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Collections including paper arxiv:2505.15809

Diffusion Language Models

Structured Denoising Diffusion Models in Discrete State-Spaces

Paper • 2107.03006 • Published Jul 7, 2021 • 1
Simplified and Generalized Masked Diffusion for Discrete Data

Paper • 2406.04329 • Published Jun 6, 2024 • 8
Simple and Effective Masked Diffusion Language Models

Paper • 2406.07524 • Published Jun 11, 2024 • 12
Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14 • 123

Diffusion Model

MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21 • 97
Diffusion World Model

Paper • 2402.03570 • Published Feb 5, 2024 • 8

ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

Paper • 2505.24864 • Published May 30 • 142
ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development

Paper • 2506.05010 • Published Jun 5 • 79
SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training

Paper • 2506.05301 • Published Jun 5 • 56
LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning

Paper • 2505.16933 • Published May 22 • 34

Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21 • 54
MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21 • 97
R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing

Paper • 2505.21600 • Published May 27 • 71
Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO

Paper • 2505.22453 • Published May 28 • 46

MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21 • 97
Matrix-Game 2.0: An Open-Source, Real-Time, and Streaming Interactive World Model

Paper • 2508.13009 • Published Aug 18 • 25

about 23 hours ago

Test-Time Scaling with Reflective Generative Model

Paper • 2507.01951 • Published Jul 2 • 107
Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Paper • 2502.05171 • Published Feb 7 • 151
Autoregressive Diffusion Models

Paper • 2110.02037 • Published Oct 5, 2021
EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling

Paper • 2502.09509 • Published Feb 13 • 8

Discrete Diffusion LLM & MLLM

An collection of research/models in discrete diffusion large language and multimodal models

Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16 • 43
GSAI-ML/LLaDA-8B-Instruct

Text Generation • 8B • Updated Oct 21 • 239k • 337
Dream-org/Dream-v0-Base-7B

Text Generation • 8B • Updated Jul 15 • 332k • 51
Dream-org/Dream-v0-Instruct-7B

Text Generation • 8B • Updated Jul 15 • 92.5k • 144

Diffusion Language&MultiModal Modeling

MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21 • 97
Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference

Paper • 2508.02193 • Published Aug 4 • 132
Diffusion Language Models Know the Answer Before Decoding

Paper • 2508.19982 • Published Aug 27 • 23

MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21 • 97
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21 • 54
ShareGPT-4o-Image: Aligning Multimodal Models with GPT-4o-Level Image Generation

Paper • 2506.18095 • Published Jun 22 • 66
Inverse-and-Edit: Effective and Fast Image Editing by Cycle Consistency Models

Paper • 2506.19103 • Published Jun 23 • 42

Multimodal Modals

MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21 • 97
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning

Paper • 2507.13348 • Published Jul 17 • 77

Diffusion Language Models

Structured Denoising Diffusion Models in Discrete State-Spaces

Paper • 2107.03006 • Published Jul 7, 2021 • 1
Simplified and Generalized Masked Diffusion for Discrete Data

Paper • 2406.04329 • Published Jun 6, 2024 • 8
Simple and Effective Masked Diffusion Language Models

Paper • 2406.07524 • Published Jun 11, 2024 • 12
Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14 • 123

about 23 hours ago

Test-Time Scaling with Reflective Generative Model

Paper • 2507.01951 • Published Jul 2 • 107
Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Paper • 2502.05171 • Published Feb 7 • 151
Autoregressive Diffusion Models

Paper • 2110.02037 • Published Oct 5, 2021
EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling

Paper • 2502.09509 • Published Feb 13 • 8

Diffusion Model

MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21 • 97
Diffusion World Model

Paper • 2402.03570 • Published Feb 5, 2024 • 8

Discrete Diffusion LLM & MLLM

An collection of research/models in discrete diffusion large language and multimodal models

Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16 • 43
GSAI-ML/LLaDA-8B-Instruct

Text Generation • 8B • Updated Oct 21 • 239k • 337
Dream-org/Dream-v0-Base-7B

Text Generation • 8B • Updated Jul 15 • 332k • 51
Dream-org/Dream-v0-Instruct-7B

Text Generation • 8B • Updated Jul 15 • 92.5k • 144

ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

Paper • 2505.24864 • Published May 30 • 142
ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development

Paper • 2506.05010 • Published Jun 5 • 79
SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training

Paper • 2506.05301 • Published Jun 5 • 56
LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning

Paper • 2505.16933 • Published May 22 • 34

Diffusion Language&MultiModal Modeling

MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21 • 97
Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference

Paper • 2508.02193 • Published Aug 4 • 132
Diffusion Language Models Know the Answer Before Decoding

Paper • 2508.19982 • Published Aug 27 • 23

Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21 • 54
MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21 • 97
R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing

Paper • 2505.21600 • Published May 27 • 71
Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO

Paper • 2505.22453 • Published May 28 • 46

MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21 • 97
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21 • 54
ShareGPT-4o-Image: Aligning Multimodal Models with GPT-4o-Level Image Generation

Paper • 2506.18095 • Published Jun 22 • 66
Inverse-and-Edit: Effective and Fast Image Editing by Cycle Consistency Models

Paper • 2506.19103 • Published Jun 23 • 42

MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21 • 97
Matrix-Game 2.0: An Open-Source, Real-Time, and Streaming Interactive World Model

Paper • 2508.13009 • Published Aug 18 • 25

Multimodal Modals

MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21 • 97
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning

Paper • 2507.13348 • Published Jul 17 • 77

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