Papers Using This Method
Exploring bidirectional bounds for minimax-training of Energy-based models2025-06-05Energy Matching: Unifying Flow Matching and Energy-Based Models for Generative Modeling2025-04-14Enhancing LLM Generation with Knowledge Hypergraph for Evidence-Based Medicine2025-03-18TI-JEPA: An Innovative Energy-based Joint Embedding Strategy for Text-Image Multimodal Systems2025-03-09Predictive Learning in Energy-based Models with Attractor Structures2025-01-23GL-ICNN: An End-To-End Interpretable Convolutional Neural Network for the Diagnosis and Prediction of Alzheimer's Disease2025-01-20LSEBMCL: A Latent Space Energy-Based Model for Continual Learning2025-01-09Energy-Based Preference Model Offers Better Offline Alignment than the Bradley-Terry Preference Model2024-12-18Comparative Analysis of Black-Box and White-Box Machine Learning Model in Phishing Detection2024-12-03Energy-Based Diffusion Language Models for Text Generation2024-10-28Learning Multimodal Latent Generative Models with Energy-Based Prior2024-09-30TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models2024-09-24Learning Multimodal Latent Space with EBM Prior and MCMC Inference2024-08-20Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models2024-06-30On Calibration of Speech Classification Models: Insights from Energy-Based Model Investigations2024-06-26Hitchhiker's guide on the relation of Energy-Based Models with other generative models, sampling and statistical physics: a comprehensive review2024-06-19Energy-based Epistemic Uncertainty for Graph Neural Networks2024-06-06PureEBM: Universal Poison Purification via Mid-Run Dynamics of Energy-Based Models2024-05-28Learning Latent Space Hierarchical EBM Diffusion Models2024-05-22Pseudo-label Learning with Calibrated Confidence Using an Energy-based Model2024-04-15