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A curated list of resources for Learning with Noisy Labels

noisy-data label-noise noisy-labels robust-learning unreliable-labels deep-neural-networks

Created 2019-07-17

284 commits to master branch, last one 7 months ago

58

691

unknown

16

A curated (most recent) list of resources for Learning with Noisy Labels

paper conference noisy-data robustness label-noise noisy-labels deep-learning robust-learning unreliable-labels deep-neural-networks noisy-label-learning robust-machine-learning international-conference learning-with-label-noise learning-with-noisy-labels weakly-supervised-learning

Created 2021-04-14

138 commits to main branch, last one about a month ago

78

484

other

17

Predict dense depth maps from sparse and noisy LiDAR frames guided by RGB images. (Ranked 1st place on KITTI) [MVA 2019]

kitti lidar pytorch noisy-data deep-learning sensor-fusion computer-vision depth-completion depth-prediction

Created 2019-01-27

27 commits to master branch, last one 2 years ago

63

321

apache-2.0

10

Code for MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks

label noisy google noisy-data deep-learning

This repository has been archived (exclude archived)

Created 2018-08-13

16 commits to master branch, last one 5 years ago

28

134

mit

4

[ICML2020] Normalized Loss Functions for Deep Learning with Noisy Labels

icml pytorch icml-2020 noisy-data label-noise noisy-labels deep-learning robust-learning unreliable-labels deep-neural-networks

Created 2020-02-03

22 commits to master branch, last one 5 months ago