Paper Citation Record · LEDGER

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model

As of 8 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2607.03509.

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

pith.paper-citation-record.v1
2607.03509 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T01:59:48.820112Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

27 of 27 outbound references displayed

verified exact0
verified fuzzy0
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 69d8c160-5a09-48ef-8828-6f16a4e1ade0 · outbound

This paper cites Lu- miere: A space-time diffusion model for video generation.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model Lu- miere: A space-time diffusion model for video generation

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 174dead5-5553-4d99-80a6-51bcdf90a37d · outbound

This paper cites Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47d66d47-afbf-432e-b25a-c946ecd9fb70 · outbound

This paper cites Autoregressive Video Generation without Vector Quantization.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model Autoregressive Video Generation without Vector Quantization

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e086230e-37d7-4281-9da3-07a255d16e06 · outbound

This paper cites LTX-2: Efficient Joint Audio-Visual Foundation Model.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model LTX-2: Efficient Joint Audio-Visual Foundation Model

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e119891-68e1-413e-9fd6-369f3ad42cb5 · outbound

This paper cites Matrix-game 2.0: An open-source real-time and streaming interactive world model.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model Matrix-game 2.0: An open-source real-time and streaming interactive world model

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbfc8c0a-c8fa-4b3a-8a58-d732a41457f7 · outbound

This paper cites Imagen Video: High Definition Video Generation with Diffusion Models.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model Imagen Video: High Definition Video Generation with Diffusion Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ea93a1b-e05b-478e-b009-493155291a1b · outbound

This paper cites Relic: Interactive video world model with long-horizon memory.arXiv preprint arXiv:2512.04040,.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model Relic: Interactive video world model with long-horizon memory.arXiv preprint arXiv:2512.04040,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a02a0f3-5cec-4a4d-81fa-a082e62b8a36 · outbound

This paper cites Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9b49ffe-830e-4fe1-9cc4-e6d8ff074d6d · outbound

This paper cites VACE: All-in-One Video Creation and Editing.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model VACE: All-in-One Video Creation and Editing

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1aa40a4-af87-4e1a-ac96-ec107a9418f8 · outbound

This paper cites Pyramidal flow matching for efficient video generative modeling.arXiv preprint arXiv:2410.05954,.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model Pyramidal flow matching for efficient video generative modeling.arXiv preprint arXiv:2410.05954,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dfcac67-850e-4af2-ac7e-5a9fc77ab63d · outbound

This paper cites an unresolved cited work.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25cef500-4352-436c-b31f-6950fb3bb55b · outbound

This paper cites Diffusion adversarial post-training for one-step video generation.arXiv preprint arXiv:2501.08316,.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model Diffusion adversarial post-training for one-step video generation.arXiv preprint arXiv:2501.08316,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f26305c2-3290-4210-9a48-9242a96ccc64 · outbound

This paper cites Rolling Forcing: Autoregressive Long Video Diffusion in Real Time.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model Rolling Forcing: Autoregressive Long Video Diffusion in Real Time

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a493f91e-91fb-43c9-9c1f-76d66a316974 · outbound

This paper cites VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdaaf74c-c500-4547-a7f8-4625837baf13 · outbound

This paper cites Transition matching distillation for fast video generation.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model Transition matching distillation for fast video generation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58c3ae38-f099-4445-aff1-d67a5a3f014b · outbound

This paper cites Make-A-Video: Text-to-Video Generation without Text-Video Data.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model Make-A-Video: Text-to-Video Generation without Text-Video Data

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fac11016-3098-4af1-8cd8-3bfba2cbe280 · outbound

This paper cites MAGI-1: Autoregressive Video Generation at Scale.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model MAGI-1: Autoregressive Video Generation at Scale

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b0cdfac-4c53-40c0-a1e9-a11b4a11543e · outbound

This paper cites Phenaki: Variable Length Video Generation From Open Domain Textual Description.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model Phenaki: Variable Length Video Generation From Open Domain Textual Description

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 320ce937-6531-48f7-9fa1-52e8880f371c · outbound

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

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model Wan: Open and Advanced Large-Scale Video Generative Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0ac97ba-c813-4b6a-9385-ec4ecb60ab98 · outbound

This paper cites Loong: Generating Minute-level Long Videos with Autoregressive Language Models.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model Loong: Generating Minute-level Long Videos with Autoregressive Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab8d08a0-d781-4073-a655-4e8c70149b23 · outbound

This paper cites HunyuanVideo 1.5 Technical Report.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model HunyuanVideo 1.5 Technical Report

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe6804b5-7c7a-46b3-a7a7-6670abda5110 · outbound

This paper cites VideoGPT: Video Generation using VQ-VAE and Transformers.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model VideoGPT: Video Generation using VQ-VAE and Transformers

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 134e62b3-3d46-441d-aa59-7bcdb47ac31b · outbound

This paper cites LongLive: Real-time Interactive Long Video Generation.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model LongLive: Real-time Interactive Long Video Generation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63a0398c-e8c3-4739-b53d-f5a0edd7e90a · outbound

This paper cites CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e67f528-4e4c-4e6f-9027-b207be67e14f · outbound

This paper cites an unresolved cited work.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f21f283d-ba0d-456b-b927-2ba674849a56 · outbound

This paper cites Lumos-1: On autoregressive video generation from a unified model perspective.arXiv preprint arXiv:2507.08801,.

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model Lumos-1: On autoregressive video generation from a unified model perspective.arXiv preprint arXiv:2507.08801,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 895bcccd-5781-4627-a0f8-3c6af1209b65 · outbound

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

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model Large Scale Diffusion Distillation via Score-Regularized Continuous-Time Consistency

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-12T01:59:48.820112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.