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Paper Citation Record · LEDGER

MotionFlux: Efficient Text-Guided Motion Generation through Rectified Flow Matching and Preference Alignment

As of 23 August 2026, this Paper Citation Record lists 5 of 5 outbound references and 1 inbound Pith citation observation for arXiv:2508.19527.

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

pith.paper-citation-record.v1
2508.19527 v1

Coverage vector

measured 5 of 5 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:56:25.196345Z

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T08:12:57.904473Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T08:22:37.647339Z

Reference resolution

5 of 5 outbound references displayed

  • verified exact0
  • verified fuzzy2
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e77d7cbb-adfa-4ce9-b9c9-b4ca612ce7ec · outbound

This paper cites Single-Shot Motion Completion with Transformer.

MotionFlux: Efficient Text-Guided Motion Generation through Rectified Flow Matching and Preference Alignment Single-Shot Motion Completion with Transformer

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-15T16:56:25.188161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:56:25.188161Z digest=sha256:5cb53dec28877fef3f8d8e53f92cc9d85eddea4a50ddf92e1304fc711d42a22f

Observation 2a90e48f-f165-44f7-ab41-ea43a530a265 · outbound

This paper cites Reinforced Self-Training (ReST) for Language Modeling.

MotionFlux: Efficient Text-Guided Motion Generation through Rectified Flow Matching and Preference Alignment Reinforced Self-Training (ReST) for Language Modeling

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T16:56:25.192147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:56:25.192147Z digest=sha256:4c9edf3f2f7e7490e10157d5acdae906db4d84f5adddef943f217c59b1cfc56f

Observation e92e82e7-7810-42a0-a808-f87d2fe05105 · outbound

This paper cites Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms.

MotionFlux: Efficient Text-Guided Motion Generation through Rectified Flow Matching and Preference Alignment Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms

Reference 497

Resolution
unresolved
no resolver link, observed 2026-08-15T16:56:25.196345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:56:25.196345Z digest=sha256:61a636be0bc5d9f9ae2d58e6a923321cae82b4f96830c2c813e7f9c5b98c7305

Observation ee9c77a0-ebb8-4328-bc68-5c32c3daf8fc · outbound

This paper cites In Proceedings of the IEEE con- ference on computer vision and pattern recognition , 6158– 6166.

MotionFlux: Efficient Text-Guided Motion Generation through Rectified Flow Matching and Preference Alignment In Proceedings of the IEEE con- ference on computer vision and pattern recognition , 6158– 6166

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:56:25.268440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T16:56:25.180170Z digest=sha256:72fa6c656a2e15fd52009bf892216c46ec3739514517bacce025e25ce0b7c5dd

Observation d1c22650-0489-4d77-b509-04aea4da761c · outbound

This paper cites Jour- nal of Machine Learning Research, 25(70): 1–53.

MotionFlux: Efficient Text-Guided Motion Generation through Rectified Flow Matching and Preference Alignment Jour- nal of Machine Learning Research, 25(70): 1–53

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:56:25.257360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T16:56:25.184426Z digest=sha256:6284f6f70d2531ab72b7399b64656424093c44c786bad5e2d5fe76edb48be0b5

Pith citing papers

Observation 423cd704-cc7a-4621-aee0-24e623fbe354 · inbound

Motion-Adapter: A Diffusion Model Adapter for Text-to-Motion Generation of Compound Actions cites this paper.

Motion-Adapter: A Diffusion Model Adapter for Text-to-Motion Generation of Compound Actions MotionFlux: Efficient Text-Guided Motion Generation through Rectified Flow Matching and Preference Alignment

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:22:37.648784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-10T08:12:57.904473Z digest=sha256:c4ed681ded7e01fa62e3613be0195a93b68a8934cf35399598a7e5a897c1987b