Discrete Diffusion Models via Evolving Variational Autoregressive Networks
cs.LG, cond-mat.dis-nn, stat.ML
Submitted: 2026-09-23
Updated: 2026-09-23
Terminology
Sources
- Conditional Image Generation with Score-Based Diffusion Models
- ArchiSound: Audio Generation with Diffusion
- Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution
- Discrete Diffusion in Large Language and Multimodal Models: A Survey
- Leveraging Pretrained Language Models as Energy Functions for Glauber Dynamics Text Diffusion
- When to Commit? Towards Variable-Size Self-Contained Blocks for Discrete Diffusion Language Models
- Steering Without Breaking: Mechanistically Informed Interventions for Discrete Diffusion Language Models
- From Independent to Correlated Diffusion: Generalized Generative Modeling with Probabilistic Computers
- Scalable Physics-Inspired Transformers for Spin Glasses
- Tracking large chemical reaction networks and rare events by neural networks
- Score-based Continuous-time Discrete Diffusion Models
- Markov Chain Monte Carlo with Diffusion Paths
- Fast Solvers for Discrete Diffusion Models: Theory and Applications of High-Order Algorithms
- Accelerating Discrete Diffusion Models with Parallel-In-Time Sampling
- Adam: A Method for Stochastic Optimization
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