generative classifier

Autonomous Data Selection with Zero-shot Generative Classifiers for Mathematical Texts ACL 2025 Generative Classifiers Avoid Shortcut Solutions ICLR 2025 Generative or Discriminative? Revisiting Text Classification in the Era of Transformers EMNLP 2025 Context-Specific Refinements of Bayesian Network Classifiers PGM 2024 Robust Classification via a Single Diffusion Model ICML 2024 GeT: Generative Target Structure Debiasing for Domain Adaptation ICCV 2023 Revisiting Discriminative vs. Generative Classifiers: Theory and Implications ICML 2023 RoPAWS: Robust Semi-supervised Representation Learning from Uncurated Data ICLR 2023 Chroma-VAE: Mitigating Shortcut Learning with Generative Classifiers NeurIPS 2022 GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models NeurIPS 2022 REGroup: Rank-Aggregating Ensemble of Generative Classifiers for Robust Predictions WACV 2022 A Language Model-based Generative Classifier for Sentence-level Discourse Parsing EMNLP 2021 Generative Classifiers as a Basis for Trustworthy Image Classification CVPR 2021 Generative vs. Discriminative: Rethinking The Meta-Continual Learning NeurIPS 2021 Synthesize-It-Classifier: Learning a Generative Classifier Through Recurrent Self-Analysis CVPR 2021 A Deep Generative Distance-Based Classifier for Out-of-Domain Detection with Mahalanobis Space COLING 2020 Classification with Rejection: Scaling Generative Classifiers with Supervised Deep Infomax IJCAI 2020 Discriminatively-Tuned Generative Classifiers for Robust Natural Language Inference EMNLP 2020 Likelihood Ratios and Generative Classifiers for Unsupervised Out-of-Domain Detection in Task Oriented Dialog AAAI 2020 Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification NeurIPS 2020 Understanding the Limitations of Conditional Generative Models ICLR 2020 Universal Source-Free Domain Adaptation CVPR 2020 Latent-Variable Generative Models for Data-Efficient Text Classification EMNLP 2019 Robust Inference via Generative Classifiers for Handling Noisy Labels ICML 2019 On autoencoder scoring ICML 2013