Classification

Label Noise Robustness of Conformal Prediction JMLR 2024 Label Shift Estimation for Class-Imbalance Problem: A Bayesian Approach WACV 2024 Language-Driven Cross-Modal Classifier for Zero-Shot Multi-Label Image Recognition ICML 2024 Language-Guided Transformer for Federated Multi-Label Classification AAAI 2024 Language Identification of Philippine Creole Spanish: Discriminating Chavacano From Related Languages NAACL 2024 Language Without Borders: A Dataset and Benchmark for Code-Switching Lip Reading NeurIPS 2024 Large Language Models Are State-of-the-Art Evaluator for Grammatical Error Correction NAACL 2024 Large Language Models are Students at Various Levels: Zero-shot Question Difficulty Estimation EMNLP 2024 Large Stepsize Gradient Descent for Logistic Loss: Non-Monotonicity of the Loss Improves Optimization Efficiency COLT 2024 LaSCal: Label-Shift Calibration without target labels NeurIPS 2024 Latin Treebanks in Review: An Evaluation of Morphological Tagging Across Time ACL 2024 LCA-on-the-Line: Benchmarking Out of Distribution Generalization with Class Taxonomies ICML 2024 LEAF: Predicting the Environmental Impact of Food Products based on their Name ACL 2024 Learnability Gaps of Strategic Classification COLT 2024 Learning-Based Spotlight Position Optimization for Non-Line-of-Sight Human Localization and Posture Classification WACV 2024 Learning Bayesian Network Classifiers to Minimize the Class Variable Parameters AAAI 2024 Learning Bidirectional Morphological Inflection like Humans COLING 2024 Learning Big Logical Rules by Joining Small Rules IJCAI 2024 Learning Decision Trees and Forests with Algorithmic Recourse ICML 2024 Learning Discriminative Noise Guidance for Image Forgery Detection and Localization AAAI 2024 Learning from Crowds with Dual-View K-Nearest Neighbor UAI 2024 Learning from Label Proportions: Bootstrapping Supervised Learners via Belief Propagation ICLR 2024 Learning from Noisy Labels via Conditional Distributionally Robust Optimization NeurIPS 2024 Learning in CubeRes Model Space for Anomaly Detection in 3D GPR Data IJCAI 2024 Learning Label Hierarchy with Supervised Contrastive Learning EACL 2024