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Classification

1251 directly classified papers

Papers per year

Papers

The MASCFLICHT Corpus: Face Mask Type and Coverage Area Recognition from Speech INTERSPEECH 2023
Severity Classification of Parkinson's Disease from Speech using Single Frequency Filtering-based Features INTERSPEECH 2023
Alzheimer Disease Classification through ASR-based Transcriptions: Exploring the Impact of Punctuation and Pauses INTERSPEECH 2023
A Generalized Unbiased Risk Estimator for Learning with Augmented Classes AAAI 2023
Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference AAAI 2023
Interpolating Graph Pair to Regularize Graph Classification AAAI 2023
Regression as Classification: Influence of Task Formulation on Neural Network Features AISTATS 2023
Inducing Neural Collapse in Deep Long-tailed Learning AISTATS 2023
Synthetic Voice Spoofing Detection based on Feature Pyramid Conformer INTERSPEECH 2023
Positive Distribution Pollution: Rethinking Positive Unlabeled Learning from a Unified Perspective AAAI 2023
On the Implicit Geometry of Cross-Entropy Parameterizations for Label-Imbalanced Data AISTATS 2023
Precision/Recall on Imbalanced Test Data AISTATS 2023
Stochastic Feature Averaging for Learning with Long-Tailed Noisy Labels IJCAI 2023
Consistent Complementary-Label Learning via Order-Preserving Losses AISTATS 2023
Density Ratio Estimation and Neyman Pearson Classification with Missing Data AISTATS 2023
Efficient and Accurate Learning of Mixtures of Plackett-Luce Models AAAI 2023
Predictive Multiplicity in Probabilistic Classification AAAI 2023
AUC-based Selective Classification AISTATS 2023
Who Should Predict? Exact Algorithms For Learning to Defer to Humans AISTATS 2023
Gram-based Attentive Neural Ordinary Differential Equations Network for Video Nystagmography Classification ICCV 2023
Learning to Defer with Limited Expert Predictions AAAI 2023
On the Stability and Generalization of Triplet Learning AAAI 2023
Anytime User Engagement Prediction in Information Cascades for Arbitrary Observation Periods AAAI 2023
MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition ICCV 2023
Learning Deep Hierarchical Features with Spatial Regularization for One-Class Facial Expression Recognition AAAI 2023