Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-31T19:09:45.723704Z
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.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
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.