Paper Citation Record · LEDGER

Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis

As of 21 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 13 inbound Pith citation observations for arXiv:2602.03139.

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

pith.paper-citation-record.v1
2602.03139 v2

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-21T14:37:09.487669Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:21:12.276476Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T19:50:11.418157Z

Reference resolution

19 of 19 outbound references displayed

verified exact13
verified fuzzy2
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1f39c717-d58f-4477-a3dd-4ca0b82df2fd · outbound

This paper cites Mean Flows for One-step Generative Modeling.

Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis Mean Flows for One-step Generative Modeling

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-21T14:40:14.514506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bc7055df-69da-4c3d-96c2-8b8d3ec06537 · outbound

This paper cites TempFlow-GRPO: When Timing Matters for GRPO in Flow Models.

Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis TempFlow-GRPO: When Timing Matters for GRPO in Flow Models

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-21T21:52:31.656662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c1c0c56b-a8cd-4ecf-a5fa-3a2eba243acb · outbound

This paper cites FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space.

Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-05-21T14:40:14.543132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3302303f-44d0-4ba4-a471-26305a3efc8e · outbound

This paper cites SDXL-Lightning: Progressive Adversarial Diffusion Distillation.

Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis SDXL-Lightning: Progressive Adversarial Diffusion Distillation

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-21T14:40:14.518151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e0999f1d-28ac-4eae-ac5a-5f25e1dcf474 · outbound

This paper cites Decoupled dmd: Cfg augmentation as the spear, distribution matching as the shield.

Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis Decoupled dmd: Cfg augmentation as the spear, distribution matching as the shield

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-21T14:40:14.492951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ce827c1d-f3b8-4185-bd46-9a8e82d344cd · outbound

This paper cites Simplifying, Stabilizing and Scaling Continuous-Time Consistency Models.

Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis Simplifying, Stabilizing and Scaling Continuous-Time Consistency Models

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-21T14:40:14.529159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d9770d9d-3713-46d1-a3f1-25310688ed70 · outbound

This paper cites LCM-LoRA: A Universal Stable-Diffusion Acceleration Module.

Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-21T14:40:14.539716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d79df449-9464-4e6b-8516-1dc89d4c9bda · outbound

This paper cites Learning Few-Step Diffusion Models by Trajectory Distribution Matching.

Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis Learning Few-Step Diffusion Models by Trajectory Distribution Matching

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-21T14:40:14.496146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 65bac864-b79a-4a46-9f47-c3f44298045f · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-05-21T14:40:14.499569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c230f12e-6fa2-4189-b0ab-ae53814a6c88 · outbound

This paper cites DreamFusion: Text-to-3D using 2D Diffusion.

Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis DreamFusion: Text-to-3D using 2D Diffusion

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-05-21T14:40:14.485075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b2edd37d-8966-4e1c-a74b-1d6c9f4af436 · outbound

This paper cites DINOv3.

Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis DINOv3

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-05-21T14:40:14.532646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a944816c-cc5d-4672-a5e7-a63a52168885 · outbound

This paper cites Flow map dis- tillation without data.arXiv preprint arXiv:2511.19428.

Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis Flow map dis- tillation without data.arXiv preprint arXiv:2511.19428

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-21T14:40:14.521646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8dd2a0d2-a447-4ff3-af7a-d57c8ef8198d · outbound

This paper cites Wan: Open and Advanced Large-Scale Video Generative Models.

Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis Wan: Open and Advanced Large-Scale Video Generative Models

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-05-21T14:40:14.507326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5d35cada-968a-4d54-96ba-39d33380fd15 · outbound

This paper cites Diffusion Models Generate Images Like Painters: an Analytical Theory of Outline First, Details Later.

Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis Diffusion Models Generate Images Like Painters: an Analytical Theory of Outline First, Details Later

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-21T14:40:14.503786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2def9147-8055-47b5-a7ed-5b70a1bc3c73 · outbound

This paper cites Visualquality-r1: Reasoning-inducedimagequalityassessmentviareinforcement learning to rank.

Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis Visualquality-r1: Reasoning-inducedimagequalityassessmentviareinforcement learning to rank

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T14:40:14.489404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation af977b24-cb04-4924-9894-7e87b6ed9efa · outbound

This paper cites Large Scale Diffusion Distillation via Score-Regularized Continuous-Time Consistency.

Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis Large Scale Diffusion Distillation via Score-Regularized Continuous-Time Consistency

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-05-21T14:40:14.525174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4303b384-3893-4dde-864d-2c8e81e4cdd8 · outbound

This paper cites Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step.

Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-21T14:40:14.511586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c0b1f9ba-098b-40f7-91d6-b3aaf7156cf7 · outbound

This paper cites As shown in the left panel of Figure A, the denoising trajectory exhibits a clear stage-wise behavior.

Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis As shown in the left panel of Figure A, the denoising trajectory exhibits a clear stage-wise behavior

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T14:40:14.977779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3894c0b2-455c-4e04-b65e-b5e91a6dcac0 · outbound

This paper cites User Study We conduct a controlled user study to evaluate bothsample diversityandimage qualityof different distillation methods.

Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis User Study We conduct a controlled user study to evaluate bothsample diversityandimage qualityof different distillation methods

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T14:40:14.980414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

Observation 22d1686b-4d8a-450f-b593-f0d099c6f46c · inbound

Cross-Resolution Distribution Matching for Diffusion Distillation cites this paper.

Cross-Resolution Distribution Matching for Diffusion Distillation Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-15T14:00:06.859472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f08a9d0c-73f7-4391-ace9-c83fe9cd8235 · inbound

Long-Horizon Streaming Video Generation via Hybrid Attention with Decoupled Distillation cites this paper.

Long-Horizon Streaming Video Generation via Hybrid Attention with Decoupled Distillation Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis

Reference 46

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T02:05:40.192775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d19d833c-4449-4b8f-9b1a-08a2521d9e32 · inbound

Qwen-Image-2.0 Technical Report cites this paper.

Qwen-Image-2.0 Technical Report Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-20T02:05:40.192775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 86ed8aa6-186a-4a39-80cc-641dacdf73f4 · inbound

STRIDE: Training-Free Diversity Guidance via PCA-Directed Feature Perturbation in Single-Step Diffusion Models cites this paper.

STRIDE: Training-Free Diversity Guidance via PCA-Directed Feature Perturbation in Single-Step Diffusion Models Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-20T02:05:40.192775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e832a6a8-07d3-4214-8db5-8e23ad0c3b73 · inbound

HorizonDrive: Self-Corrective Autoregressive World Model for Long-horizon Driving Simulation cites this paper.

HorizonDrive: Self-Corrective Autoregressive World Model for Long-horizon Driving Simulation Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-20T02:05:40.192775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ea5af6ab-cfae-43be-941c-beef637afcfa · inbound

HorizonDrive: Self-Corrective Autoregressive World Model for Long-horizon Driving Simulation cites this paper.

HorizonDrive: Self-Corrective Autoregressive World Model for Long-horizon Driving Simulation Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-05-25T06:35:24.886088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 53afc3c5-d4a2-46e6-80a5-b3468a3f1d91 · inbound

Qwen-Image-Flash: Beyond Objective Design cites this paper.

Qwen-Image-Flash: Beyond Objective Design Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-07-02T02:26:26.222959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2e400cd9-6893-4840-96c0-b4505e0af5ac · inbound

Data-Forcing Distillation: Restoring Diversity and Fidelity in Few-Step Video Generation cites this paper.

Data-Forcing Distillation: Restoring Diversity and Fidelity in Few-Step Video Generation Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-07-03T21:08:58.049200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ee992ebc-f295-46f3-9e33-ee85dc3e6ffb · inbound

CoDMD: Copula-aware Distribution Matching Distillation for Fast Video Generation cites this paper.

CoDMD: Copula-aware Distribution Matching Distillation for Fast Video Generation Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-07-04T07:49:38.709565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2a4873db-ede0-4d8a-b6aa-45d205404079 · inbound

Causal-rCM: A Unified Teacher-Forcing and Self-Forcing Open Recipe for Autoregressive Diffusion Distillation in Streaming Video Generation and Interactive World Models cites this paper.

Causal-rCM: A Unified Teacher-Forcing and Self-Forcing Open Recipe for Autoregressive Diffusion Distillation in Streaming Video Generation and Interactive World Models Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis

Reference 64

Resolution: verified exact; local_arxiv, observed 2026-07-04T19:50:11.419389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7703b7e9-3e10-40b7-91d8-e782e8bd0cc9 · inbound

Manifold-Constrained Noise Optimization for Diverse Diffusion Sampling cites this paper.

Manifold-Constrained Noise Optimization for Diverse Diffusion Sampling Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T23:33:07.276582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97ef8e67-a6d0-491d-b56c-a19b85d09c67 · inbound

DUET: A Diversity-Quality Duet of Distillation Experts for Two-Step Video Generation cites this paper.

DUET: A Diversity-Quality Duet of Distillation Experts for Two-Step Video Generation Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T13:43:34.047564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a423730-100a-4d15-bef0-c949c03d51b8 · inbound

Avatar-Forever: Decoupled Parallel Training for High-Quality Real-Time Infinite Avatars cites this paper.

Avatar-Forever: Decoupled Parallel Training for High-Quality Real-Time Infinite Avatars Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-16T00:21:12.276476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.