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Paper Citation Record · LEDGER

GenHancer: Imperfect Generative Models are Secretly Strong Vision-Centric Enhancers

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.19480.

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

pith.paper-citation-record.v1
2503.19480 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:27:04.943789Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T14:38:28.794386Z

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 2b0098d5-599b-4683-bec8-64439fc9930b · inbound

un$^2$CLIP: Improving CLIP's Visual Detail Capturing Ability via Inverting unCLIP cites this paper.

un$^2$CLIP: Improving CLIP's Visual Detail Capturing Ability via Inverting unCLIP GenHancer: Imperfect Generative Models are Secretly Strong Vision-Centric Enhancers

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T12:27:04.943789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:27:04.943789Z digest=sha256:545a68d39a49e4d0ffb1528f8e1507303b0ccb48a771733831de670ae72193a4

Observation 03b36a2f-d7ac-4fee-9839-0cb316ce9349 · inbound

Reconstruction Alignment Improves Unified Multimodal Models cites this paper.

Reconstruction Alignment Improves Unified Multimodal Models GenHancer: Imperfect Generative Models are Secretly Strong Vision-Centric Enhancers

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-04T22:36:08.075597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:36:08.075597Z digest=sha256:3da92ca40b8ae7d4c9dee1d00b30735608692315acd48259a03753e1a3a74e01

Observation 2c54cf94-850b-4d86-8062-31b369cc979b · inbound

HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers cites this paper.

HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers GenHancer: Imperfect Generative Models are Secretly Strong Vision-Centric Enhancers

Reference 160

Resolution
verified exact
arxiv_id, observed 2026-07-03T14:38:28.795725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-06-27T07:01:07.362430Z digest=sha256:1c4a9d065d41814362e93b5b768cb470b0eef6ab6a7d8559a588b26a5d2fb166