Classification

Increasing Probability Mass on Answer Choices Does Not Always Improve Accuracy EMNLP 2023 Incremental and Decremental Optimal Margin Distribution Learning IJCAI 2023 In Defense of Softmax Parametrization for Calibrated and Consistent Learning to Defer NeurIPS 2023 Individually Fair Learning with One-Sided Feedback ICML 2023 Inducing Neural Collapse in Deep Long-tailed Learning AISTATS 2023 Inducing Neural Collapse to a Fixed Hierarchy-Aware Frame for Reducing Mistake Severity ICCV 2023 Influence of Utterance and Speaker Characteristics on the Classification of Children with Cleft Lip and Palate Interspeech 2023 Information-Computation Tradeoffs for Learning Margin Halfspaces with Random Classification Noise COLT 2023 Infusing Definiteness into Randomness: Rethinking Composition Styles for Deep Image Matting AAAI 2023 In-Game Toxic Language Detection: Shared Task and Attention Residuals (Student Abstract) AAAI 2023 Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals MIDL 2023 InPL: Pseudo-labeling the Inliers First for Imbalanced Semi-supervised Learning ICLR 2023 InsightNet : Structured Insight Mining from Customer Feedback EMNLP 2023 Instance-Dependent Noisy Label Learning via Graphical Modelling WACV 2023 Instance-wise Batch Label Restoration via Gradients in Federated Learning ICLR 2023 InstanT: Semi-supervised Learning with Instance-dependent Thresholds NeurIPS 2023 Integrated and Enhanced Pipeline System to Support Spoken Language Analytics for Screening Neurocognitive Disorders Interspeech 2023 Intensity-Aware Loss for Dynamic Facial Expression Recognition in the Wild AAAI 2023 Intensity-Valued Emotions Help Stance Detection of Climate Change Twitter Data IJCAI 2023 Interactive Machine Learning Solutions for Acoustic Monitoring of Animal Wildlife in Biosphere Reserves IJCAI 2023 Interactive Segmentation As Gaussion Process Classification CVPR 2023 Interpolating Classifiers Make Few Mistakes JMLR 2023 Interpolating Graph Pair to Regularize Graph Classification AAAI 2023 Interpretable and Fair Boolean Rule Sets via Column Generation JMLR 2023 Interpreting Sentiment Composition with Latent Semantic Tree ACL 2023