Structured Denoising Diffusion Models in Discrete State-Spaces
Paper
• 2107.03006 • Published
• 1
Diffusion Language Models
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Simplified and Generalized Masked Diffusion for Discrete Data
Paper • 2406.04329 • Published • 8 -
Simple and Effective Masked Diffusion Language Models
Paper • 2406.07524 • Published • 12 -
Large Language Diffusion Models
Paper • 2502.09992 • Published • 126 -
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models
Paper • 2503.09573 • Published • 76 -
MMaDA: Multimodal Large Diffusion Language Models
Paper • 2505.15809 • Published • 98 -
LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models
Paper • 2505.19223 • Published • 9 -
Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding
Paper • 2505.22618 • Published • 45 -
Discrete Diffusion in Large Language and Multimodal Models: A Survey
Paper • 2506.13759 • Published • 43 -
A Survey on Parallel Text Generation: From Parallel Decoding to Diffusion Language Models
Paper • 2508.08712 • Published -
A Survey on Diffusion Language Models
Paper • 2508.10875 • Published • 34 -
Dream 7B: Diffusion Large Language Models
Paper • 2508.15487 • Published -
Fast-dLLM v2: Efficient Block-Diffusion LLM
Paper • 2509.26328 • Published • 58