Paper Citation Record · LEDGER

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

As of 23 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 26 inbound Pith citation observations for arXiv:2505.24857.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.24857 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:35:42.589288Z

measured 69 of 69 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 26 of 26 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:35:51.808578Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-01T23:36:23.363394Z

Reference resolution

43 of 43 outbound references displayed

verified exact1
verified fuzzy10
unresolved32
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bf42d498-1d87-4037-99ee-67e49e380eaa · outbound

This paper cites an unresolved cited work.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:45.654063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f0bfc19b-5634-4f7f-b466-4b2fdc69a3c4 · outbound

This paper cites Block diffusion: Interpolating between autoregressive and diffusion language models.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Block diffusion: Interpolating between autoregressive and diffusion language models

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:45.496122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cb5dfc5e-da7a-4540-9df4-e27e7c10e862 · outbound

This paper cites Structured denoising diffusion models in discrete state-spaces.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Structured denoising diffusion models in discrete state-spaces

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:38.277357Z

Source-reported events for the cited work

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Observation 27c18ea9-6b76-4e31-9297-0de885881ccc · outbound

This paper cites Program Synthesis with Large Language Models.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Program Synthesis with Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:38.367630Z

Source-reported events for the cited work

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Observation 4a025f8f-0602-45c8-919b-370bc98d067c · outbound

This paper cites Meissonic: Revitalizing masked generative transformers for efficient high-resolution text-to-image synthesis.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Meissonic: Revitalizing masked generative transformers for efficient high-resolution text-to-image synthesis

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:45.318872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 530cb348-e3ad-4a6b-9a65-7805e5bf931f · outbound

This paper cites Halton Scheduler For Masked Generative Image Transformer.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Halton Scheduler For Masked Generative Image Transformer

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:38.571414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b10f83f-5f08-4358-ab5a-2f8dd2288444 · outbound

This paper cites Generative Flows on Discrete State-Spaces: Enabling Multimodal Flows with Applications to Protein Co-Design.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Generative Flows on Discrete State-Spaces: Enabling Multimodal Flows with Applications to Protein Co-Design

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:38.676694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1310ecb-8d82-4e95-b7a1-b67f06f1764e · outbound

This paper cites Maskgit: Masked generative image transformer.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Maskgit: Masked generative image transformer

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:38.752467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01c30269-6e72-404f-ba32-c447b3ea04e0 · outbound

This paper cites Accelerating Large Language Model Decoding with Speculative Sampling.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Accelerating Large Language Model Decoding with Speculative Sampling

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:38.842526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9aed273-c95c-4723-9a4f-146d74377523 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Evaluating Large Language Models Trained on Code

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:38.943799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88f20c13-b894-4daf-8e0a-1daefd366990 · outbound

This paper cites Speculative Diffusion Decoding: Accelerating Language Generation through Diffusion.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Speculative Diffusion Decoding: Accelerating Language Generation through Diffusion

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:39.014399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfc24dc3-934e-4ef0-aad4-2b9e554ffa47 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Training Verifiers to Solve Math Word Problems

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:39.087828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a401077-0a64-4b57-9a41-49104496e4be · outbound

This paper cites Accelerated Diffusion Models via Speculative Sampling.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Accelerated Diffusion Models via Speculative Sampling

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:39.166997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ab7d124-cbbe-4e7a-84ed-8328c13e362e · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Bert: Pre-training of deep bidirectional transformers for language understanding

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:39.243674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06148720-cb84-4c24-af7a-97f64f111595 · outbound

This paper cites Scaling Rectified Flow Transformers for High-Resolution Image Synthesis.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:39.323468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2d1043c-aef7-49d3-8cc7-b6e3125cb5a2 · outbound

This paper cites Discrete Flow Matching.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Discrete Flow Matching

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:39.417574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 508ea7c8-c21f-46f8-9706-029111297c00 · outbound

This paper cites Reviving Any-Subset Autoregressive Models with Principled Parallel Sampling and Speculative Decoding.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Reviving Any-Subset Autoregressive Models with Principled Parallel Sampling and Speculative Decoding

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:39.495518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7958d7a-aecc-479f-a7a4-fbbab315a466 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Measuring Mathematical Problem Solving With the MATH Dataset

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:39.602927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f8670ea-cb88-4034-a949-3ea83bc55f49 · outbound

This paper cites Gritsenko, Jasmijn Bastings, Ben Poole, Rianne van den Berg, and Tim Salimans.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Gritsenko, Jasmijn Bastings, Ben Poole, Rianne van den Berg, and Tim Salimans

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:45.138472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7e911319-7361-4d72-8b4a-5841c0f56d71 · outbound

This paper cites Train for the Worst, Plan for the Best: Understanding Token Ordering in Masked Diffusions.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Train for the Worst, Plan for the Best: Understanding Token Ordering in Masked Diffusions

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:39.784074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d2e6c57-dec7-4d2d-a53c-5bed9dfc03c6 · outbound

This paper cites An Introduction to Variational Autoencoders.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking An Introduction to Variational Autoencoders

Reference 21

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 801637c6-bf72-45f2-a7c9-a0159f08224c · outbound

This paper cites DiSK: A Diffusion Model for Structured Knowledge.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking DiSK: A Diffusion Model for Structured Knowledge

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:39.948700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a43a8a4-b903-484f-8751-ef9e75b05faf · outbound

This paper cites Discrete predictor-corrector diffusion models for image synthesis.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Discrete predictor-corrector diffusion models for image synthesis

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:44.991940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 32bb18e0-71d8-4635-acba-a9a1226748db · outbound

This paper cites Think While You Generate: Discrete Diffusion with Planned Denoising.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Think While You Generate: Discrete Diffusion with Planned Denoising

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:40.252826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d52a8eea-250f-48ec-9890-442aa924ecd8 · outbound

This paper cites Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 25

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Source-reported events for the cited work

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Observation 2049f0b1-791c-494b-a851-080fc4d09a37 · outbound

This paper cites Scaling up masked diffusion models on text.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Scaling up masked diffusion models on text

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:44.799859Z

Source-reported events for the cited work

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Observation 09f642f1-b03c-4b91-a22f-518d3deef9ba · outbound

This paper cites Large Language Diffusion Models.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Large Language Diffusion Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:40.754768Z

Source-reported events for the cited work

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Observation a165c618-1cd5-4aa9-a385-a0c1aae0ed57 · outbound

This paper cites Transformers Can Navigate Mazes With Multi-Step Prediction.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Transformers Can Navigate Mazes With Multi-Step Prediction

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:35:43.278646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4a623b06-e182-4799-9ee5-1a2501c7a2fe · outbound

This paper cites Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:41.084476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8299c409-b0a5-45b0-90cd-5b59fe583697 · outbound

This paper cites -gpts: A new approach to autoregressive models.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking -gpts: A new approach to autoregressive models

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:44.641643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3d6a073c-c4b3-4bc4-a853-92005c84fb96 · outbound

This paper cites : Optimizing sampling schedule of discrete diffusion models.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking : Optimizing sampling schedule of discrete diffusion models

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:44.474182Z

Source-reported events for the cited work

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Observation 6bb092c9-cf88-4ec4-a86e-83616489a59a · outbound

This paper cites Path planning for masked diffusion model sampling.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Path planning for masked diffusion model sampling

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:41.439827Z

Source-reported events for the cited work

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Observation 73135b7e-14d0-4374-a5a9-d0eb02e715f7 · outbound

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Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Movie Gen: A Cast of Media Foundation Models

Reference 33

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Source-reported events for the cited work

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Observation 65f3bccc-a938-4ecc-bb3e-feec90682c53 · outbound

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Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Fast solvers for discrete diffusion models: Theory and applications of high-order algorithms

Reference 34

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Source-reported events for the cited work

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Observation 892591e4-e0dd-4b98-a655-469fe1a96c42 · outbound

This paper cites Simple and effective masked diffusion language models.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Simple and effective masked diffusion language models

Reference 35

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Source-reported events for the cited work

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Observation 9af00ec0-b7a1-4803-8af5-c6c06462a6b7 · outbound

This paper cites A deep and tractable density estimator.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking A deep and tractable density estimator

Reference 36

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Source-reported events for the cited work

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Observation e6fc4151-7d08-4c03-b6f1-19fc1e9048e7 · outbound

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Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Remasking discrete diffusion models with inference-time scaling

Reference 37

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Source-reported events for the cited work

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Observation 4c17075c-be4f-46fc-b492-2a89a1279b6d · outbound

This paper cites Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 38

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Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Dream 7b, 2025

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:43.882473Z

Source-reported events for the cited work

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Observation e5a77444-fd10-443a-9ee8-101e21c65e89 · outbound

This paper cites Masked Diffusion Models are Secretly Time-Agnostic Masked Models and Exploit Inaccurate Categorical Sampling.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Masked Diffusion Models are Secretly Time-Agnostic Masked Models and Exploit Inaccurate Categorical Sampling

Reference 40

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17e4463e-be1d-4bb6-9a62-1e0ed94f85d0 · outbound

This paper cites A Reparameterized Discrete Diffusion Model for Text Generation.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking A Reparameterized Discrete Diffusion Model for Text Generation

Reference 41

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Source-reported events for the cited work

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Observation c2677c5b-40e5-4f9a-a664-5250502c760a · outbound

This paper cites Di$\mathtt{[M]}$O: Distilling Masked Diffusion Models into One-step Generator.

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Di$\mathtt{[M]}$O: Distilling Masked Diffusion Models into One-step Generator

Reference 42

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Source-reported events for the cited work

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Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking write newline

Reference 43

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Pith citing papers

Observation 1a86f087-dd08-4bb0-ac17-f09bae2520ae · inbound

Plan for Speed: Dilated Scheduling for Masked Diffusion Language Models cites this paper.

Plan for Speed: Dilated Scheduling for Masked Diffusion Language Models Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 2021

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Observation 3c56ef84-1963-4241-acf9-318e5a20807b · inbound

Any-Order Flexible Length Masked Diffusion cites this paper.

Any-Order Flexible Length Masked Diffusion Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 46

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Observation ba1a3b7f-f5f2-45da-846a-5b844381f4b5 · inbound

Set Block Decoding is a Language Model Inference Accelerator cites this paper.

Set Block Decoding is a Language Model Inference Accelerator Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 2021

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Observation a214e095-16a1-4f9e-9c7b-dd283e52158d · inbound

Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion cites this paper.

Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 1

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Observation 7fabcc08-1644-48ba-99ec-7d3876e8adf7 · inbound

ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs cites this paper.

ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 2021

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Observation 27739083-f1fb-4d4e-a694-30e38ee89935 · inbound

Orchestrating Dual-Boundaries: An Arithmetic Intensity Inspired Acceleration Framework for Diffusion Language Models cites this paper.

Orchestrating Dual-Boundaries: An Arithmetic Intensity Inspired Acceleration Framework for Diffusion Language Models Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 3

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Observation aaf3f235-c99a-4de3-9b41-442ca2603dd3 · inbound

The Flexibility Trap: Rethinking the Value of Arbitrary Order in Diffusion Language Models cites this paper.

The Flexibility Trap: Rethinking the Value of Arbitrary Order in Diffusion Language Models Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 3

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Observation 750739bd-c67f-46fa-bdfe-a9e04f7f4b9b · inbound

Adaptive Visual Autoregressive Acceleration via Dual-Linkage Entropy Analysis cites this paper.

Adaptive Visual Autoregressive Acceleration via Dual-Linkage Entropy Analysis Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 1

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Observation 0ad439ea-2dd1-46fe-bf68-72f79dc4d19f · inbound

DSB: Dynamic Sliding Block Scheduling for Diffusion LLMs cites this paper.

DSB: Dynamic Sliding Block Scheduling for Diffusion LLMs Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 2025

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Source-reported events for the cited work

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Observation 1cc2f3d0-d7a6-4bad-9f97-d1e1e35c8c31 · inbound

Can I Have Your Order? Monte-Carlo Tree Search for Slot Filling Ordering in Diffusion Language Models cites this paper.

Can I Have Your Order? Monte-Carlo Tree Search for Slot Filling Ordering in Diffusion Language Models Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T23:50:33.176435Z

Source-reported events for the cited work

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Observation 95f122c7-01a6-4edd-baf3-7318880908d9 · inbound

DMax: Aggressive Parallel Decoding for dLLMs cites this paper.

DMax: Aggressive Parallel Decoding for dLLMs Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:41:04.838343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 034efed6-7778-4103-8bf2-5a1d336b0f98 · inbound

DMax: Aggressive Parallel Decoding for dLLMs cites this paper.

DMax: Aggressive Parallel Decoding for dLLMs Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-19T16:47:40.139007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 43ac7da1-dd89-4e65-a8d8-c3b214f709c2 · inbound

Stability-Weighted Decoding for Diffusion Language Models cites this paper.

Stability-Weighted Decoding for Diffusion Language Models Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:31:31.314223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c256d74b-6b37-42ab-988e-e849ddad7a24 · inbound

LEAP: Unlocking dLLM Parallelism via Lookahead Early-Convergence Token Detection cites this paper.

LEAP: Unlocking dLLM Parallelism via Lookahead Early-Convergence Token Detection Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:17:07.846077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4c15eb2f-b466-4eb9-8341-3b17b1881705 · inbound

Differences in Text Generated by Diffusion and Autoregressive Language Models cites this paper.

Differences in Text Generated by Diffusion and Autoregressive Language Models Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:59:27.119167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a4c27ce0-907d-46a5-bc3d-99805e357916 · inbound

Roll Out and Roll Back: Diffusion LLMs are Their Own Efficiency Teachers cites this paper.

Roll Out and Roll Back: Diffusion LLMs are Their Own Efficiency Teachers Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-19T20:42:46.152840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4ba33f71-4072-4fda-82b0-ef55d5cd559d · inbound

Backdooring Masked Diffusion Language Models cites this paper.

Backdooring Masked Diffusion Language Models Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-20T07:33:07.476807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ea572184-9c9b-4b53-a6b6-0399b5aa928c · inbound

Backdooring Masked Diffusion Language Models cites this paper.

Backdooring Masked Diffusion Language Models Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-06-30T18:04:58.204179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 76797324-f094-42b8-8b0d-8bfa72052c49 · inbound

PulseCol: Periodically Refreshed Column-Sparse Attention for Accelerating Diffusion Language Models cites this paper.

PulseCol: Periodically Refreshed Column-Sparse Attention for Accelerating Diffusion Language Models Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-21T05:09:38.741890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2ff4e465-3bcd-4f3b-a234-5e19f8d67a98 · inbound

Adaptive Order Policies for Masked Diffusion cites this paper.

Adaptive Order Policies for Masked Diffusion Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 126

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T23:42:49.832591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a7975528-5a36-4e85-ae9d-616ea8c8aabb · inbound

Fast-dLLM++: Fr\'{e}chet Profile Decoding for Faster Diffusion LLM Inference cites this paper.

Fast-dLLM++: Fr\'{e}chet Profile Decoding for Faster Diffusion LLM Inference Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T23:36:23.365755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3ecbbbbc-ed22-497a-8276-371a632c0a0d · inbound

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation cites this paper.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:25.264750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de56c7d0-fcb6-4cc5-8cff-3bdf4536d9cd · inbound

Context-weighted Discrete Flow Matching cites this paper.

Context-weighted Discrete Flow Matching Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:06.395458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 014b17ff-3577-4022-84cb-6c0ff0c7c9e5 · inbound

Rethinking the Generation Order of Block Diffusion Language Models cites this paper.

Rethinking the Generation Order of Block Diffusion Language Models Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-31T18:41:14.098406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 273d9e6d-1161-4740-98c1-f5260f86dbd6 · inbound

From Interface to Inference: Eliciting Any-Order Inference from Any-Order Models cites this paper.

From Interface to Inference: Eliciting Any-Order Inference from Any-Order Models Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T14:25:37.421097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48c7bb85-cd45-4f30-807c-53dbdf7a7191 · inbound

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models cites this paper.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:51.808578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.