mahalanobis distance

HyCal: A Training-Free Prototype Calibration Method for Cross-Discipline Few-Shot Class-Incremental Learning CVPR 2026 Streamlined Knowledge Distillation CVPR 2026 Verifiable LLM-Generated Text Detection via Projected Semantic-Structural Distributions ACL 2026 A Multivariate Unimodality Test Harnessing the Dip Statistic of Mahalanobis Distances Over Random Projections UAI 2025 Class Distillation with Mahalanobis Contrast: An Efficient Training Paradigm for Pragmatic Language Understanding Tasks ACL 2025 Infinite-dimensional Mahalanobis Distance with Applications to Kernelized Novelty Detection JMLR 2025 Mahalanobis++: Improving OOD Detection via Feature Normalization ICML 2025 Max-Mahalanobis Anchors Guidance for Multi-View Clustering AAAI 2025 Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning ICML 2025 Some Targets Are Harder to Identify than Others: Quantifying the Target-dependent Membership Leakage AISTATS 2025 Token-Level Density-Based Uncertainty Quantification Methods for Eliciting Truthfulness of Large Language Models NAACL 2025 Cluster-Adaptive Network A/B Testing: From Randomization to Estimation JMLR 2024 Elliptical Attention NeurIPS 2024 Metric Learning from Limited Pairwise Preference Comparisons UAI 2024 SimCalib: Graph Neural Network Calibration Based on Similarity between Nodes AAAI 2024 Transformer-based Joint Modelling for Automatic Essay Scoring and Off-Topic Detection COLING 2024 Hierarchical Visual Categories Modeling: A Joint Representation Learning and Density Estimation Framework for Out-of-Distribution Detection ICCV 2023 Learning Sample Difficulty from Pre-trained Models for Reliable Prediction NeurIPS 2023 Perceptual adjustment queries and an inverted measurement paradigm for low-rank metric learning NeurIPS 2023 Progressive Transformation Learning for Leveraging Virtual Images in Training CVPR 2023 Simple and Effective Out-of-Distribution Detection via Cosine-based Softmax Loss ICCV 2023 Task Agnostic and Post-Hoc Unseen Distribution Detection WACV 2023 Unsupervised Out-of-Distribution Dialect Detection with Mahalanobis Distance Interspeech 2023 Enhancing Few-Shot Image Classification With Unlabelled Examples WACV 2022 Gradient-Based Novelty Detection Boosted by Self-Supervised Binary Classification AAAI 2022