Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-18T10:06:40.530902Z
Paper Citation Record · LEDGER
Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion
As of 5 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 2 inbound Pith citation observations for arXiv:2510.04525.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T12:15:46.354324Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
17 of 17 outbound references displayed
- verified exact9
- verified fuzzy3
- unresolved4
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a214e095-16a1-4f9e-9c7b-dd283e52158d · outbound
This paper cites Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking.
Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T10:11:14.596789Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 24cad107-a406-4041-9672-083de0ba2bc8 · outbound
This paper cites A Pytorch Reproduction of Masked Generative Image Transformer.
Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion A Pytorch Reproduction of Masked Generative Image Transformer
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T10:11:14.601961Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1e8f73ef-062b-46b6-8eb1-a759bc08dfc1 · outbound
This paper cites Overcoming Dimensional Factorization Limits in Discrete Diffusion Models through Quantum Joint Distribution Learning.
Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion Overcoming Dimensional Factorization Limits in Discrete Diffusion Models through Quantum Joint Distribution Learning
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T10:11:14.606721Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 161a9820-3cca-476d-a5c3-78895d9a1c5c · outbound
This paper cites SpecMaskGIT: Masked Generative Modeling of Audio Spectrograms for Efficient Audio Synthesis and Beyond.
Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion SpecMaskGIT: Masked Generative Modeling of Audio Spectrograms for Efficient Audio Synthesis and Beyond
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T10:11:14.586548Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 07dd6229-5adc-4b97-818b-d62c1f27489f · outbound
This paper cites VampNet: Music generation via masked acoustic token modeling.
Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion VampNet: Music generation via masked acoustic token modeling
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T10:12:33.703171Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b2f88e95-7ed5-48b1-9c7c-b906a9f39429 · outbound
This paper cites Reviving Any-Subset Autoregressive Models with Principled Parallel Sampling and Speculative Decoding.
Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion Reviving Any-Subset Autoregressive Models with Principled Parallel Sampling and Speculative Decoding
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T10:11:14.591470Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 331f9718-0159-4aa8-862a-5a2cbbbdd361 · outbound
This paper cites dKV-Cache: The Cache for Diffusion Language Models.
Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion dKV-Cache: The Cache for Diffusion Language Models
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T10:11:14.611613Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e735e15e-dfe5-4cf6-802d-cdf48ba0453e · outbound
This paper cites Large Language Diffusion Models.
Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion Large Language Diffusion Models
Reference 8
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T10:11:14.616968Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 106c8f99-ef35-4248-ac88-3957840bf714 · outbound
This paper cites Z., Bezemek, Z., Patel, S., Rector-Brooks, J., Yao, S., Bose, A.
Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion Z., Bezemek, Z., Patel, S., Rector-Brooks, J., Yao, S., Bose, A
Reference 9
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-18T10:11:14.581107Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bf87f101-c6c6-4d7a-a82c-30b952e859a5 · outbound
This paper cites Fast solvers for discrete diffusion models: Theory and applications of high-order algorithms.arXiv preprint arXiv:2502.00234.
Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion Fast solvers for discrete diffusion models: Theory and applications of high-order algorithms.arXiv preprint arXiv:2502.00234
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T10:11:14.569981Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d7c7c680-08b7-49ed-8e32-538141309ef6 · outbound
This paper cites Di$\mathtt{[M]}$O: Distilling Masked Diffusion Models into One-step Generator.
Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion Di$\mathtt{[M]}$O: Distilling Masked Diffusion Models into One-step Generator
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T10:11:14.575324Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f68fa3be-ca7c-4da4-a133-89ca9a02d70b · outbound
This paper cites an unresolved cited work.
Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T10:12:33.687219Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 06c29c93-cf48-4e45-9704-970f82e935c7 · outbound
This paper cites an unresolved cited work.
Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T10:12:33.690296Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0c4cdc89-cedb-4e1f-98bf-21a0b7dc3d15 · outbound
This paper cites an unresolved cited work.
Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T10:12:33.693329Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 62a472d1-8954-4277-bce4-6373e68bee23 · outbound
This paper cites an unresolved cited work.
Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T10:12:33.706229Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8d16ebd2-1419-4c3c-980d-2eb4f32127db · outbound
This paper cites It was trained on the OpenWebText dataset (Gokaslan & Cohen, 2019).
Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion It was trained on the OpenWebText dataset (Gokaslan & Cohen, 2019)
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T10:12:33.696990Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b59f35e0-e503-41d3-91a0-5ef698edfafa · outbound
This paper cites We used the implementation of Deschenaux & Gulcehre (2025).
Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion We used the implementation of Deschenaux & Gulcehre (2025)
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T10:12:33.699711Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Pith citing papers
Observation 47477957-9f8b-4f6c-aa0d-847af1c8130e · inbound
CaRE Compute-aware Remasking Evaluation Protocol for Masked Diffusion Language Models cites this paper.
CaRE Compute-aware Remasking Evaluation Protocol for Masked Diffusion Language Models Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:15:46.354324Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7fea9b39-0bd0-4c56-a9f3-a483d64d5842 · 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 Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T14:25:38.986668Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.