Classification

Breaking Semantic Artifacts for Generalized AI-generated Image Detection NeurIPS 2024 Common Event Tethering to Improve Prediction of Rare Clinical Events UAI 2024 Computational Meme Understanding: A Survey EMNLP 2024 Countering Relearning with Perception Revising Unlearning ACML 2024 Detecting LLM-Assisted Cheating on Open-Ended Writing Tasks on Language Proficiency Tests EMNLP 2024 Detecting Machine-Generated Long-Form Content with Latent-Space Variables EMNLP 2024 DF40: Toward Next-Generation Deepfake Detection NeurIPS 2024 Digital Twin-Driven Teat Localization and Shape Identification for Dairy Cow (Student Abstract) AAAI 2024 DMNet: Self-comparison Driven Model for Subject-independent Seizure Detection NeurIPS 2024 Do Counterfactually Fair Image Classifiers Satisfy Group Fairness? -- A Theoretical and Empirical Study NeurIPS 2024 Engineering the Neural Collapse Geometry of Supervised-Contrastive Loss (Student Abstract) AAAI 2024 Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation EMNLP 2024 EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models NeurIPS 2024 Exploiting Discrepancy in Feature Statistic for Out-of-Distribution Detection AAAI 2024 Exploring Diverse Representations for Open Set Recognition AAAI 2024 Exploring Ordinality in Text Classification: A Comparative Study of Explicit and Implicit Techniques ACL 2024 Fine-grained Classification of Circumstantial Meanings within the Prague Dependency Treebank Annotation Scheme COLING 2024 HarvestNet: A Dataset for Detecting Smallholder Farming Activity Using Harvest Piles and Remote Sensing AAAI 2024 Hierarchy-aware Biased Bound Margin Loss Function for Hierarchical Text Classification ACL 2024 How many classifiers do we need? NeurIPS 2024 How to Fix a Broken Confidence Estimator: Evaluating Post-hoc Methods for Selective Classification with Deep Neural Networks UAI 2024 How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection EMNLP 2024 Hyperspherical Classification with Dynamic Label-to-Prototype Assignment CVPR 2024 Large Language Models for Propaganda Span Annotation EMNLP 2024 Let's do the time-warp-attend: Learning topological invariants of dynamical systems ICLR 2024