Paper Citation Record · LEDGER

SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2312.12425.

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

pith.paper-citation-record.v1
2312.12425 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T10:16:59.157871Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T09:09:43.097289Z

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 5bcc1b51-d77b-499c-9c2a-b56182ce3621 · inbound

Towards Fine-grained Interactive Segmentation in Images and Videos cites this paper.

Towards Fine-grained Interactive Segmentation in Images and Videos SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T10:16:59.157871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34735f49-0ca9-4983-8f2e-21fa98b9c75e · inbound

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement cites this paper.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T04:27:20.283530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03c15b72-6c47-49b2-b3c5-3c0e1690d839 · inbound

Contour Refinement using Discrete Diffusion in Low Data Regime cites this paper.

Contour Refinement using Discrete Diffusion in Low Data Regime SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-16T06:57:29.155393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2cd4600d-05ef-4812-a823-6566f1b82ade · inbound

Modular Diffusion Models for Structured Visual Recognition cites this paper.

Modular Diffusion Models for Structured Visual Recognition SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-04T09:09:43.099095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fd30e8a6-6220-4236-8021-25b4f6bb0bb2 · inbound

U-CFR: Uncertainty-Guided Cascade Forward Refinement for Interactive Segmentation cites this paper.

U-CFR: Uncertainty-Guided Cascade Forward Refinement for Interactive Segmentation SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T09:39:58.184371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.