binary classifier

FIND: A Simple Yet Effective Baseline for Diffusion-Generated Image Detection AAAI 2026 Selective Weak-to-Strong Generalization AAAI 2026 Importance-weighted Positive-unlabeled Learning for Distribution Shift Adaptation AISTATS 2025 Improving Your Model Ranking on Chatbot Arena by Vote Rigging ICML 2025 Maximizing the Potential of Synthetic Data: Insights from Random Matrix Theory ICLR 2025 The VOROS: Lifting ROC Curves to 3D to Summarize Unbalanced Classifier Performance AAAI 2025 BAMBAS at SemEval-2024 Task 4: How far can we get without looking at hierarchies? SemEval 2024 DistriBlock: Identifying adversarial audio samples by leveraging characteristics of the output distribution UAI 2024 Don’t Label Twice: Quantity Beats Quality when Comparing Binary Classifiers on a Budget ICML 2024 Partial Optimal Transport Based Out-of-Distribution Detection for Open-Set Semi-Supervised Learning IJCAI 2024 Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation CVPR 2024 TexTile: A Differentiable Metric for Texture Tileability CVPR 2024 Threads of Subtlety: Detecting Machine-Generated Texts Through Discourse Motifs ACL 2024 Universal Rates for Active Learning NeurIPS 2024 What an Elegant Bridge: Multilingual LLMs are Biased Similarly in Different Languages EMNLP 2024 When Fairness Meets Privacy: Exploring Privacy Threats in Fair Binary Classifiers via Membership Inference Attacks IJCAI 2024 Annotating and Disambiguating the Discourse Usage of the Enclitic dA in Turkish ACL 2023 AUC-based Selective Classification AISTATS 2023 AUC Maximization for Low-Resource Named Entity Recognition AAAI 2023 Can Label-Specific Features Help Partial-Label Learning? AAAI 2023 Class-Independent Regularization for Learning with Noisy Labels AAAI 2023 Class Prior-Free Positive-Unlabeled Learning with Taylor Variational Loss for Hyperspectral Remote Sensing Imagery ICCV 2023 Human-Aligned Calibration for AI-Assisted Decision Making NeurIPS 2023 Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization CVPR 2023 Learning Rational Subgoals from Demonstrations and Instructions AAAI 2023