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Paper Citation Record · LEDGER

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation

As of 10 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2607.08397.

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

pith.paper-citation-record.v1
2607.08397 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-10T08:06:03.952787Z

measured 56 of 56 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

56 of 56 outbound references displayed

  • verified exact7
  • verified fuzzy49
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 282ad1da-d8cf-4097-a2a1-4eaf8d6b2722 · outbound

This paper cites Mask r-cnn.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Mask r-cnn

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:58.004109Z

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.

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Observation 1b581d76-036b-4b98-96b8-2eb8aed1d186 · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation U-net: Convolutional networks for biomedical image segmentation

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:58.008278Z

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.

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Observation 7aa5b9a2-a14e-4786-a682-b6de3adc0835 · outbound

This paper cites Unet++: Redesigning skip connections to exploit multiscale features in image segmentation.IEEE transactions on medical imaging, 39(6):1856–1867, 2019.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Unet++: Redesigning skip connections to exploit multiscale features in image segmentation.IEEE transactions on medical imaging, 39(6):1856–1867, 2019

Reference 3

Resolution
verified fuzzy
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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.

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Observation 599f7808-fcea-457d-bb01-e8a9ab1253f1 · outbound

This paper cites Cris: Clip-driven referring image segmentation.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Cris: Clip-driven referring image segmentation

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.944429Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:c80e8ce87b07f1e365448d2bf497c7a767fc883cefb0fc7db1a820953c41e3ed

Observation bc09234c-27e1-4293-ae9f-f8fe8fb80c82 · outbound

This paper cites Autolaparo: A new dataset of integrated multi-tasks for image-guided surgical automation in laparoscopic hysterectomy.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Autolaparo: A new dataset of integrated multi-tasks for image-guided surgical automation in laparoscopic hysterectomy

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.979429Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:8c56fb95b52c966e367eb910f4dd6303a8634e1cb9c243b9ce31f9784372f53b

Observation a84c8009-8959-4a16-81cc-3f33b1054b1b · outbound

This paper cites Large-scale self-supervised video foundation model for intelligent surgery.npj Digital Medicine, 2026.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Large-scale self-supervised video foundation model for intelligent surgery.npj Digital Medicine, 2026

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.981729Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:8ed8bf8e483ea9c048ec70558cdc70b650a2954a27c1bcba1f2d9d45478ca396

Observation f9b6d2f4-8dcd-4252-923a-46fa831e3fa4 · outbound

This paper cites Gynsurg: A comprehensive gynecology laparoscopic surgery dataset.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Gynsurg: A comprehensive gynecology laparoscopic surgery dataset

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.983796Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:69abc2169131eb794735309c7ba080ba16faad12a4f3fc2adf494e1f859bf026

Observation 521af013-97c0-4ebf-8186-80bfacbf1408 · outbound

This paper cites Egosurgery-hts: A dataset for egocentric hand–tool segmentation in open surgery videos.Healthcare Technology Letters, 12(1):e70049, 2025.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Egosurgery-hts: A dataset for egocentric hand–tool segmentation in open surgery videos.Healthcare Technology Letters, 12(1):e70049, 2025

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.996750Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:72f39a00de9d97c7ef8be25190a5bdc81716c594804050b444c94032f091baf7

Observation 130d67f4-a0d2-47ce-a9b4-a2cffe66051e · outbound

This paper cites Lisa: Reasoning segmentation via large language model.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Lisa: Reasoning segmentation via large language model

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.997722Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:c1f981d38ef911b9784670e08c18ed0f6c444048ec5062f53c9e599591f73465

Observation 204dd83a-57d9-4555-b341-d04b1a9fc8f1 · outbound

This paper cites Segment everything everywhere all at once.Advances in Neural Information Processing Systems, 36, 2024.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Segment everything everywhere all at once.Advances in Neural Information Processing Systems, 36, 2024

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:58.001212Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:8536eb45f81e1143071c5619c2f476405091404b53a472ce1d417c39fdda8d41

Observation 7d81f4d3-1a5c-4f2d-97a3-3e83a20ebefd · outbound

This paper cites Surgical scene segmentation using semantic image synthesis with a virtual surgery environment.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Surgical scene segmentation using semantic image synthesis with a virtual surgery environment

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.973052Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:a098555c25a1c6712ff035c3ca1e87f96d74364e6fe0a9988df77b490d3f7ca3

Observation e95f69d0-b3b8-43f2-9ac6-e2f89bba3bea · outbound

This paper cites CholecSeg8k: A Semantic Segmentation Dataset for Laparoscopic Cholecystectomy Based on Cholec80.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation CholecSeg8k: A Semantic Segmentation Dataset for Laparoscopic Cholecystectomy Based on Cholec80

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-07-10T08:06:57.771168Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:2c216b9df07879676b2377850fbacd28a44246956a7be8825af58b41e4194e8a

Observation b42e9a3f-a769-44e8-83a8-e8bf77f7ada9 · outbound

This paper cites Kvasir-instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Kvasir-instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.977383Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:f0e348a6fc19cd05d365b7f24021e16776f6ac144b1776311a6cf4dd1a17dd92

Observation 6da756cb-6965-4db6-b7f8-6a0d5c895ec7 · outbound

This paper cites Garcia-Peraza-Herrera, Lucas Fidon, Claudia D’Ettorre, Danail Stoyanov, Tom Vercauteren, and Sébastien Ourselin.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Garcia-Peraza-Herrera, Lucas Fidon, Claudia D’Ettorre, Danail Stoyanov, Tom Vercauteren, and Sébastien Ourselin

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.990565Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:e3b6ae150f384b097d53e366f9f823500966e3145a1021172c42b556fc0cc92e

Observation b4e14e46-d4dd-402d-9905-9940bc800bbf · outbound

This paper cites The dresden surgical anatomy dataset for abdominal organ segmentation in surgical data science.Scientific Data, 10(1):1–8, 2023.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation The dresden surgical anatomy dataset for abdominal organ segmentation in surgical data science.Scientific Data, 10(1):1–8, 2023

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.968782Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:047ad24390698820d6d09d331ec59b3f80496b7c093d3595d318d2da5ecdfab5

Observation b75eafec-1b25-4e16-943c-63a9515bb5ad · outbound

This paper cites 2017 robotic instrument segmentation challenge.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation 2017 robotic instrument segmentation challenge

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.968109Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:c49511270ae9acd408e71430c4c7db02616396839c7673cc82c9a87b1860831c

Observation b9d891a6-147b-44a2-a759-a1a4077ac726 · outbound

This paper cites 2018 robotic scene segmentation challenge, 2020.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation 2018 robotic scene segmentation challenge, 2020

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.962076Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:f1cd899d07d9d39dd070ff009a833faff915d55a20027b0d4bf3ff621adce5f3

Observation 79fa4c4c-f47f-4688-a4d1-85a8353775f4 · outbound

This paper cites SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-07-10T08:06:57.764766Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:7d5104346ee33d14a3f41a972a0c734c661786bdc95e2f40c0e730ac961707df

Observation 6dfc9388-bfdb-4bf1-a485-935d75507aea · outbound

This paper cites Generating large labeled data sets for laparoscopic image processing tasks using unpaired image-to-image translation.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Generating large labeled data sets for laparoscopic image processing tasks using unpaired image-to-image translation

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.979255Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:8a6028306b91bba7cd3b41fc3f9abc3cf1bb53e49b2b6a8188e79524e4e92810

Observation 19b9c102-d234-41a5-8c7a-21e117154f5f · outbound

This paper cites Opencv.Dr.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Opencv.Dr

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.966578Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:073ab04bf2bace2c932a5d710c088d7f4abe0c63f3943813edb775f6c50a5f33

Observation 96807ec7-b5ea-4d08-b67d-d85ede60c7c5 · outbound

This paper cites Image segmentation using text and image prompts.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Image segmentation using text and image prompts

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:58.009661Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:8bb31b820424a49a15d9e864f7bacafdd191bf6bf33f7fa2c7d65faae6563aca

Observation 3be1f700-359f-486c-ac57-818e4e912179 · outbound

This paper cites Locate then segment: A strong pipeline for referring image segmentation.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Locate then segment: A strong pipeline for referring image segmentation

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.954624Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:cfad5f3c5a79153ce3c4659ccbde391b9c94ceed3379619df6d809e48d7cc6fa

Observation 4c6c29c4-2161-484e-9a1e-c89d8f4cef12 · outbound

This paper cites Vision-language transformer and query generation for referring segmentation.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Vision-language transformer and query generation for referring segmentation

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.950723Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:a9e10f2b5f503ed1e749cdca9889c7884778c7de91694e9063cb866baa8bec02

Observation ccb14a81-4fe8-4e66-bd3a-d44acef5fce2 · outbound

This paper cites Language as queries for referring video object segmentation.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Language as queries for referring video object segmentation

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:58.013099Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:92bd80970d06adf8f66a9378e224253680355f43a6130ad25b0c6fc3c88beaf9

Observation fd6096d6-4e8c-4961-9531-a3f12c3d840e · outbound

This paper cites Cross-modal progressive comprehension for referring segmentation.IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(9):4761–4775, 2021.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Cross-modal progressive comprehension for referring segmentation.IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(9):4761–4775, 2021

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:58.006699Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:d6b4177e895ebb23bdcd36f2d3a525debfb4cc1727ba9c7637762daab0f7bbda

Observation d76418fc-b71c-45a5-913d-8d958631d0a6 · outbound

This paper cites Attention is all you need.Advances in Neural Information Processing Systems.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Attention is all you need.Advances in Neural Information Processing Systems

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.952805Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:05fa8d3177c49d9e1eb70984240d9582fd2eae1a58ceadee7a512b85bbca3902

Observation 4c3ea094-6a9d-4209-b5f8-2c11e2c7107f · outbound

This paper cites Learning to segment every referring object point by point.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Learning to segment every referring object point by point

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.956798Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:e752235672997092e7e3ece1c22e68a9150ab66740eafeed515000ed43497ee6

Observation c1d8892f-320d-4141-84fc-4ab7bb11c395 · outbound

This paper cites End-to-end referring video object segmentation with multimodal transformers.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation End-to-end referring video object segmentation with multimodal transformers

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.971024Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:7253a9b1a5b981e7c7b16fd702d585b8665fe295d6d0b461211b4a3daafd438b

Observation dfcfd05a-15b0-4619-8a2b-85e10a32e24c · outbound

This paper cites Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-07-10T08:06:57.772683Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:a2915665789b8432ff96ba96a60ac25b29dec77a7cf0feddc5137bd79059d236

Observation 943885a4-b794-4316-8f4b-9b8953b3f8ca · outbound

This paper cites Learning transferable visual models from natural language supervision.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Learning transferable visual models from natural language supervision

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.986086Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:83f7d1cb722447e963b401ba5e23bad3fd924b3878d9ed6da3bc2e5969f38820

Observation 5523097c-b5eb-4508-b58f-4697d7e5016d · outbound

This paper cites EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-07-10T08:06:57.773790Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:d7c0ec2e54ae140dc1004b7977194ee976ff8c873ac9754799fa53d4b0e44a5b

Observation 67ddaccf-e939-4e1b-b55a-cd721494a5a4 · outbound

This paper cites Lavt: Language-aware vision transformer for referring image segmentation.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Lavt: Language-aware vision transformer for referring image segmentation

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.958471Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:355dcb9b11f816e8cdd500f5ad38f6487bfaf8467b3290ccfff846227364294e

Observation c5231bfd-ed68-4847-b442-e3f4f12beb83 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Adam: A Method for Stochastic Optimization

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-07-10T08:06:57.776223Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:fc1bae0610117ef4dae629b0367ca684f146a38db705a483795a6a7bc259496c

Observation 6d33da0f-cdc6-44d3-ba54-b183506c0481 · outbound

This paper cites Masked autoencoders are scalable vision learners.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Masked autoencoders are scalable vision learners

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.982806Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:cbb03a187b0a07073c6740c1453d31478cf4170bb44a1b08e08006e9424f4cb1

Observation 046f9981-340d-41c7-9101-4df4c5a50e8f · outbound

This paper cites Solo: A simple framework for instance segmentation.IEEE transactions on pattern analysis and machine intelligence, 44(11):8587–8601, 2021.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Solo: A simple framework for instance segmentation.IEEE transactions on pattern analysis and machine intelligence, 44(11):8587–8601, 2021

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:58.004800Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:7514490c23249407b628cb917e2cde96aef01b8c121fcc354bc95f67ab5dc680

Observation a450bb88-2dad-4b1b-89f9-095bab375de4 · outbound

This paper cites Masked-attention mask transformer for universal image segmentation.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Masked-attention mask transformer for universal image segmentation

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:58.016865Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:73d68dde9de34fc0de1e9920bed2c3459dbd22d2d7be33bd2d7a68816bb2ad90

Observation fbd97e61-1a8b-42bf-9a9c-f5fc04185cec · outbound

This paper cites Incorporating temporal prior from motion flow for instrument segmentation in minimally invasive surgery video.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Incorporating temporal prior from motion flow for instrument segmentation in minimally invasive surgery video

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.994733Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:eac51b8e91d4969e955588061d97323e37141f4d5dafa4e8bbedea8d479ab863

Observation b52b3610-963e-4a07-8824-3d89f23cb37a · outbound

This paper cites Isinet: an instance-based approach for surgical instrument segmentation.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Isinet: an instance-based approach for surgical instrument segmentation

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:58.007738Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:45b8f47864e7ba825ce60c7b0df858a76d2aa447eda4a0337277cd92e68dbef4

Observation ccfccb18-e0b8-49d0-9628-27d5ab8d107b · outbound

This paper cites OR-UNet: an Optimized Robust Residual U-Net for Instrument Segmentation in Endoscopic Images.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation OR-UNet: an Optimized Robust Residual U-Net for Instrument Segmentation in Endoscopic Images

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-07-10T08:06:57.770322Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:342f3a8bb9971ebf3511831e6d7675fe3ab37fbf9814f14b64b88e2842a31afc

Observation df18082d-d5a5-4de1-b22d-4cf7fc9b2470 · outbound

This paper cites Modeling context in referring expressions.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Modeling context in referring expressions

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:58.002294Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:1c541a0738cf5ae2a9e0c962211b7686b1482c353168331061a05e5f8a546efe

Observation cff97927-0398-4590-ac96-fac041c63ef7 · outbound

This paper cites Modeling context between objects for referring expression understanding.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Modeling context between objects for referring expression understanding

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:58.000526Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:521f755bcb0beb2591323793d9b118f6719abf852555f39dec37d6baa0842d26

Observation f76a055f-0d71-4f52-8f66-4824672f4df3 · outbound

This paper cites Segmentation from natural language expressions.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Segmentation from natural language expressions

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.938690Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:387edb2a46ee1760397d00e1bf2ca180274fd36fb75456e922eef1b4e3014898

Observation 1ff77ea9-4e13-403a-91b4-f0286800b3cd · outbound

This paper cites Referring image segmentation via recurrent refinement networks.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Referring image segmentation via recurrent refinement networks

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.938867Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:c802bad5c558ce5a2a6dfe32d4d50b3fefa268a842bcc24fd35826037bcecf89

Observation f6bc52ca-5207-488f-8b6c-4b3cfdaa96c3 · outbound

This paper cites Recurrent multimodal interaction for referring image segmentation.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Recurrent multimodal interaction for referring image segmentation

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.993904Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:893393d15a14e265d99d1ce3fd451bc7a8a8e745b16a07461dbe7f4308fe5b5d

Observation 3eedb82a-13c7-47ed-b9f8-56c3b1c2fbe9 · outbound

This paper cites Key-word-aware network for referring expression image segmentation.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Key-word-aware network for referring expression image segmentation

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.925297Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:6965b757992b3a131ea92960a8887f433fff7cda75dd8aecdd3ab92641354185

Observation 103b6e85-57fa-45a5-ae23-fe8c7bbef252 · outbound

This paper cites Cross-modal relationship inference for grounding referring expressions.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Cross-modal relationship inference for grounding referring expressions

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.920492Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:e297b2d984d5be4edfe616100ab8c6f362a6ef2888386d4563b5fdb5e2c865ea

Observation c9b236f9-1478-4b34-953f-1bcb5457d330 · outbound

This paper cites Restr: Convolution-free referring image segmentation using transformers.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Restr: Convolution-free referring image segmentation using transformers

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:58.015094Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:e13415f5ce9c66019d7ff6103201342de6bc0186f130b07984d50cc657e2f058

Observation 3f02fb82-1ce5-4c0c-848f-cee798896dcf · outbound

This paper cites Structured attention network for referring image segmentation.IEEE Transactions on Multimedia, 24:1922–1932, 2021.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Structured attention network for referring image segmentation.IEEE Transactions on Multimedia, 24:1922–1932, 2021

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.934829Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:8be684b3c79e80ed925fd4fe496614b38b1e3442fa3cbffd1af44d8845b0606e

Observation e28e5f76-2d7d-4cdc-9ddf-437e947bc0f8 · outbound

This paper cites Contrastive grouping with transformer for referring image segmentation.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Contrastive grouping with transformer for referring image segmentation

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.947147Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:526082ee06cc88486d7d3b67b22d4a076b9c1e8be4ee599bafb0688366bf79b8

Observation 3300050f-c96b-448f-ab54-777d8635a882 · outbound

This paper cites Dynamic graph attention for referring expression comprehension.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Dynamic graph attention for referring expression comprehension

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.992881Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:a695b8d4d09ced42256a82c83ae35e50233c31cd5f98a036e9a283427325666c

Observation 9f3bb297-f2a5-4cfd-9e01-e40f39502b0c · outbound

This paper cites Graph-structured referring expression reasoning in the wild.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Graph-structured referring expression reasoning in the wild

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:58.018571Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:b631a2c2e3e5722b60c7fb7e2d5ac63df5bc24d6b959aa9ac03589a419358a71

Observation a1d0abad-e460-4d97-85bf-35aaae053cf9 · outbound

This paper cites Relationship-embedded representation learning for grounding referring expressions.IEEE Transactions on Pattern Analysis and Machine Intelligence, 43(8):2765–2779, 2020.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Relationship-embedded representation learning for grounding referring expressions.IEEE Transactions on Pattern Analysis and Machine Intelligence, 43(8):2765–2779, 2020

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.986852Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:1d3cd2c660fdddb3c981989497f186e8ba2d7ff69ce50ace0185888c8b11eec1

Observation ef644967-faba-4cab-9207-d54dd84263d2 · outbound

This paper cites Bottom-up shift and reasoning for referring image segmentation.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Bottom-up shift and reasoning for referring image segmentation

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.944813Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:f61953415c6c919fec8033b77f52dbf10e7e49c5fa8f802a5b4ae3ab44aee13f

Observation 749f50f2-f0c6-44aa-acf7-4ce0f87c47d0 · outbound

This paper cites Position-Aware Contrastive Alignment for Referring Image Segmentation.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Position-Aware Contrastive Alignment for Referring Image Segmentation

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-07-10T08:06:57.759339Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:21c6993b1cc55f7d6402ee39bedf4aeba60998bc9526f234419fddbff75c1977

Observation 1a8c2d3f-dff1-4837-b7d8-a71a0864daaf · outbound

This paper cites Vlt: Vision-language transformer and query genera- tion for referring segmentation.IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(6):7900– 7916, 2022.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Vlt: Vision-language transformer and query genera- tion for referring segmentation.IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(6):7900– 7916, 2022

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.929961Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:7d8e252d6c67d5581819f76c9855e6a44d71797915000a68725ffb09b80af6f9

Observation a495e82b-4e95-431e-a751-b0b632a4777e · outbound

This paper cites Learning transferable visual models from natural language supervision.

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation Learning transferable visual models from natural language supervision

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T08:06:57.998656Z

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.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:23c12bc426894d0c0732196cac10197c71de8c80e53cca67094145d0fce14faf

Pith citing papers

No inbound Pith citation observations are available.