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Paper Citation Record · LEDGER

Attribute Retrieving for Open-Vocabulary Endoscopic Compositional Referring Segmentation

As of 23 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 2026-08-22T06:32:14.747728+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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:fce1df849def105dfa92b1d1664a9cd35cd54bd5750446ce4f2f13aa09bb0a44

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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:f772754f833a4d490e849f5df6a54c2c93eb1dd39f5aca24cbb4e6bdfd65d8a3

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:4e2cceea04aebbdb290c3188071e9ba7082530cc1f98f22c4ae0abfcc866877d

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:c824e1787df2b28cba1e4c234e51d0d7e7f83d450aa73f4fe6af2100bf4fed91

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:3f9458702cf30a35f2e0ea7744ce99b18d8c074f931aeb4e3256394bdb3e397c

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:c30ec7139c4403396ad4091b972a42c71bb4eeed7bf40a5b180a8adecae5c4cb

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:f03ab8cee5f7102c92ab04ac1ee4428c5087b0ae488ed42262ba3a99d4c30233

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:e84f9699a2271414304b88582205806f3c022d399013953827c5ae7e530378a7

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:32de5be987d5e4d2865b8b1d59bea2a6ba857ba2c87f48361360fb521f643154

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:927dcda6faea3cf8fbef0410c802fcfcc9d8d52b0c229cfd20a372b7e04225e5

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:b5d5b14446abf7006ec0ccee5302d224dd4d947282a5ae2c0cb0dda3f61699a5

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:e4eb98374db448989b310713c330200ea09378e680723301d70ab6785e938210

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:59d66eb2ae8d5799151563aad478faeaf677ec8ca7fdbc22a3fa66fd481e3681

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:52a7d9f9c3ec5f48773f02da44a302a28e5a82752ab8433f69e75c72fffb3a0a

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:d830938f8f7888743a3c7e1e6854e3bae564fa48224a782416cdf4724d4c7cab

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 2026-08-22T06:32:14.747728+00:00.

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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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:d870b2ded499d2ef7dd799461426ad1e1aec3ed4f765d0331989f95d968262fc

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:40daddf1513481ee0dd3d7bfb612d4ec460491fa248e1860906a463991828711

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:514d9c2da684d74203ab50ab3d3fb29e15808d099b85ecda6cfa9f693441fbc8

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:971b4e7e68606b5e75a761dab94d7e75b700e4caeddd0649508f5976c644790e

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:b27c78a306c077f1c4dcf281c062e064d44c548cc31ec99ca6b1a0b6fe6694ee

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:ff7efed2e8a1a6570036e89c995282c6538036c12d51623ecd35a44ca2380627

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:ca9cbe417ee7028600b84e728e5df882733421a8d6906eda63422bb6b24b370a

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:593ebf3789c15781161f041857747c69951618b83431ea262b0e2f55240f742e

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:9208cbe1d3b5f868c41b00c990ffd2dd8761be360ee719c8ee2870cfdf223db3

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:35d1bc43c15a2d640a8bea5389d50e853548a81a590bd09cb76dcfa8f3e1f13a

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:ab3ad24170f6106426f16ab6eb0eaf5d4cb46bdab6210dda5d5689edf47ae281

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:03a829a61f23ce4bdab3374421ec5ffa1b996c2ad778a479f7b9801b99c6ca4e

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:3b9bade9cb3e7eb377126d892d651d90c78a147cf575a3e1f2c24858ca54fb7a

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:2501ca3b4fa0fa4b3c509e06e25ebc4ecbfca7b98cb6691205f26d7b94773ac6

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:25dc2c837fe547110c20decf33f52079acffd9edab260373defec6e34ccef5b9

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:d8f967f7f01c56b7303636959ce7fb31fb390841d04dcdf6ddebf72f97146bc1

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:e910a3786ff3e7759e9baa38c148415c7f8e7430a78aa38a0ddd85e517598a17

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:8d729ac18a6c50a3da2124b957804d5f7fa705cba0744dd5b7ba347425c7d017

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:fa84a067e5a0351000af9b53cd05e9897a21613b55f56a7e79a946f45c1bcd77

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:8e7eadaed02e7badc58655dc6cde576d958d0146c45415cdb835014e5a1a976a

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:3807d28d2b4e5690812b7476666ed3598566aef05e39fbba142f2f812d13c386

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:314472b9cb5704c8d622ffaa4ff1bd5f7514fe467fec81a6677d3d2cb736117e

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:76dbf1c949fc7132613a35499bc6d47378e6ebb6c4a3d3c9cd33f6886764d5c4

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:41e8c7bd6aded989440819d54f4d9c1c401675fe35c3b4933f3f54321151fabd

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:16fcadd4a18aca9f4a074be0d4b177e51cb7e6d6cffc7d041253a1f27e84f820

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:5c0efa5e9f61556fdb32c9b1581cf2afcec214e36311a5e0f83b10710a5c9635

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:61b4f293c00bf4c060f59bd2939d324636c1fd432b11392e9248b907c67135ff

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:24547a9f7e33a8ef4ceab8e370874fc1d20f951d1ac19888b0ad341112e68b84

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:006e7d44fa8a7b27c2056a3681a0fe0376bdafef9107577bc57a3b6498d43358

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:a127b49b359322e0088737e85bb1ae7d1346cf8d91aa93f32d665e13decc0c64

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:bf646819c18c9595c1baede24e80cef2d0bb3093215573575c5cbb14cdb7d0a7

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:26040b503643b94eca5c95782dca0bb8189c34cb140459ddfe0a49872044bf87

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:33b5447dcf37480a6d3d60ef25fcdb5118a6a1a75078807307279c2b2c2b4b1d

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:4e81978831a608a93cd47e0e8710b80edf46af0637402528986147bb076430b9

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:ceb333f0e700c79e8e75b383bc773d09be0701f7fd316cbd9e1b0a4592f135fb

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:a8c5651059219646f072323bd2d1d7b662866d264b6098926ed3ccfdb53c4402

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:ec519ce90cb450dfea6d3c369c9f4b6bc85bfa955195f8fb712e4a4f1f706f53

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T08:06:03.952787Z digest=sha256:bf49afb54a188d7df955d66a57a1b4d9f99ac7167ee5ea7ae76d5b029717fb4c

Pith citing papers

No inbound Pith citation observations are available.