Paper Citation Record · LEDGER

Speculative Decoding for Autoregressive Video Generation

As of 5 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 1 inbound Pith citation observation for arXiv:2604.17397.

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

pith.paper-citation-record.v1
2604.17397 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T06:10:41.082951Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T03:30:23.764753Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

25 of 25 outbound references displayed

verified exact15
verified fuzzy4
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 478bb72a-e9fe-4ac2-b123-aba71b078b2e · outbound

This paper cites Brooks, B.

Speculative Decoding for Autoregressive Video Generation Brooks, B

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:30:26.654142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 792560f3-5146-4b47-8fac-a01838f320fa · outbound

This paper cites Accelerating Large Language Model Decoding with Speculative Sampling.

Speculative Decoding for Autoregressive Video Generation Accelerating Large Language Model Decoding with Speculative Sampling

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:29:36.391032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c059232e-c269-4869-92ae-151f26ba830d · outbound

This paper cites SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation.

Speculative Decoding for Autoregressive Video Generation SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:11:20.048799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 06fa8bd9-b7e4-4923-869b-fdbcbd52b9b5 · outbound

This paper cites an unresolved cited work.

Speculative Decoding for Autoregressive Video Generation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-21T17:30:26.644821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1a06eec3-5bca-4643-8e4b-293750cae8fe · outbound

This paper cites Video Diffusion Models.

Speculative Decoding for Autoregressive Video Generation Video Diffusion Models

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-13T14:38:28.190773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f1aae549-6382-4a31-8eec-c09459df0f6f · outbound

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

Speculative Decoding for Autoregressive Video Generation Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T01:36:53.812910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 208c2013-59ac-4c8b-b894-feb3ebd9339f · outbound

This paper cites Fast Inference from Transformers via Speculative Decoding.

Speculative Decoding for Autoregressive Video Generation Fast Inference from Transformers via Speculative Decoding

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-17T22:52:00.384886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e89d319a-d603-4ead-8391-be5acff2599a · outbound

This paper cites an unresolved cited work.

Speculative Decoding for Autoregressive Video Generation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-21T17:30:26.657312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3eb0117d-c18f-4ad2-a9f4-1d12eff3b2d2 · outbound

This paper cites an unresolved cited work.

Speculative Decoding for Autoregressive Video Generation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-05-21T17:30:26.668856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 21f07ef5-3a67-472e-8701-3b25f48d0001 · outbound

This paper cites T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching.

Speculative Decoding for Autoregressive Video Generation T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:11:20.077686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6cc3fac6-2899-4610-958e-8d0a1b755192 · outbound

This paper cites Movie Gen: A Cast of Media Foundation Models.

Speculative Decoding for Autoregressive Video Generation Movie Gen: A Cast of Media Foundation Models

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T14:16:26.778393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ec89cbb3-b0b9-43b3-a7d6-00609b4142ed · outbound

This paper cites an unresolved cited work.

Speculative Decoding for Autoregressive Video Generation Unresolved cited work

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:11:20.072881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 09e46870-e98e-4d63-8f95-0f5514a498ab · outbound

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

Speculative Decoding for Autoregressive Video Generation Wan: Open and Advanced Large-Scale Video Generative Models

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-05-10T06:11:20.060637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fbd16d73-4e96-44d3-bad8-9a799340202d · outbound

This paper cites an unresolved cited work.

Speculative Decoding for Autoregressive Video Generation Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-05-21T17:30:26.663214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f15d1fb8-7383-48bc-9d61-c98bfafbf62a · outbound

This paper cites an unresolved cited work.

Speculative Decoding for Autoregressive Video Generation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-05-21T17:30:26.660137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1abba70d-0279-4911-8d03-f199056eeed9 · outbound

This paper cites ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation.

Speculative Decoding for Autoregressive Video Generation ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:11:20.043771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8af6f9a5-bb05-4960-bfb8-1b40c861cfa8 · outbound

This paper cites VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation.

Speculative Decoding for Autoregressive Video Generation VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-16T11:49:14.981353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a4271437-f2f5-450a-8e4f-d5ca73060b7e · outbound

This paper cites an unresolved cited work.

Speculative Decoding for Autoregressive Video Generation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-05-21T17:30:26.627952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 12a001e6-4251-41e6-b019-ed9847488ecf · outbound

This paper cites Zhang, H.

Speculative Decoding for Autoregressive Video Generation Zhang, H

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:30:26.647824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c0565917-a61a-48c7-b6a4-b4e91a80f821 · outbound

This paper cites Gonzalez, Jun Zhu, and Jianfei Chen.

Speculative Decoding for Autoregressive Video Generation Gonzalez, Jun Zhu, and Jianfei Chen

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:11:20.053420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c4c4cc25-e0af-440b-a521-a8945f378795 · outbound

This paper cites Sageattention3: Microscaling FP4 attention for inference and an exploration of 8-bit training.

Speculative Decoding for Autoregressive Video Generation Sageattention3: Microscaling FP4 attention for inference and an exploration of 8-bit training

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:11:20.063221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 27871593-01f5-4a20-b27a-21e3492696e9 · outbound

This paper cites Zhang, J.

Speculative Decoding for Autoregressive Video Generation Zhang, J

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:30:26.650851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c913daac-a01c-40a0-8e34-d2219d313bed · outbound

This paper cites Zhang, C.

Speculative Decoding for Autoregressive Video Generation Zhang, C

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T17:30:26.666309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6e6122e8-db79-4e63-ae4a-0de51bacf2b4 · outbound

This paper cites SageAttention2++: A More Efficient Implementation of SageAttention2.

Speculative Decoding for Autoregressive Video Generation SageAttention2++: A More Efficient Implementation of SageAttention2

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:11:20.055714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a33454f3-038e-480a-b3ca-7a2d523af162 · outbound

This paper cites Turbodiffusion: Accelerating video diffusion models by 100-200 times.

Speculative Decoding for Autoregressive Video Generation Turbodiffusion: Accelerating video diffusion models by 100-200 times

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:11:20.065465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

Observation badbe333-5422-43ef-a764-19e33f611c45 · inbound

CachedSearch: Training-Free Cached Exploration for Test-Time Search in Video Diffusion cites this paper.

CachedSearch: Training-Free Cached Exploration for Test-Time Search in Video Diffusion Speculative Decoding for Autoregressive Video Generation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T03:30:23.764753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.