Methods › Computer Vision › Generative Models › EBM

energy-based model

EBM

128 papers tagged archive 2025-07-28

Introduced by Jianwen Xie et al. in A Theory of Generative ConvNet

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Papers archive 2025-07-28

30 shown of 128, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• Exploring bidirectional bounds for minimax-training of Energy-based models
  5 Jun 2025 · 0 repositories · arXiv:2506.04609
• Energy Matching: Unifying Flow Matching and Energy-Based Models for Generative Modeling
  14 Apr 2025 · 0 repositories · arXiv:2504.10612
  Syntology ran 3 of 13 samples · 10 unverified
• Enhancing LLM Generation with Knowledge Hypergraph for Evidence-Based Medicine
  18 Mar 2025 · 0 repositories · arXiv:2503.16530
• TI-JEPA: An Innovative Energy-based Joint Embedding Strategy for Text-Image Multimodal Systems
  9 Mar 2025 · 0 repositories · arXiv:2503.06380
• Predictive Learning in Energy-based Models with Attractor Structures
  23 Jan 2025 · 0 repositories · arXiv:2501.13997
• GL-ICNN: An End-To-End Interpretable Convolutional Neural Network for the Diagnosis and Prediction of Alzheimer's Disease
  20 Jan 2025 · 0 repositories · arXiv:2501.11715
• LSEBMCL: A Latent Space Energy-Based Model for Continual Learning
  9 Jan 2025 · 0 repositories · arXiv:2501.05495
• Energy-Based Preference Model Offers Better Offline Alignment than the Bradley-Terry Preference Model
  18 Dec 2024 · 0 repositories · arXiv:2412.13862
• Comparative Analysis of Black-Box and White-Box Machine Learning Model in Phishing Detection
  3 Dec 2024 · 0 repositories · arXiv:2412.02084
• Energy-Based Diffusion Language Models for Text Generation
  28 Oct 2024 · 0 repositories · arXiv:2410.21357
• Learning Multimodal Latent Generative Models with Energy-Based Prior
  30 Sep 2024 · 1 repository · arXiv:2409.19862
• TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models
  24 Sep 2024 · 1 repository · arXiv:2409.16118
  Syntology ran 2 of 2 samples · 0 unverified
• Learning Multimodal Latent Space with EBM Prior and MCMC Inference
  20 Aug 2024 · 0 repositories · arXiv:2408.10467
• Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models
  30 Jun 2024 · 1 repository · arXiv:2407.00626
  Syntology ran 9 of 18 samples · 9 unverified
• On Calibration of Speech Classification Models: Insights from Energy-Based Model Investigations
  26 Jun 2024 · 0 repositories · arXiv:2406.18065
• Hitchhiker's guide on the relation of Energy-Based Models with other generative models, sampling and statistical physics: a comprehensive review
  19 Jun 2024 · 0 repositories · arXiv:2406.13661
• Energy-based Epistemic Uncertainty for Graph Neural Networks
  6 Jun 2024 · 0 repositories · arXiv:2406.04043
• PureEBM: Universal Poison Purification via Mid-Run Dynamics of Energy-Based Models
  28 May 2024 · 1 repository · arXiv:2405.19376
• Learning Latent Space Hierarchical EBM Diffusion Models
  22 May 2024 · 0 repositories · arXiv:2405.13910
• Pseudo-label Learning with Calibrated Confidence Using an Energy-based Model
  15 Apr 2024 · 0 repositories · arXiv:2404.09585
• An Adversarial Robustness Benchmark for Enterprise Network Intrusion Detection
  25 Feb 2024 · 0 repositories · arXiv:2402.16912
• DimVis: Interpreting Visual Clusters in Dimensionality Reduction With Explainable Boosting Machine
  10 Feb 2024 · 1 repository · arXiv:2402.06885
• Robust Imitation Learning for Automated Game Testing
  9 Jan 2024 · 0 repositories · arXiv:2401.04572
• Natural Language Programming in Medicine: Administering Evidence Based Clinical Workflows with Autonomous Agents Powered by Generative Large Language Models
  5 Jan 2024 · 0 repositories · arXiv:2401.02851
• Uncertainty Visualization via Low-Dimensional Posterior Projections
  12 Dec 2023 · 1 repository · arXiv:2312.07804
• Generalized Contrastive Divergence: Joint Training of Energy-Based Model and Diffusion Model through Inverse Reinforcement Learning
  6 Dec 2023 · 0 repositories · arXiv:2312.03397
• Learning Energy-based Model via Dual-MCMC Teaching
  5 Dec 2023 · 0 repositories · arXiv:2312.02469
• Explainable Boosting Machines with Sparsity -- Maintaining Explainability in High-Dimensional Settings
  13 Nov 2023 · 1 repository · arXiv:2311.07452
• Learning Globally Optimized Language Structure via Adversarial Training
  12 Nov 2023 · 0 repositories · arXiv:2311.06771
• Energy-Calibrated VAE with Test Time Free Lunch
  7 Nov 2023 · 1 repository · arXiv:2311.04071
  Syntology ran 2 of 7 samples · 5 unverified · 7 pointer-only (licence)

Tasks archive 2025-07-28

20 shown of 113 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

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