conftrace_

label noise

498 papers

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Co-occurring keywords

noisy label (321) noisy label learning (163) deep neural network (1803) semi-supervised learning (2341) weakly supervised learning (1328) text classification (6793) image classification (1944) data augmentation (3052) representation learning (6206) active learning (1301)

Papers

Meta–Gradient Boosted Decision Tree Model for Weight and Target Learning ICML 2016
Learning from Corrupted Binary Labels via Class-Probability Estimation ICML 2015
Learning From Massive Noisy Labeled Data for Image Classification CVPR 2015
Efficient Label Collection for Unlabeled Image Datasets CVPR 2015
Learning from Data with Heterogeneous Noise using SGD AISTATS 2015
Learning and Evaluation in Presence of Non-i.i.d. Label Noise AISTATS 2014
Decontamination of Mutually Contaminated Models AISTATS 2014
Stochastic Neighbor Compression ICML 2014
Collaborative Active Learning of a Kernel Machine Ensemble for Recognition ICCV 2013
Handling Uncertain Tags in Visual Recognition ICCV 2013
Learning with Noisy Labels NIPS 2013
Discriminative Segment Annotation in Weakly Labeled Video CVPR 2013
Classification with Asymmetric Label Noise: Consistency and Maximal Denoising COLT 2013
Learning from the Wisdom of Crowds by Minimax Entropy NIPS 2012
Learning from Weak Teachers AISTATS 2012
Learning as MAP Inference in Discrete Graphical Models NIPS 2012
Local Supervised Learning through Space Partitioning NIPS 2012
Support Vector Machines Under Adversarial Label Noise ACML 2011
Robust Multi-Class Gaussian Process Classification NIPS 2011
t-logistic regression NIPS 2010
Learning via Gaussian Herding NIPS 2010
Prediction on a Graph with a Perceptron NIPS 2006
Training Conditional Random Fields for Maximum Labelwise Accuracy NIPS 2006