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Supplementary material and code for "Mitigating Label Noise through Data Ambiguation" as published at AAAI 2024.
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PLDepth Public
Code for "Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce Model" as published at CVPR 2021.
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MemorizationDilation Public
Code for "Memorization-Dilation: Modeling Neural Collapse under Noise" as published at ICLR 2023.
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C2S2L Public
Supplementary material and code for "Conformal Credal Self-Supervised Learning" as published at COPA 2021.
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RobustMDE Public
Robust Regression for Monocular Depth Estimation
Python Apache License 2.0 UpdatedMay 10, 2023 -
Code for the paper "Instance Weighting through Data Imprecisiation" by Julian Lienen and Eyke Hüllermeier (International Journal of Approximate Reasoning [IJAR], 2021).
machine-learning svm semi-supervised-learning self-supervised-learning data-imprecisiation instance-weightingPython Apache License 2.0 UpdatedMay 10, 2023 -
LabelRelaxation Public
Supplementary material and code for "From Label Smoothing to Label Relaxation" as published at AAAI 2021.
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U2PL Public
Forked from Haochen-Wang409/U2PL[CVPR'22] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels
Python Apache License 2.0 UpdatedMar 23, 2023 -
SOP Public
Forked from shengliu66/SOPOfficial Implementation of Robust Training under Label Noise by Over-parameterization
Python MIT License UpdatedJan 9, 2023 -
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awesome-conformal-prediction Public
Forked from syedmfuad/awesome-conformal-predictionA professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD theses, articles and open-source libraries.
Creative Commons Zero v1.0 Universal UpdatedJun 15, 2022 -
TensorFlowJS_Example Public
Forked from adf-telkomuniv/TensorFlowJS_TutorialTensorFlow.js Tutorial
JavaScript Apache License 2.0 UpdatedMay 26, 2022 -
CSSL Public
Code for "Credal Self-Supervised Learning" as published at NeurIPS 2021.
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Neural-Collapse Public
Forked from tding1/Neural-CollapseCode of paper "A Geometric Analysis of Neural Collapse with Unconstrained Features"
Python UpdatedSep 16, 2021 -
fixmatch Public
Forked from google-research/fixmatchA simple method to perform semi-supervised learning with limited data.
Python Apache License 2.0 UpdatedMay 19, 2021 -
Awesome-Learning-with-Label-Noise Public
Forked from subeeshvasu/Awesome-Learning-with-Label-NoiseA curated list of resources for Learning with Noisy Labels
UpdatedApr 20, 2021 -
DepthEstimationDatasets Public
Repository providing access to commonly used depth estimation datasets
1 UpdatedJan 27, 2021 -
data-mining-mnist-demo Public
Forked from offdroid/data-mining-mnist-demoDemo of a MNIST Classifier with TensorFlow
Jupyter Notebook MIT License UpdatedJul 3, 2020 -
cs-ranking Public
Forked from kiudee/cs-rankingContext-sensitive ranking and choice in Python with Tensorflow
Jupyter Notebook Apache License 2.0 UpdatedJan 8, 2020 -
AILibs Public
Forked from starlibs/AILibsA Java library for infrastructural classes and basic algorithms in the area reasoning, search, and machine learning
Java UpdatedMay 28, 2019 -
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fsx Public
Forked from paruljain/fsxMicrosoft Flight Simulator (FSX) RESTful API and user interface to control user aircraft
PowerShell MIT License UpdatedDec 29, 2017