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Paper Citation Record · LEDGER

U-MixFormer: UNet-like Transformer with Mix-Attention for Efficient Semantic Segmentation

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2312.06272.

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

pith.paper-citation-record.v1
2312.06272 v1

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 2026-08-13T06:32:02.005865+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T20:52:32.890935Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T17:05:43.010582Z

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 5975b19b-a3d4-4b21-8fed-f019e2dd853c · inbound

SCASeg: Strip Cross-Attention for Efficient Semantic Segmentation cites this paper.

SCASeg: Strip Cross-Attention for Efficient Semantic Segmentation U-MixFormer: UNet-like Transformer with Mix-Attention for Efficient Semantic Segmentation

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-05-23T17:05:43.012381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-23T17:04:09.195154Z digest=sha256:541461119792a7b5d947c933165e8c8e7f607db0dd2f253074c840dfbc21a5b6

Observation 145e7115-397a-458b-bf8e-b3a49ea6c189 · inbound

ContextFormer: Redefining Efficiency in Semantic Segmentation cites this paper.

ContextFormer: Redefining Efficiency in Semantic Segmentation U-MixFormer: UNet-like Transformer with Mix-Attention for Efficient Semantic Segmentation

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-09T20:52:32.890935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T20:52:32.890935Z digest=sha256:7af14daf4ab64e3886a097cc91072e9086fa5de69244ef41abb3b99eec611cbd

Observation 441c625f-0999-4b4f-9e71-dd9f53958552 · inbound

LeMoRe: Learn More Details for Lightweight Semantic Segmentation cites this paper.

LeMoRe: Learn More Details for Lightweight Semantic Segmentation U-MixFormer: UNet-like Transformer with Mix-Attention for Efficient Semantic Segmentation

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T12:59:29.516385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:59:29.516385Z digest=sha256:2c56afaa8780f947b072354bec1d0af725636a0bda645043ec5da55cc04369e4