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Papers
Empirical Analysis of Decoding Biases in Masked Diffusion Models
ACL 2026
LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning
CVPR 2026
Optimal Inference Schedules for Masked Diffusion Models
COLT 2026
Di[M]O: Distilling Masked Diffusion Models into One-step Generator
ICCV 2025
Effective and Efficient Masked Image Generation Models
ICML 2025
Masked Diffusion Captioning for Visual Feature Learning
EMNLP 2025
Masked Diffusion Models are Secretly Time-Agnostic Masked Models and Exploit Inaccurate Categorical Sampling
ICLR 2025
OmiAD: One-Step Adaptive Masked Diffusion Model for Multi-class Anomaly Detection via Adversarial Distillation
ICML 2025
Scaling up Masked Diffusion Models on Text
ICLR 2025
Steering Masked Discrete Diffusion Models via Discrete Denoising Posterior Prediction
ICLR 2025
Train for the Worst, Plan for the Best: Understanding Token Ordering in Masked Diffusions
ICML 2025