Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T11:13:22.872671Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 5 inbound Pith citation observations for arXiv:2504.16431.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T11:13:22.872671Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T22:52:33.505638Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-20T05:53:04.616810Z
17 of 17 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e643c124-3c02-48fc-abd1-41129545fd32 · outbound
Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion A straightforward example is the linear schedule αt =t
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 20fda6c1-d7c0-4f50-ab19-4587b76ef855 · outbound
Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion DistiLLM: Towards Streamlined Distillation for Large Language Models
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4b17780-b361-41e4-a89b-44d0642daf9d · outbound
Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion Think While You Generate: Discrete Diffusion with Planned Denoising
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32e74edb-d39c-4527-976a-8c3ec2a40447 · outbound
Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion Steering Masked Discrete Diffusion Models via Discrete Denoising Posterior Prediction
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 878a0f6f-2bc3-48cc-bffd-6a3be5f77110 · outbound
Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion Generative Adversarial Nets from a Density Ratio Estimation Perspective
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70e10cb9-239c-409c-a528-795c5a8ce130 · outbound
Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion p1|t(yi 1|x̸=i 1 , xt) p1|t(xi 1|x̸=i 1 , xt) #V yi 1=1 =
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 69fc29d2-1732-477f-a6fb-fc3534a777d1 · outbound
Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion ppre 1|t(yi 1, x̸=i 1 |xt) ppre 1|t(xi 1, x̸=i 1 |xt) exp R(yi 1, x̸=i 1 )−R(xi 1, x̸=i 1 ) β !#V yi 1=1 ,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 55181518-c9d8-48fa-9e8d-ab85c627a091 · outbound
Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion I traveled to South Carolina last summer
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0f284539-b83e-4603-bf5b-0550809e287a · outbound
Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion The goal is to learn the score function∇zt logqt(zt) of the marginal distributionqt(zt) = R qt|1(zt|x1)q1(x1)dx1
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f5fcb355-199d-432a-a8c9-63e242977555 · outbound
Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion (75) Let’s assume embeddings have similar norms, making the last term negligible, or absorb it into the definition
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e32ff57e-232e-4117-819e-ce445090b91f · outbound
Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion Unresolved cited work
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a67885cd-0e78-41b9-be67-f449e5cf227e · outbound
Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion analog bits,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 65d6a460-90bc-4af1-ba5d-96d099990ed1 · outbound
Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion Sun et al
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c5b96349-ae0b-4fc1-b7c8-5261d4e3abdb · outbound
Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion Large Language Diffusion Models
Reference 2017
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25c77e06-2df8-4cf1-838d-f64bada6d036 · outbound
Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion Simple Guidance Mechanisms for Discrete Diffusion Models
Reference 2022
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9dacd36-f1cf-4aea-bfc2-56f3a54d9836 · outbound
Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc2cfdfa-68c6-4351-a148-d784ef740b75 · outbound
Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion Target Score Matching
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86decbc3-21a4-4145-9bbc-bf29f243752e · inbound
Large Language Diffusion Models Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c40fe4d7-3a34-4b71-927d-6fb9afbb34c5 · inbound
LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion
Reference 100
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c88d42fa-4be3-49af-8e7b-fff0583869e9 · inbound
DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion
Reference 73
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8766bd6-628f-49a2-88d6-80225ea14b67 · inbound
Flexible Language Modeling in Continuous Space with Transformer-based Autoregressive Flows Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion
Reference 75
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10d35052-eebe-4e30-b4f6-29425426dc86 · inbound
Efficient Long-Context Modeling in Diffusion Language Models via Block Approximate Sparse Attention Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.