Pith. sign in

Paper Citation Record · LEDGER

VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2504.13122.

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

pith.paper-citation-record.v1
2504.13122 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:14:05.050891Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T10:27:56.144016Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 3051702f-4258-486d-9388-5c856b21aee1 · inbound

Zooming from Context to Cue: Hierarchical Preference Optimization for Multi-Image MLLMs cites this paper.

Zooming from Context to Cue: Hierarchical Preference Optimization for Multi-Image MLLMs VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:05.050891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:05.050891Z digest=sha256:22144d059f19608108dcc76311308af7b6c76a83bad92fdbaebab45d040c9949

Observation da0bf6ba-2227-4950-a54e-0e4d03af8456 · inbound

Hierarchical Fine-grained Preference Optimization for Physically Plausible Video Generation cites this paper.

Hierarchical Fine-grained Preference Optimization for Physically Plausible Video Generation VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-05T20:20:21.374295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:20:21.374295Z digest=sha256:32cd1fd37acd14a49c522d54ebcec644fb68e971483f0e254cfd3ad5ada43156

Observation 0fde41f4-4c7a-4303-82c6-f3da424f2f48 · inbound

From Black Box to Transparency: Enhancing Automated Interpreting Assessment with Explainable AI in College Classrooms cites this paper.

From Black Box to Transparency: Enhancing Automated Interpreting Assessment with Explainable AI in College Classrooms VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-05T20:17:46.217418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:17:46.217418Z digest=sha256:319b1de9f2cd271b5733ac297f875d972f7431f1ee33dc84604fe627a3232e48

Observation 41f780d3-8f56-4fd1-b112-2ccb19bdf0e7 · inbound

Enhancing Video Representations with Spatiotemporal-Semantic Residual to Mitigate Hallucinations in Video Large Multimodal Models cites this paper.

Enhancing Video Representations with Spatiotemporal-Semantic Residual to Mitigate Hallucinations in Video Large Multimodal Models VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-03T06:36:25.474447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T06:36:25.474447Z digest=sha256:44027d0e8bf1623e8499e46cfac5455bd7bbbeb41222762b9e04a273adc2049a

Observation bc1bc1d1-0492-4066-98a4-af3552b1a420 · inbound

SignDPO: Multi-level Direct Preference Optimisation for Skeleton-based Gloss-free Sign Language Translation cites this paper.

SignDPO: Multi-level Direct Preference Optimisation for Skeleton-based Gloss-free Sign Language Translation VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:01:06.484603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T04:17:32.036750Z digest=sha256:5dba074f65bbbfeb4cbfcbacae8299c7fac9f830de17ced0d804e24169f798b5

Observation 96dc0c62-b9e9-4410-9d98-cc57cc1ff24d · inbound

Watch, Remember, Reason: Human-View Video Understanding with MLLMs cites this paper.

Watch, Remember, Reason: Human-View Video Understanding with MLLMs VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models

Reference 185

Resolution
verified exact
arxiv_id, observed 2026-07-02T17:27:15.670866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T22:00:28.350003Z digest=sha256:f85dfcac16b637bbc45a9b080a04043cfcaa7fb1841fd67473e4572bb682a869

Observation c24e1fca-75e9-4209-a322-ffa3ec4e6d3e · inbound

MultiToP: Learning to Patch Visual Tokens to Mitigate Hallucinations in Video Large Multimodal Models cites this paper.

MultiToP: Learning to Patch Visual Tokens to Mitigate Hallucinations in Video Large Multimodal Models VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-07-03T10:27:56.145426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-06-27T10:02:58.341050Z digest=sha256:5903a61e604221fcfa9fcffba2836510a51346537567833eac263b3f263af917

Observation f372314a-ea01-4b55-8836-f58116685c68 · inbound

No Place to Hide: Benchmarking Video Hallucination with Background-Controlled Pairs cites this paper.

No Place to Hide: Benchmarking Video Hallucination with Background-Controlled Pairs VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-07-01T10:25:41.369041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-01T05:35:08.200219Z digest=sha256:11558f3119745a12cb6dd2e32e8fd00e295d3835375e77ed2263e909267e39a8