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Empirical Analysis of Decoding Biases in Masked Diffusion Models
18 August 2025
Pengcheng Huang
Shuhao Liu
Zhenghao Liu
Shi Yu
Kaiyan Zhang
Zulong Chen
Tong Xiao
Maosong Sun
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Papers citing
"Empirical Analysis of Decoding Biases in Masked Diffusion Models"
7 / 7 papers shown
From Bits to Rounds: Parallel Decoding with Exploration for Diffusion Language Models
Hengyu Fu
Baihe Huang
Virginia Adams
Charles Wang
Venkat Srinivasan
Jiantao Jiao
276
11
0
26 Nov 2025
A Comprehensive Study on Visual Token Redundancy for Discrete Diffusion-based Multimodal Large Language Models
Duo Li
Zuhao Yang
Xiaoqin Zhang
Ling Shao
Shijian Lu
VLM
253
2
0
19 Nov 2025
Lookahead Unmasking Elicits Accurate Decoding in Diffusion Language Models
Sanghyun Lee
Seungryong Kim
Jongho Park
D. Park
295
8
0
04 Nov 2025
Saber: An Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model
Yihong Dong
Zhaoyu Ma
Xue Jiang
Zhiyuan Fan
Jiaru Qian
...
Rongyu Cao
B. Li
Fei Huang
Yongbin Li
Ge Li
185
8
0
20 Oct 2025
ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs
Wonjun Kang
Kevin Galim
Seunghyuk Oh
M Lee
Yuchen Zeng
...
Coleman Hooper
Yuezhou Hu
H. Koo
N. Cho
Kangwook Lee
255
20
0
06 Oct 2025
d
2
^2
2
Cache: Accelerating Diffusion-Based LLMs via Dual Adaptive Caching
Yuchu Jiang
Yue Cai
Xiangzhong Luo
Jiale Fu
Jiarui Wang
Chonghan Liu
Xu Yang
207
9
0
27 Sep 2025
Discrete Diffusion in Large Language and Multimodal Models: A Survey
Runpeng Yu
Qi Li
Xinchao Wang
DiffM
AI4CE
621
39
0
16 Jun 2025
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