Paper Citation Record · LEDGER

EOVSAM: Efficient Open-Vocabulary Segmentation with SAM 3 in One Pass

As of 13 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2608.02284.

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

pith.paper-citation-record.v1
2608.02284 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T10:02:14.568626Z

measured 13 of 13 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 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

13 of 13 outbound references displayed

verified exact0
verified fuzzy0
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1fbd988c-eb77-4be5-aa7a-7b1a9ddfe1de · outbound

This paper cites In2024 IEEEInternationalConferenceonImageProcessing(ICIP), 2494–2500.

EOVSAM: Efficient Open-Vocabulary Segmentation with SAM 3 in One Pass In2024 IEEEInternationalConferenceonImageProcessing(ICIP), 2494–2500

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T10:02:13.260267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29cc2a4f-e1a0-408f-ba8d-1597f1704520 · outbound

This paper cites Ravi, N.; Gabeur, V.; Hu, Y.-T.; Hu, R.; Ryali, C.; Ma, T.; Khedr, H.; Rädle, R.; Rolland, C.; Gustafson, L.; Mintun, E.; Pan, J.; Alwala, K.

EOVSAM: Efficient Open-Vocabulary Segmentation with SAM 3 in One Pass Ravi, N.; Gabeur, V.; Hu, Y.-T.; Hu, R.; Ryali, C.; Ma, T.; Khedr, H.; Rädle, R.; Rolland, C.; Gustafson, L.; Mintun, E.; Pan, J.; Alwala, K

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T10:02:14.032682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 428772b6-aa11-4952-bf89-7ad32c4dba81 · outbound

This paper cites In Yue, Y.; Garg, A.; Peng, N.; Sha, F.; and Yu, R., eds.,International Conference on Learning Representations, volume 2025, 28085–28128.

EOVSAM: Efficient Open-Vocabulary Segmentation with SAM 3 in One Pass In Yue, Y.; Garg, A.; Peng, N.; Sha, F.; and Yu, R., eds.,International Conference on Learning Representations, volume 2025, 28085–28128

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T10:02:14.182094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50394fe6-304a-4037-bee8-c91878dcef3b · outbound

This paper cites DINOv3.

EOVSAM: Efficient Open-Vocabulary Segmentation with SAM 3 in One Pass DINOv3

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T10:02:14.339840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3006137d-ab76-4bc2-a51d-ceb349271a48 · outbound

This paper cites SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features.

EOVSAM: Efficient Open-Vocabulary Segmentation with SAM 3 in One Pass SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T10:02:14.466202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2b4b64d-681c-4db6-afcf-bf7375a75683 · outbound

This paper cites Decoupled Weight Decay Regularization.

EOVSAM: Efficient Open-Vocabulary Segmentation with SAM 3 in One Pass Decoupled Weight Decay Regularization

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-04T10:02:13.865187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c6ad8e5-d57e-4b51-b503-75381902694f · outbound

This paper cites Han,C.;Zhong,Y.;Li,D.;Han,K.;andMa,L.2023.

EOVSAM: Efficient Open-Vocabulary Segmentation with SAM 3 in One Pass Han,C.;Zhong,Y.;Li,D.;Han,K.;andMa,L.2023

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-04T10:02:13.392436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1f25867-db38-4549-90ae-6a58677a64d3 · outbound

This paper cites SAM 3: Segment Anything with Concepts.

EOVSAM: Efficient Open-Vocabulary Segmentation with SAM 3 in One Pass SAM 3: Segment Anything with Concepts

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-04T10:02:12.837067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35e64cac-6eaa-485f-bd65-e5db4403a833 · outbound

This paper cites InInternational conference on ma- chine learning, 4904–4916.

EOVSAM: Efficient Open-Vocabulary Segmentation with SAM 3 in One Pass InInternational conference on ma- chine learning, 4904–4916

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-04T10:02:13.559172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5c364b4-1801-4dba-b9d0-22fb96dcb520 · outbound

This paper cites InProceed- ingsoftheIEEE/CVFinternationalconferenceoncomputer vision, 11975–11986.

EOVSAM: Efficient Open-Vocabulary Segmentation with SAM 3 in One Pass InProceed- ingsoftheIEEE/CVFinternationalconferenceoncomputer vision, 11975–11986

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-04T10:02:14.568626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7d03c01-de8e-4187-9a76-1fc42cc6d190 · outbound

This paper cites FrozenSeg: Harmonizing Frozen Foundation Models for Open-Vocabulary Segmentation.

EOVSAM: Efficient Open-Vocabulary Segmentation with SAM 3 in One Pass FrozenSeg: Harmonizing Frozen Foundation Models for Open-Vocabulary Segmentation

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-04T10:02:13.114862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ecec65d-c17d-4e44-b889-f87d5af77bc5 · outbound

This paper cites FGAseg: Fine-Grained Pixel-Text Alignment for Open-Vocabulary Semantic Segmentation.

EOVSAM: Efficient Open-Vocabulary Segmentation with SAM 3 in One Pass FGAseg: Fine-Grained Pixel-Text Alignment for Open-Vocabulary Semantic Segmentation

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T10:02:13.732274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6146c4b0-ef1a-4494-8a04-5a029bb5fc0c · outbound

This paper cites Chen,L.-C.;Zhu,Y.;Papandreou,G.;Schroff,F.;andAdam, H.2018.

EOVSAM: Efficient Open-Vocabulary Segmentation with SAM 3 in One Pass Chen,L.-C.;Zhu,Y.;Papandreou,G.;Schroff,F.;andAdam, H.2018

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-04T10:02:12.947999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.