Paper Citation Record · LEDGER

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation

As of 9 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2608.03991.

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

pith.paper-citation-record.v1
2608.03991 v2

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:39:14.703777Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

45 of 45 outbound references displayed

verified exact2
verified fuzzy0
unresolved43
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1f4d7a0d-c68c-4be2-a6cd-b69ccd9aeeb2 · outbound

This paper cites an unresolved cited work.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.522530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8812cffe-602e-4bac-8734-7af071bd1537 · outbound

This paper cites an unresolved cited work.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.526445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 245f923c-75de-4354-a2b7-2b5eba134579 · outbound

This paper cites Guo, C.-Z.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Guo, C.-Z

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.534166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8774704f-f714-407d-8c8a-bebb7b729eba · outbound

This paper cites Radford, J.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Radford, J

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.538619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85f03450-3f0d-47ba-a956-7d5d25e18967 · outbound

This paper cites an unresolved cited work.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:39:16.096966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4eef94b9-2f24-4a01-983c-f5b5faffdd09 · outbound

This paper cites an unresolved cited work.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.550434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e92136d-1e40-427e-8d5b-306e83fd7a08 · outbound

This paper cites an unresolved cited work.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Unresolved cited work

Reference 9

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T00:39:15.914186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 554d4657-ab43-4c16-9357-e62dace83431 · outbound

This paper cites an unresolved cited work.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.559140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e292ad51-0699-481e-82b5-2739f7786658 · outbound

This paper cites an unresolved cited work.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.562596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b167e828-dd0f-4b9b-9af8-cfb9f104afbe · outbound

This paper cites an unresolved cited work.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.566221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f35c1db9-e662-4613-8d99-5435af5708e2 · outbound

This paper cites an unresolved cited work.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.569768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 940eda98-83cc-4016-acc0-463b71473ad7 · outbound

This paper cites CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.583356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28e45824-7d8d-4cea-a6eb-1a21b75283e6 · outbound

This paper cites an unresolved cited work.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.587358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5924a75-fbb7-4e2c-8f4d-84a2553d6813 · outbound

This paper cites Hajimiri, I.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Hajimiri, I

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.590531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 506845e4-2896-4750-bdd1-afde0ae8d758 · outbound

This paper cites an unresolved cited work.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.593825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 026700dc-ffd8-4d42-a3a8-eb7ba5f1a1ca · outbound

This paper cites an unresolved cited work.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.600403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3df10d72-9ada-4b5b-850e-6b70428325b5 · outbound

This paper cites an unresolved cited work.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.603162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2aba45c-979a-4c73-b8e8-9ab59c3cf760 · outbound

This paper cites an unresolved cited work.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.605974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 817a2534-8ef9-4c48-8952-f3feaf5ec85c · outbound

This paper cites Caron, H.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Caron, H

Reference 27

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T00:39:15.373149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fde9c14a-58ab-4801-b63c-13f971de0e8c · outbound

This paper cites Radford, J.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Radford, J

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.619766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3233c6c6-75d0-4e13-9aea-24377987ff39 · outbound

This paper cites an unresolved cited work.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.622341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 232902f3-cab1-4a7c-95a2-9aa800f3f266 · outbound

This paper cites Coradeschi, A.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Coradeschi, A

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.625939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d3bf4cb-4888-470c-a1c8-9a7a9f5629f8 · outbound

This paper cites Coradeschi, A.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Coradeschi, A

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.629168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb929110-cd99-4904-bb10-f1830f194822 · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation DINOv2: Learning Robust Visual Features without Supervision

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.632232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48a268cd-3711-4836-b9d0-be1ce8320993 · outbound

This paper cites Semi-Parametric Neural Image Synthesis.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Semi-Parametric Neural Image Synthesis

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.638745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ac47222-7965-404d-bc94-44eb92c39a05 · outbound

This paper cites Barsellotti, R.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Barsellotti, R

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.642716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5663c27c-1b67-43ce-86a5-5ff44ba34642 · outbound

This paper cites Training-Free Semantic Segmentation via LLM-Supervision.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Training-Free Semantic Segmentation via LLM-Supervision

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.648989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c4a249c-9aaf-4e14-8ae6-d1bac0b603c6 · outbound

This paper cites Brown, B.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Brown, B

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.652630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfc8c6dd-3d3d-47be-b7d8-8811d57a02ab · outbound

This paper cites an unresolved cited work.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.655814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40d2cf1e-b63f-49c7-a1e5-37444acadc3f · outbound

This paper cites an unresolved cited work.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.659083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 632a17c7-5374-48ad-a207-b05e8388aa8f · outbound

This paper cites Vaswani, N.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Vaswani, N

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.661956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33027879-fa50-417e-9b4a-9984fc0efb03 · outbound

This paper cites Everingham, S.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Everingham, S

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.665109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a94e6f5-970f-4540-89e7-bbbc3259e102 · outbound

This paper cites Mottaghi, X.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Mottaghi, X

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.668622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c549d05-ca06-4617-a82e-edd83be061be · outbound

This paper cites Caesar, J.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Caesar, J

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.671879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c17dd02-fbc6-44b0-b528-402972658b05 · outbound

This paper cites Cordts, M.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Cordts, M

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.674826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 073d455b-6a60-491d-a332-3ee97ee32cb4 · outbound

This paper cites an unresolved cited work.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.678044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b6e6979-2297-4395-b43d-8013dfe7bb9a · outbound

This paper cites an unresolved cited work.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.681497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3105e8aa-1b21-4287-9aac-ab1fc590b760 · outbound

This paper cites an unresolved cited work.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.684785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3d8589c-26c4-4762-a234-99b4f7812cae · outbound

This paper cites Karazija, I.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Karazija, I

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.687756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92422d20-6953-4e2f-ad25-2780fbce6fbd · outbound

This paper cites Rewatbowornwong, N.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Rewatbowornwong, N

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.690307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbf309c7-b6fd-449f-a19d-3f6260381d1d · outbound

This paper cites an unresolved cited work.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.692894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d752e248-19e5-4633-a3b5-c4d229ad637f · outbound

This paper cites Contributors, MMSegmentation: Openmmlab semantic segmentation toolbox and benchmark, https:// github.com/open-mmlab/mmsegmentation(2020).

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Contributors, MMSegmentation: Openmmlab semantic segmentation toolbox and benchmark, https:// github.com/open-mmlab/mmsegmentation(2020)

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.695430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50ef4551-7a54-4d0c-821e-aba3eb66d0c3 · outbound

This paper cites Contributors, MMEngine: Openmmlab foundational library for training deep learning models, https: //github.com/open-mmlab/mmengine(2022).

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Contributors, MMEngine: Openmmlab foundational library for training deep learning models, https: //github.com/open-mmlab/mmengine(2022)

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.698017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68ba4752-dd7e-4a55-b31b-ce5d94939cfe · outbound

This paper cites Krähenbühl, V.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Krähenbühl, V

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.700635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60403562-22d2-4bbb-b8ed-cae739504a45 · outbound

This paper cites Araslanov, S.

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation Araslanov, S

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-08T00:39:14.703777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.