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2505.24857
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Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking
30 May 2025
Heli Ben-Hamu
Itai Gat
Daniel Severo
Niklas Nolte
Brian Karrer
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Papers citing
"Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking"
25 / 25 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
237
3
0
26 Nov 2025
Orchestrating Dual-Boundaries: An Arithmetic Intensity Inspired Acceleration Framework for Diffusion Language Models
Linye Wei
Wenjue Chen
Pingzhi Tang
Xiaotian Guo
Le Ye
Runsheng Wang
Meng Li
AI4CE
111
0
0
24 Nov 2025
CDLM: Consistency Diffusion Language Models For Faster Sampling
Minseo Kim
Chenfeng Xu
Coleman Hooper
Harman Singh
Ben Athiwaratkun
Ce Zhang
Kurt Keutzer
Amir Gholami
202
0
0
24 Nov 2025
KLASS: KL-Guided Fast Inference in Masked Diffusion Models
S. Kim
S. Hong
Hojung Jung
Youngrok Park
Se-Young Yun
DiffM
VLM
139
0
0
07 Nov 2025
Lookahead Unmasking Elicits Accurate Decoding in Diffusion Language Models
Sanghyun Lee
Seungryong Kim
Jongho Park
D. Park
221
3
0
04 Nov 2025
No Compute Left Behind: Rethinking Reasoning and Sampling with Masked Diffusion Models
Zachary Horvitz
Raghav Singhal
Hao Zou
Carles Domingo-Enrich
Zhou Yu
Rajesh Ranganath
Kathleen McKeown
LRM
149
1
0
22 Oct 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
142
4
0
20 Oct 2025
On the Reasoning Abilities of Masked Diffusion Language Models
Anej Svete
Ashish Sabharwal
DiffM
LRM
112
0
0
15 Oct 2025
Latent Refinement Decoding: Enhancing Diffusion-Based Language Models by Refining Belief States
Qinglin Zhu
Yizhen Yao
Runcong Zhao
Yanzheng Xiang
Amrutha Saseendran
Chen Jin
Philip Teare
Bin Liang
Yulan He
Lin Gui
DiffM
180
1
0
13 Oct 2025
Enhancing Reasoning for Diffusion LLMs via Distribution Matching Policy Optimization
Y. Zhu
Wei Guo
Jaemoo Choi
Petr Molodyk
Bo Yuan
Molei Tao
Yongxin Chen
LRM
204
4
0
09 Oct 2025
Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion
Satoshi Hayakawa
Yuhta Takida
Masaaki Imaizumi
Hiromi Wakaki
Yuki Mitsufuji
DiffM
363
0
0
06 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
203
12
0
06 Oct 2025
Self Speculative Decoding for Diffusion Large Language Models
Yifeng Gao
Ziang Ji
Y. Wang
Biqing Qi
Hanlin Xu
Linfeng Zhang
DiffM
LRM
325
5
0
05 Oct 2025
Rainbow Padding: Mitigating Early Termination in Instruction-Tuned Diffusion LLMs
Bumjun Kim
Dongjae Jeon
Dueun Kim
Wonje Jeung
Albert No
172
1
0
04 Oct 2025
DiFFPO: Training Diffusion LLMs to Reason Fast and Furious via Reinforcement Learning
Hanyang Zhao
Dawen Liang
Wenpin Tang
David Yao
Nathan Kallus
214
4
0
02 Oct 2025
Fine-Tuning Masked Diffusion for Provable Self-Correction
Jaeyeon Kim
Seunggeun Kim
Taekyun Lee
David Z. Pan
Hyeji Kim
Sham Kakade
Sitan Chen
DiffM
307
2
0
01 Oct 2025
Fast-dLLM v2: Efficient Block-Diffusion LLM
Chengyue Wu
Hao Zhang
Shuchen Xue
Shizhe Diao
Y. Fu
Zhijian Liu
Pavlo Molchanov
Ping Luo
Song Han
Enze Xie
AI4CE
217
27
0
30 Sep 2025
DiffTester: Accelerating Unit Test Generation for Diffusion LLMs via Repetitive Pattern
Lekang Yang
Yuetong Liu
Yitong Zhang
Jia Li
197
1
0
29 Sep 2025
Set Block Decoding is a Language Model Inference Accelerator
Itai Gat
Heli Ben-Hamu
Marton Havasi
Daniel Haziza
Jeremy Reizenstein
Gabriel Synnaeve
David Lopez-Paz
Brian Karrer
Y. Lipman
162
7
0
04 Sep 2025
Any-Order Flexible Length Masked Diffusion
Jaeyeon Kim
Lee Cheuk-Kit
Carles Domingo-Enrich
Yilun Du
Sham Kakade
Timothy Ngotiaoco
Sitan Chen
Michael Albergo
290
13
0
31 Aug 2025
Empirical Analysis of Decoding Biases in Masked Diffusion Models
Pengcheng Huang
Shuhao Liu
Zhenghao Liu
Shi Yu
Kaiyan Zhang
Zulong Chen
Tong Xiao
Maosong Sun
232
13
0
18 Aug 2025
Beyond Fixed: Training-Free Variable-Length Denoising for Diffusion Large Language Models
Jinsong Li
Xiaoyi Dong
Yuhang Zang
Yuhang Cao
Jiaqi Wang
Dahua Lin
DiffM
181
13
0
01 Aug 2025
Wide-In, Narrow-Out: Revokable Decoding for Efficient and Effective DLLMs
Feng Hong
Geng Yu
Yushi Ye
Haicheng Huang
Huangjie Zheng
Ya Zhang
Yanfeng Wang
Jiangchao Yao
195
13
0
24 Jul 2025
Plan for Speed: Dilated Scheduling for Masked Diffusion Language Models
Omer Luxembourg
Haim Permuter
Eliya Nachmani
DiffM
255
14
0
23 Jun 2025
Discrete Diffusion in Large Language and Multimodal Models: A Survey
Runpeng Yu
Qi Li
Xinchao Wang
DiffM
AI4CE
540
26
0
16 Jun 2025
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