Paper Citation Record · LEDGER

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation

As of 7 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 1 inbound Pith citation observation for arXiv:2506.03706.

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

pith.paper-citation-record.v1
2506.03706 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:59:33.655694Z

measured 37 of 37 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T07:40:17.970860Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

36 of 36 outbound references displayed

verified exact2
verified fuzzy25
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1f83fc3a-9bce-472c-96d6-3527f31fdeaf · outbound

This paper cites What a mess: Multi-domain evaluation of zero-shot semantic segmentation.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation What a mess: Multi-domain evaluation of zero-shot semantic segmentation

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:34.084870Z

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.

Observation cdb955c7-dcf4-487a-a415-89a08e824bd9 · outbound

This paper cites Coco- stuff: Thing and stuff classes in context.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Coco- stuff: Thing and stuff classes in context

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:34.073587Z

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.

Observation a76a15da-a26a-4dae-8c3b-0bf782d138b0 · outbound

This paper cites PLOT: Prompt Learning with Optimal Transport for Vision-Language Models.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation PLOT: Prompt Learning with Optimal Transport for Vision-Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T10:59:32.858957Z

Source-reported events for the cited work

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Observation 397d846c-e2cd-4c34-b6d2-2ec7a662ab97 · outbound

This paper cites Cat- seg: Cost aggregation for open-vocabulary semantic seg- mentation.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Cat- seg: Cost aggregation for open-vocabulary semantic seg- mentation

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:34.059588Z

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.

Observation 0b01ce4d-99e6-41e6-b78a-a69310e20e10 · outbound

This paper cites Sinkhorn distances: Lightspeed computation of optimal transport.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Sinkhorn distances: Lightspeed computation of optimal transport

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:34.046472Z

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.

Observation 4f93f6e2-3d13-4ad1-bd8e-92c8fdaf801f · outbound

This paper cites De- coupling zero-shot semantic segmentation.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation De- coupling zero-shot semantic segmentation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:34.033825Z

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.

Observation 808ec51e-f675-48cb-91e9-7f562f7fdba3 · outbound

This paper cites Open- vocabulary panoptic segmentation maskclip.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Open- vocabulary panoptic segmentation maskclip

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:34.021983Z

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.

Observation 13cfe672-186e-4ac3-aea9-65bc5f74f6fd · outbound

This paper cites The pascal visual object classes challenge: A retrospective.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation The pascal visual object classes challenge: A retrospective

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:34.010134Z

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.

Observation c9ad73b5-21d2-46f7-b609-eab118b48998 · outbound

This paper cites Scal- ing open-vocabulary image segmentation with image-level labels.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Scal- ing open-vocabulary image segmentation with image-level labels

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:33.999680Z

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.

Observation cf8f142a-5204-4064-b167-986418ed7def · outbound

This paper cites Scaling up visual and vision-language representa- tion learning with noisy text supervision.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Scaling up visual and vision-language representa- tion learning with noisy text supervision

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T10:59:33.364157Z

Source-reported events for the cited work

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Observation 943e30a8-9885-4506-85ee-7e9091f49ad5 · outbound

This paper cites End-to-end learning of geometry and context for deep stereo regression.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation End-to-end learning of geometry and context for deep stereo regression

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:33.982064Z

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.

Observation 0089f831-3924-46f0-9c56-82e7f0e13bda · outbound

This paper cites ZegOT: Zero-shot Segmentation Through Optimal Transport of Text Prompts.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation ZegOT: Zero-shot Segmentation Through Optimal Transport of Text Prompts

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:59:33.731261Z

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.

Observation 8e496662-8890-4da8-abdb-b9f7de4c6680 · outbound

This paper cites Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T10:59:33.573137Z

Source-reported events for the cited work

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Observation f86e5f25-a76d-41ca-9fde-141b54318f5d · outbound

This paper cites Open-vocabulary semantic segmentation with mask-adapted clip.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Open-vocabulary semantic segmentation with mask-adapted clip

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T10:59:33.577196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c4aba21-ff10-43db-b387-c7fc0c0a074c · outbound

This paper cites Graftnet: Towards domain generalized stereo matching with a broad-spectrum and task-oriented feature.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Graftnet: Towards domain generalized stereo matching with a broad-spectrum and task-oriented feature

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:33.963846Z

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.

Observation 424fed2d-5b97-4c35-bcfb-9acb911d3047 · outbound

This paper cites M ´emoire sur la th ´eorie des d ´eblais et des remblais.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation M ´emoire sur la th ´eorie des d ´eblais et des remblais

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:33.952261Z

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.

Observation ce54dcc1-c8b7-4369-b819-dcfca594657e · outbound

This paper cites Computational optimal transport: With applications to data science.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Computational optimal transport: With applications to data science

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:33.940608Z

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.

Observation 06591543-8142-4a1b-a6b9-f96b3d012ece · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Learning transferable visual models from natural language supervi- sion

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T10:59:33.591334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37b73247-1906-4541-a8c6-bd863fef8d27 · outbound

This paper cites Convo- lutional neural network architecture for geometric matching.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Convo- lutional neural network architecture for geometric matching

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:33.921731Z

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.

Observation afd3afe9-cd87-4de7-bd90-168b6c43f043 · outbound

This paper cites LCA-on-the-Line: Benchmarking Out-of-Distribution Generalization with Class Taxonomies.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation LCA-on-the-Line: Benchmarking Out-of-Distribution Generalization with Class Taxonomies

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:59:33.704101Z

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.

Observation fa52c753-da62-4f1b-aa2f-f1c673ce1d39 · outbound

This paper cites Fully complex-valued fully con- volutional multi-feature fusion network (fc 2 mfn) for build- ing segmentation of insar images.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Fully complex-valued fully con- volutional multi-feature fusion network (fc 2 mfn) for build- ing segmentation of insar images

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:33.911215Z

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.

Observation bd6afbc5-3a45-4045-8553-7824465c13f1 · outbound

This paper cites Deepmao: Deep multi-scale aware over- complete network for building segmentation in satellite im- agery.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Deepmao: Deep multi-scale aware over- complete network for building segmentation in satellite im- agery

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:33.899727Z

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.

Observation dfa4146c-cc45-4abf-bc35-ae4fc44c6fab · outbound

This paper cites Fully complex-valued deep learning model for visual percep- tion.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Fully complex-valued deep learning model for visual percep- tion

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:33.888775Z

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.

Observation ccb27fe0-4ce3-4fb6-bcac-831d288f7046 · outbound

This paper cites Ogp- net: Optical guidance meets pixel-level contrastive distilla- tion for robust multi-modal and missing modality segmen- tation.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Ogp- net: Optical guidance meets pixel-level contrastive distilla- tion for robust multi-modal and missing modality segmen- tation

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:33.877334Z

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.

Observation 2cfa2d56-b566-4e44-a5a5-da2e98162e9c · outbound

This paper cites Mrfp: Learning generalizable semantic segmentation from sim-2-real with multi-resolution feature perturbation.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Mrfp: Learning generalizable semantic segmentation from sim-2-real with multi-resolution feature perturbation

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:33.864797Z

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.

Observation 8a00ff46-d0a2-43c4-bbf1-6ba658529f0b · outbound

This paper cites Robust fine-tuning of zero-shot models.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Robust fine-tuning of zero-shot models

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:33.852682Z

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.

Observation f9c4855e-3679-48ad-83e7-b2f5457e3812 · outbound

This paper cites Open-vocabulary panop- tic segmentation with text-to-image diffusion models.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Open-vocabulary panop- tic segmentation with text-to-image diffusion models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T10:59:33.622467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dd1ce5d-2c8c-4e8f-a0a2-edb295ca5cc0 · outbound

This paper cites A simple baseline for open- vocabulary semantic segmentation with pre-trained vision- language model.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation A simple baseline for open- vocabulary semantic segmentation with pre-trained vision- language model

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:33.834417Z

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.

Observation dacd34eb-a35f-4497-9f6a-d61b69d64fe4 · outbound

This paper cites Side adapter network for open-vocabulary semantic segmentation.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Side adapter network for open-vocabulary semantic segmentation

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:33.822134Z

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.

Observation 7cbe7378-a34a-42ef-9ffb-38854934e073 · outbound

This paper cites Convolutions die hard: Open-vocabulary seg- mentation with single frozen convolutional clip.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Convolutions die hard: Open-vocabulary seg- mentation with single frozen convolutional clip

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T10:59:33.632568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b58f1569-d8fe-460a-997f-be4a1cd9c771 · outbound

This paper cites Florence: A New Foundation Model for Computer Vision.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Florence: A New Foundation Model for Computer Vision

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T10:59:33.636363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c7f3539-e02b-4835-9cf1-ab2b505c2102 · outbound

This paper cites Dept: Decoupled prompt tuning.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Dept: Decoupled prompt tuning

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:33.799813Z

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.

Observation 49b8c517-98f1-46bc-94a4-60161dd02f31 · outbound

This paper cites Semantic under- standing of scenes through the ade20k dataset.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Semantic under- standing of scenes through the ade20k dataset

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:33.787709Z

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.

Observation 0c07ca5a-c2ea-47c4-86e6-da30d7d18418 · outbound

This paper cites Extract free dense labels from clip.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Extract free dense labels from clip

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:33.774932Z

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.

Observation 610f8044-f23b-4181-a881-2f9d2b42daaa · outbound

This paper cites Learning to prompt for vision-language models.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Learning to prompt for vision-language models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T10:59:33.651537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9f1003b-5697-44e4-a866-dc69ee4a8426 · outbound

This paper cites Zegclip: Towards adapting clip for zero-shot seman- tic segmentation.

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation Zegclip: Towards adapting clip for zero-shot seman- tic segmentation

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:59:33.754512Z

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.

Pith citing papers

Observation 61efe6ec-ec09-4db4-872a-3e2e77fbd26f · inbound

DINOde: Continuous Vision-Text Alignment for Open-Vocabulary Semantic Segmentation cites this paper.

DINOde: Continuous Vision-Text Alignment for Open-Vocabulary Semantic Segmentation OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T07:40:17.970860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.