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Ordinal Classification

Papers

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Showing 1–50 of 72 papers

TitleStatusHype
A simple squared-error reformulation for ordinal classificationCode3
dlordinal: a Python package for deep ordinal classificationCode2
Ultra Fast Deep Lane Detection with Hybrid Anchor Driven Ordinal ClassificationCode2
Ordinal Classification with Distance Regularization for Robust Brain Age PredictionCode1
Learning-to-Rank Meets Language: Boosting Language-Driven Ordering Alignment for Ordinal ClassificationCode1
CSAW-M: An Ordinal Classification Dataset for Benchmarking Mammographic Masking of CancerCode1
Real-Time Multi-Level Neonatal Heart and Lung Sound Quality Assessment for Telehealth ApplicationsCode1
Supervised Contrastive Learning for Ordinal Engagement Measurement—0
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach—0
AI-Assisted Decision-Making for Clinical Assessment of Auto-Segmented Contour Quality—0
Enhancing Depression Detection via Question-wise Modality FusionCode0
Trust Modeling in Counseling Conversations: A Benchmark Study—0
CLOC: Contrastive Learning for Ordinal Classification with Multi-Margin N-pair Loss—0
Generative Regression Based Watch Time Prediction for Short-Video Recommendation—0
From Pairwise to Ranking: Climbing the Ladder to Ideal Collaborative Filtering with Pseudo-Ranking—0
Splitting criteria for ordinal decision trees: an experimental studyCode0
LAMPO: Large Language Models as Preference Machines for Few-shot Ordinal Classification—0
Improving the classification of extreme classes by means of loss regularisation and generalised beta distributions—0
DIOR-ViT: Differential Ordinal Learning Vision Transformer for Cancer Classification in Pathology Images—0
Optimizing Automatic Speech Assessment: W-RankSim Regularization and Hybrid Feature Fusion Strategies—0
Exploring Ordinality in Text Classification: A Comparative Study of Explicit and Implicit Techniques—0
Conformal Risk Control for Ordinal ClassificationCode0
Distribution-free Conformal Prediction for Ordinal Classification—0
Improved Text Emotion Prediction Using Combined Valence and Arousal Ordinal Classification—0
Distilling Privileged Multimodal Information for Expression Recognition using Optimal Transport—0
Fusing Echocardiography Images and Medical Records for Continuous Patient Stratification—0
Ordinal classification for interval-valued data and interval-valued functional dataCode0
Performance Metrics for Probabilistic Ordinal ClassifiersCode0
Convolutional and Deep Learning based techniques for Time Series Ordinal ClassificationCode0
A generalized framework to predict continuous scores from medical ordinal labelsCode0
A Dictionary-based approach to Time Series Ordinal Classification—0
Interpretable Weighted Siamese Network to Predict the Time to Onset of Alzheimer's Disease from MRI ImagesCode0
Controlling Class Layout for Deep Ordinal Classification via Constrained Proxies LearningCode0
Quasi-Unimodal Distributions for Ordinal ClassificationCode0
Improving the repeatability of deep learning models with Monte Carlo dropoutCode0
Decreasing Annotation Burden of Pairwise Comparisons with Human-in-the-Loop Sorting: Application in Medical Image Artifact RatingCode0
A Novel Machine Learning Approach to Data Inconsistency with respect to a Fuzzy Relation—0
Automatic Estimation of Ulcerative Colitis Severity from Endoscopy Videos using Ordinal Multi-Instance Learning—0
Evaluating Evaluation Measures for Ordinal Classification and Ordinal Quantification—0
Recursively Conditional Gaussian for Ordinal Unsupervised Domain Adaptation—0
A theoretical look at ordinal classification methods based on reference sets composed of characteristic actions—0
a theoretical look at ordinal classification methods based on comparing actions with limiting boundaries between adjacent classes—0
Affect-driven Ordinal Engagement Measurement from Video—0
Prostate Tissue Grading with Deep Quantum Measurement Ordinal Regression—0
Stay on Topic, Please: Aligning User Comments to the Content of a News Article—0
Regression or Classification? New Methods to Evaluate No-Reference Picture and Video Quality Models—0
WER-BERT: Automatic WER Estimation with BERT in a Balanced Ordinal Classification Paradigm—0
YNU-HPCC at SemEval-2020 Task 10: Using a Multi-granularity Ordinal Classification of the BiLSTM Model for Emphasis Selection—0
An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental ResultsCode0
A Supervised Machine Learning Model For Imputing Missing Boarding Stops In Smart Card Data—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ResNet-18Mean absolute error2.56—Unverified