Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models
Paper
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2503.09573
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Published
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73
Diffusion
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Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective
Paper • 2505.15045 • Published • 54 -
Dimple: Discrete Diffusion Multimodal Large Language Model with Parallel Decoding
Paper • 2505.16990 • Published • 22 -
D-AR: Diffusion via Autoregressive Models
Paper • 2505.23660 • Published • 34 -
DINGO: Constrained Inference for Diffusion LLMs
Paper • 2505.23061 • Published • 31 -
The Diffusion Duality
Paper • 2506.10892 • Published • 37 -
Marrying Autoregressive Transformer and Diffusion with Multi-Reference Autoregression
Paper • 2506.09482 • Published • 45 -
LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs
Paper • 2506.14429 • Published • 44 -
DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Paper • 2506.20639 • Published • 31 -
FreeMorph: Tuning-Free Generalized Image Morphing with Diffusion Model
Paper • 2507.01953 • Published • 19 -
Upsample What Matters: Region-Adaptive Latent Sampling for Accelerated Diffusion Transformers
Paper • 2507.08422 • Published • 36 -
Beyond Fixed: Variable-Length Denoising for Diffusion Large Language Models
Paper • 2508.00819 • Published • 62 -
Bifrost-1: Bridging Multimodal LLMs and Diffusion Models with Patch-level CLIP Latents
Paper • 2508.05954 • Published • 6 -
Noise Hypernetworks: Amortizing Test-Time Compute in Diffusion Models
Paper • 2508.09968 • Published • 15 -
S^2-Guidance: Stochastic Self Guidance for Training-Free Enhancement of Diffusion Models
Paper • 2508.12880 • Published • 46 -
Transition Models: Rethinking the Generative Learning Objective
Paper • 2509.04394 • Published • 28 -
From Editor to Dense Geometry Estimator
Paper • 2509.04338 • Published • 91 -
Discrete Noise Inversion for Next-scale Autoregressive Text-based Image Editing
Paper • 2509.01984 • Published • 6 -
Reconstruction Alignment Improves Unified Multimodal Models
Paper • 2509.07295 • Published • 39 -
Locality in Image Diffusion Models Emerges from Data Statistics
Paper • 2509.09672 • Published • 12 -
Inpainting-Guided Policy Optimization for Diffusion Large Language Models
Paper • 2509.10396 • Published • 15 -
Seedream 4.0: Toward Next-generation Multimodal Image Generation
Paper • 2509.20427 • Published • 74 -
SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse-Linear Attention
Paper • 2509.24006 • Published • 114 -
Diffusion Transformers with Representation Autoencoders
Paper • 2510.11690 • Published • 157 -
pi-Flow: Policy-Based Few-Step Generation via Imitation Distillation
Paper • 2510.14974 • Published • 7 -
Attention Is All You Need for KV Cache in Diffusion LLMs
Paper • 2510.14973 • Published • 35 -
Latent Diffusion Model without Variational Autoencoder
Paper • 2510.15301 • Published • 39