Paper Citation Record · LEDGER

Temporal Concentration from Rollout Errors: Implicit Preference Optimization for Text-to-Video Diffusion

As of 20 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2607.28058.

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

pith.paper-citation-record.v1
2607.28058 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T19:09:45.723704Z

measured 21 of 21 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy0
unresolved20
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 86454b38-18bf-4e9d-b0d6-bfa5b1e4955d · outbound

This paper cites Realdpo: Real or not real, that is the preference.arXiv preprint arXiv:2510.14955, 2025.

Temporal Concentration from Rollout Errors: Implicit Preference Optimization for Text-to-Video Diffusion Realdpo: Real or not real, that is the preference.arXiv preprint arXiv:2510.14955, 2025

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T19:09:45.582133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c560658-122d-4678-aa2b-2208788af306 · outbound

This paper cites Discriminator-Free Direct Preference Optimization for Video Diffusion.

Temporal Concentration from Rollout Errors: Implicit Preference Optimization for Text-to-Video Diffusion Discriminator-Free Direct Preference Optimization for Video Diffusion

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-31T19:09:45.588224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f9ff98e-d75a-4381-bc27-b85fbed3904c · outbound

This paper cites OmniAID: Decoupling Semantics and Artifacts for Universal AI-Generated Image Detection in the Wild.

Temporal Concentration from Rollout Errors: Implicit Preference Optimization for Text-to-Video Diffusion OmniAID: Decoupling Semantics and Artifacts for Universal AI-Generated Image Detection in the Wild

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-31T19:09:45.594102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f64605ec-593e-484e-9fe4-662196603a02 · outbound

This paper cites Motionbench: Benchmarking and improving fine-grained video motion understanding for vision language models.

Temporal Concentration from Rollout Errors: Implicit Preference Optimization for Text-to-Video Diffusion Motionbench: Benchmarking and improving fine-grained video motion understanding for vision language models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T19:09:45.599872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7007007c-4f85-4797-832a-e38d133312ce · outbound

This paper cites Lora: Low-rank adaptation of large language models.Iclr, 1(2):3, 2022.

Temporal Concentration from Rollout Errors: Implicit Preference Optimization for Text-to-Video Diffusion Lora: Low-rank adaptation of large language models.Iclr, 1(2):3, 2022

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T19:09:45.605231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e3edd3e-257c-4681-9084-20b3909ced86 · outbound

This paper cites Vbench: Comprehensive benchmark suite for video generative models.

Temporal Concentration from Rollout Errors: Implicit Preference Optimization for Text-to-Video Diffusion Vbench: Comprehensive benchmark suite for video generative models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T19:09:45.610909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 505eeec6-eb88-4ff4-abf5-a6f41facce13 · outbound

This paper cites Mind the Generative Details: Direct Localized Detail Preference Optimization for Video Diffusion Models.

Temporal Concentration from Rollout Errors: Implicit Preference Optimization for Text-to-Video Diffusion Mind the Generative Details: Direct Localized Detail Preference Optimization for Video Diffusion Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T19:09:45.618520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebe665f6-3417-4a3d-afc5-263c4a581b3e · outbound

This paper cites Vace: All-in- one video creation and editing.

Temporal Concentration from Rollout Errors: Implicit Preference Optimization for Text-to-Video Diffusion Vace: All-in- one video creation and editing

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T19:09:45.624724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c61cb3a-e7dc-4195-a1ab-0373b5825c19 · outbound

This paper cites Seeing before reasoning: A unified framework for generalizable and explainable fake image detection.arXiv preprint arXiv:2509.25502, 2025.

Temporal Concentration from Rollout Errors: Implicit Preference Optimization for Text-to-Video Diffusion Seeing before reasoning: A unified framework for generalizable and explainable fake image detection.arXiv preprint arXiv:2509.25502, 2025

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-31T19:09:45.630114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba0d5f0b-78e8-4083-8b42-2dd830d63f49 · outbound

This paper cites Flow matching for generative modeling.

Temporal Concentration from Rollout Errors: Implicit Preference Optimization for Text-to-Video Diffusion Flow matching for generative modeling

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-31T19:09:45.635409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 677e902d-b8e4-42f2-b4fe-f416f1a94dbc · outbound

This paper cites Improving video generation with human feedback.

Temporal Concentration from Rollout Errors: Implicit Preference Optimization for Text-to-Video Diffusion Improving video generation with human feedback

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T19:09:45.640551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f58d5d4-7350-4777-afdc-477bd905d1e3 · outbound

This paper cites Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive.

Temporal Concentration from Rollout Errors: Implicit Preference Optimization for Text-to-Video Diffusion Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-31T19:09:45.651676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10c469ce-7740-4e33-b3db-e5b84e878b8f · outbound

This paper cites Score-based generative modeling through stochastic differential equations.

Temporal Concentration from Rollout Errors: Implicit Preference Optimization for Text-to-Video Diffusion Score-based generative modeling through stochastic differential equations

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-31T19:09:45.660724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 168923a6-df71-4b51-8826-104714afd648 · outbound

This paper cites Wisa: World simulator assistant for physics-aware text-to-video generation.

Temporal Concentration from Rollout Errors: Implicit Preference Optimization for Text-to-Video Diffusion Wisa: World simulator assistant for physics-aware text-to-video generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-31T19:09:45.670484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 547c4f4d-b0eb-40c6-8583-dadb4b70a32b · outbound

This paper cites LiFT: Leveraging Human Feedback for Text-to-Video Model Alignment.

Temporal Concentration from Rollout Errors: Implicit Preference Optimization for Text-to-Video Diffusion LiFT: Leveraging Human Feedback for Text-to-Video Model Alignment

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-31T19:09:45.675824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a684158e-9799-481d-a412-ca38d136a673 · outbound

This paper cites Unified Reward Model for Multimodal Understanding and Generation.

Temporal Concentration from Rollout Errors: Implicit Preference Optimization for Text-to-Video Diffusion Unified Reward Model for Multimodal Understanding and Generation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T19:09:45.685548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81ba2f4b-e3cc-4ec9-a229-531841872c9e · outbound

This paper cites Densedpo: Fine-grained temporal preference optimization for video diffusion models.

Temporal Concentration from Rollout Errors: Implicit Preference Optimization for Text-to-Video Diffusion Densedpo: Fine-grained temporal preference optimization for video diffusion models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-31T19:09:45.692588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 531f215f-3cf7-43db-8734-3a591c21712f · outbound

This paper cites Dlfr-vae: Dynamic latent frame rate vae for video generation.

Temporal Concentration from Rollout Errors: Implicit Preference Optimization for Text-to-Video Diffusion Dlfr-vae: Dynamic latent frame rate vae for video generation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-31T19:09:45.699465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 190c8d90-96e2-4866-832d-95a2b4ba17fa · outbound

This paper cites Dlfr-gen: Diffusion-based video generation with dynamic latent frame rate.

Temporal Concentration from Rollout Errors: Implicit Preference Optimization for Text-to-Video Diffusion Dlfr-gen: Diffusion-based video generation with dynamic latent frame rate

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-31T19:09:45.705950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66ba069b-b811-46f8-b150-417ec937ff7f · outbound

This paper cites VGDFR: Diffusion-based Video Generation with Dynamic Latent Frame Rate.

Temporal Concentration from Rollout Errors: Implicit Preference Optimization for Text-to-Video Diffusion VGDFR: Diffusion-based Video Generation with Dynamic Latent Frame Rate

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-31T19:09:45.710658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9036e121-e33f-40b6-9074-dc456b202dc7 · outbound

This paper cites Onlinevpo: Align video diffusion model with online video-centric preference optimization.

Temporal Concentration from Rollout Errors: Implicit Preference Optimization for Text-to-Video Diffusion Onlinevpo: Align video diffusion model with online video-centric preference optimization

Reference 21

Resolution: malformed identifier; no resolver link, observed 2026-07-31T19:09:45.723704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.