This repository will help you get label for images in Stanford Cars Dataset 22 November 2021
Graph Some tentative models that incorporate label propagation to graph neural networks for graph representation learning in nodes, links or graphs Some tentative models that incorporate label propagation to graph neural networks for graph representation learning in nodes, links or graphs 20 November 2021
Labels Finding Label and Model Errors in Perception Data With Learned Observation Assertions Finding Label and Model Errors in Perception Data With Learned Observation Assertions 20 November 2021
Labels Generalized Jensen-Shannon Divergence Loss for Learning with Noisy Labels Generalized Jensen-Shannon Divergence Loss for Learning with Noisy Labels 29 October 2021
Labels Open-set Label Noise Can Improve Robustness Against Inherent Label Noise Open-set Label Noise Can Improve Robustness Against Inherent Label Noise 29 October 2021
Labels NeurIPS 2021,Fine Samples for Learning with Noisy Labels NeurIPS 2021,Fine Samples for Learning with Noisy Labels 27 October 2021
Motion Hand-Object Contact Prediction via Motion-Based Pseudo-Labeling and Guided Progressive Label Correction Hand-Object Contact Prediction via Motion-Based Pseudo-Labeling and Guided Progressive Label Correction 23 October 2021
Machine Learning A tool to help people to make a bot for labelling images for machine learning projects A tool to help people to make a bot for labelling images for machine learning projects 23 October 2021
Detection A Good Representation Detects Noisy Labels A Good Representation Detects Noisy Labels 15 October 2021
Dataset A large-scale dataset for label-free live cell segmentation A large-scale dataset for label-free live cell segmentation 13 October 2021
Dataset A collection of diverse synthetic face images with ground truth labels Face Synthetics dataset is a collection of diverse synthetic face images with ground truth labels 13 October 2021
Optimization Train custom adaptive filter optimizers without hand tuning or extra labels Train custom adaptive filter optimizers without hand tuning or extra labels 11 October 2021
Labels A curated list of resources for Learning with Noisy Labels A curated list of resources for Learning with Noisy Labels 29 September 2021
Scripts A Python scripts for detecting objects of any class in an image without knowing their label A Python scripts for detecting objects of any class in an image without knowing their label 20 September 2021
Tensorflow Python Tensorflow 2 scripts for detecting objects of any class in an image without knowing their label Python Tensorflow 2 scripts for detecting objects of any class in an image without knowing their label. 20 September 2021
Terminal A terminal-based cluster labeling tool that allows you to explore text data interactively and label clusters CLabel is a terminal-based cluster labeling tool that allows you to explore text data interactively and label clusters based on reviewing that data. 10 September 2021
Text Classifcation Label Confusion Learning to Enhance Text Classification Models in python Official implementation of AAAI-21 paper "Label Confusion Learning to Enhance Text Classification Models" 30 August 2021
Images A light-weight image labelling tool for Python designed for creating segmentation data sets django-labeller A light-weight image labelling tool for Python designed for creating segmentation data sets. compatible with Django, Flask and Qt polygon, box, point and oriented ellipse annotations supported polygonal labels can have disjoint 11 August 2021
PyTorch An unofficial PyTorch implementation of Meta Pseudo Labels This is an unofficial PyTorch implementation of Meta Pseudo Labels. 09 August 2021
Neural Network Neural Architecture Search with Random Labels(RLNAS) Viewmaker Networks: Learning Views for Unsupervised Representation Learning 07 August 2021