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ordinal regression

82 papers

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OR

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text classification (6776) deep learning (2111) age estimation (38) ordinal classification (59) convolutional neural network (4216) transformer model (1988) transfer learning (5442) data augmentation (3037) support vector machine (976) multi-task learning (2556)

Papers

Probabilistic Deep Ordinal Regression Based on Gaussian Processes ICCV 2019
Deep Ordinal Regression for Pledge Specificity Prediction EMNLP 2019
Ordinal Triplet Loss: Investigating Sleepiness Detection from Speech INTERSPEECH 2019
Deep Ordinal Regression for Pledge Specificity Prediction IJCNLP 2019
Structured Prediction with Projection Oracles NIPS 2019
ORCA: A Matlab/Octave Toolbox for Ordinal Regression JMLR 2019
Soft Labels for Ordinal Regression CVPR 2019
Learning With Unsure Data for Medical Image Diagnosis ICCV 2019
Multi-Task Ordinal Regression for Jointly Predicting the Trustworthiness and the Leading Political Ideology of News Media NAACL 2019
A Constrained Deep Neural Network for Ordinal Regression CVPR 2018
Deep Ordinal Regression Network for Monocular Depth Estimation CVPR 2018
Content-based Popularity Prediction of Online Petitions Using a Deep Regression Model ACL 2018
Bilateral Ordinal Relevance Multi-Instance Regression for Facial Action Unit Intensity Estimation CVPR 2018
Modeling Context Words as Regions: An Ordinal Regression Approach to Word Embedding CONLL 2017
Using Ranking-CNN for Age Estimation CVPR 2017
Adversarial Surrogate Losses for Ordinal Regression NIPS 2017
Multi-output Polynomial Networks and Factorization Machines NIPS 2017
Earth Mover's Distance Pooling over Siamese LSTMs for Automatic Short Answer Grading IJCAI 2017
Deep Ordinal Regression Based on Data Relationship for Small Datasets IJCAI 2017
Deep Structured Learning for Facial Action Unit Intensity Estimation CVPR 2017
Facial Expression Intensity Estimation Using Ordinal Information CVPR 2016
Learning to Weight Translations using Ordinal Linear Regression and Query-generated Training Data for Ad-hoc Retrieval with Long Queries COLING 2016
Copula Ordinal Regression for Joint Estimation of Facial Action Unit Intensity CVPR 2016
Ordinal Regression With Multiple Output CNN for Age Estimation CVPR 2016
Ordinal Mixed Membership Models ICML 2015