Classification

Label Distribution Changing Learning with Sample Space Expanding JMLR 2023 Label Information Bottleneck for Label Enhancement CVPR 2023 Label-Noise Learning with Intrinsically Long-Tailed Data ICCV 2023 Labels, Information, and Computation: Efficient Learning Using Sufficient Labels JMLR 2023 Label-Specific Feature Augmentation for Long-Tailed Multi-Label Text Classification AAAI 2023 Label Specific Multi-Semantics Metric Learning for Multi-Label Classification: Global Consideration Helps IJCAI 2023 LABO: Towards Learning Optimal Label Regularization via Bi-level Optimization ACL 2023 Language-Agnostic Measures Discriminate Inflection and Derivation EACL 2023 Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification CVPR 2023 Language Models are Weak Learners NeurIPS 2023 Language of Bargaining ACL 2023 Large-Scale Open-Set Classification Protocols for ImageNet WACV 2023 Lauri Ingman at SemEval-2023 Task 4: A Chain Classifier for Identifying Human Values behind Arguments SemEval 2023 Lazy-k Decoding: Constrained Decoding for Information Extraction EMNLP 2023 LCT-1 at SemEval-2023 Task 10: Pre-training and Multi-task Learning for Sexism Detection and Classification SemEval 2023 Leaky Hockey Stick Loss: The First Negatively Divergent Margin-based Loss Function for Classification JMLR 2023 Learnability and Algorithm for Continual Learning ICML 2023 Learning and Reasoning Multifaceted and Longitudinal Data for Poverty Estimates and Livelihood Capabilities of Lagged Regions in Rural India IJCAI 2023 Learning Concise and Descriptive Attributes for Visual Recognition ICCV 2023 Learning Constrained Structured Spaces with Application to Multi-Graph Matching AISTATS 2023 Learning Context-Aware Classifier for Semantic Segmentation AAAI 2023 Learning Deep Hierarchical Features with Spatial Regularization for One-Class Facial Expression Recognition AAAI 2023 Learning from Low Rank Tensor Data: A Random Tensor Theory Perspective UAI 2023 Learning from Training Dynamics: Identifying Mislabeled Data beyond Manually Designed Features AAAI 2023 Learning Heuristically-Selected and Neurally-Guided Feature for Age Group Recognition Using Unconstrained Smartphone Interaction IJCAI 2023