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Collections including paper arxiv:2506.13759

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, 2025 • 127

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, 2025 • 42
GSAI-ML/LLaDA-8B-Instruct

Text Generation • Updated Oct 21, 2025 • 486k • 354
Dream-org/Dream-v0-Base-7B

Text Generation • 8B • Updated Jul 15, 2025 • 33.8k • 53
Dream-org/Dream-v0-Instruct-7B

Text Generation • 8B • Updated Jul 15, 2025 • 128k • 154

Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding

Paper • 2505.22618 • Published May 28, 2025 • 45
DINGO: Constrained Inference for Diffusion LLMs

Paper • 2505.23061 • Published May 29, 2025 • 31
Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16, 2025 • 42
LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs

Paper • 2506.14429 • Published Jun 17, 2025 • 44

Qwen2.5-Omni Technical Report

Paper • 2503.20215 • Published Mar 26, 2025 • 172
Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO

Paper • 2505.22453 • Published May 28, 2025 • 46
UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning

Paper • 2505.23380 • Published May 29, 2025 • 22
More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models

Paper • 2505.21523 • Published May 23, 2025 • 13

AI Math: Diffusion

Controllable Text Generation for Large Language Models: A Survey

Paper • 2408.12599 • Published Aug 22, 2024 • 65
xGen-VideoSyn-1: High-fidelity Text-to-Video Synthesis with Compressed Representations

Paper • 2408.12590 • Published Aug 22, 2024 • 35
Real-Time Video Generation with Pyramid Attention Broadcast

Paper • 2408.12588 • Published Aug 22, 2024 • 17
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model

Paper • 2408.11039 • Published Aug 20, 2024 • 63

Reference Papers

Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16, 2025 • 42

Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models

Paper • 2506.06395 • Published Jun 5, 2025 • 135
Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16, 2025 • 42
LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning

Paper • 2506.18841 • Published Jun 23, 2025 • 56
SRFT: A Single-Stage Method with Supervised and Reinforcement Fine-Tuning for Reasoning

Paper • 2506.19767 • Published Jun 24, 2025 • 15

Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21, 2025 • 56
Diffusion-Based Generative Models for 3D Occupancy Prediction in Autonomous Driving

Paper • 2505.23115 • Published May 29, 2025 • 2
Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16, 2025 • 42

Long-Context Autoregressive Video Modeling with Next-Frame Prediction

Paper • 2503.19325 • Published Mar 25, 2025 • 73
Seedance 1.0: Exploring the Boundaries of Video Generation Models

Paper • 2506.09113 • Published Jun 10, 2025 • 108
Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16, 2025 • 42
Video models are zero-shot learners and reasoners

Paper • 2509.20328 • Published Sep 24, 2025 • 100

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 30
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 15
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

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, 2025 • 127

Reference Papers

Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16, 2025 • 42

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, 2025 • 42
GSAI-ML/LLaDA-8B-Instruct

Text Generation • Updated Oct 21, 2025 • 486k • 354
Dream-org/Dream-v0-Base-7B

Text Generation • 8B • Updated Jul 15, 2025 • 33.8k • 53
Dream-org/Dream-v0-Instruct-7B

Text Generation • 8B • Updated Jul 15, 2025 • 128k • 154

Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models

Paper • 2506.06395 • Published Jun 5, 2025 • 135
Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16, 2025 • 42
LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning

Paper • 2506.18841 • Published Jun 23, 2025 • 56
SRFT: A Single-Stage Method with Supervised and Reinforcement Fine-Tuning for Reasoning

Paper • 2506.19767 • Published Jun 24, 2025 • 15

Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding

Paper • 2505.22618 • Published May 28, 2025 • 45
DINGO: Constrained Inference for Diffusion LLMs

Paper • 2505.23061 • Published May 29, 2025 • 31
Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16, 2025 • 42
LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs

Paper • 2506.14429 • Published Jun 17, 2025 • 44

Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21, 2025 • 56
Diffusion-Based Generative Models for 3D Occupancy Prediction in Autonomous Driving

Paper • 2505.23115 • Published May 29, 2025 • 2
Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16, 2025 • 42

Qwen2.5-Omni Technical Report

Paper • 2503.20215 • Published Mar 26, 2025 • 172
Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO

Paper • 2505.22453 • Published May 28, 2025 • 46
UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning

Paper • 2505.23380 • Published May 29, 2025 • 22
More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models

Paper • 2505.21523 • Published May 23, 2025 • 13

Long-Context Autoregressive Video Modeling with Next-Frame Prediction

Paper • 2503.19325 • Published Mar 25, 2025 • 73
Seedance 1.0: Exploring the Boundaries of Video Generation Models

Paper • 2506.09113 • Published Jun 10, 2025 • 108
Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16, 2025 • 42
Video models are zero-shot learners and reasoners

Paper • 2509.20328 • Published Sep 24, 2025 • 100

AI Math: Diffusion

Controllable Text Generation for Large Language Models: A Survey

Paper • 2408.12599 • Published Aug 22, 2024 • 65
xGen-VideoSyn-1: High-fidelity Text-to-Video Synthesis with Compressed Representations

Paper • 2408.12590 • Published Aug 22, 2024 • 35
Real-Time Video Generation with Pyramid Attention Broadcast

Paper • 2408.12588 • Published Aug 22, 2024 • 17
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model

Paper • 2408.11039 • Published Aug 20, 2024 • 63

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 30
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 15
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

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