Paper Citation Record · LEDGER

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs

As of 18 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2607.27122.

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

pith.paper-citation-record.v1
2607.27122 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-30T11:39:01.979348Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

25 of 25 outbound references displayed

verified exact2
verified fuzzy0
unresolved22
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 013bc144-bd0a-4b2c-a645-2e6e5bd3f912 · outbound

This paper cites an unresolved cited work.

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs Unresolved cited work

Reference 1

Resolution: verified exact; doi, observed 2026-07-30T11:41:21.475467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b2bc4ab2-af05-4ff2-a9cc-ad79a2684efb · outbound

This paper cites In: The Fourteenth International Conference on Learning Representations (ICLR) (2026).

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs In: The Fourteenth International Conference on Learning Representations (ICLR) (2026)

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-30T11:39:01.889906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29cf6187-c670-4f9e-b93c-aa0290dcc1e0 · outbound

This paper cites In: MICCAI Workshop on Data Engineering in Medical Imaging, pp.

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs In: MICCAI Workshop on Data Engineering in Medical Imaging, pp

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-30T11:39:01.893597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f00068b0-3c79-45a7-8a1f-13214cad7a62 · outbound

This paper cites In: Proceedings of the IEEE/CVF Con- ference on Computer Vision and Pattern Recognition (CVPR), pp.

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs In: Proceedings of the IEEE/CVF Con- ference on Computer Vision and Pattern Recognition (CVPR), pp

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-30T11:39:01.897342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffd8ed0f-949f-430d-8547-ad901a9b3f3d · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp.

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-30T11:39:01.901858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c65abf5-c697-4713-831b-52fda506e540 · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference, pp.

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs In: Proceedings of the Computer Vision and Pattern Recognition Conference, pp

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-30T11:39:01.905290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2e18f2b-9801-45c1-9e28-191e1689b652 · outbound

This paper cites arXiv:2511.04384 (2025).

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs arXiv:2511.04384 (2025)

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-30T11:39:01.909532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dadf50e-613c-42dd-b288-fab277d11804 · outbound

This paper cites Medico 2025: Visual Question Answering for Gastrointestinal Imaging.

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs Medico 2025: Visual Question Answering for Gastrointestinal Imaging

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-30T11:39:01.913748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24a72180-47cb-493f-8b87-d66eb0cd5fd6 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recog- nition (CVPR), pp.

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recog- nition (CVPR), pp

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-30T11:39:01.918507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9b0048d-3cee-4f70-a6f8-ddaa1982ff0f · outbound

This paper cites Gastroen- terology170(1), 174–187 (2026).https://doi.org/10.1053/j.gastro.2025.07.

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs Gastroen- terology170(1), 174–187 (2026).https://doi.org/10.1053/j.gastro.2025.07

Reference 10

Resolution: verified exact; doi, observed 2026-07-30T11:41:21.377600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1a8f64eb-bbce-462a-92b2-e9d3f5cf03fe · outbound

This paper cites Gemma 3 Technical Report.

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs Gemma 3 Technical Report

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-30T11:39:01.926475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37611fd2-18f7-4457-8152-c71707bdb915 · outbound

This paper cites Advances in Neural Information Processing Systems 36, 10088–10115 (2023).

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs Advances in Neural Information Processing Systems 36, 10088–10115 (2023)

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-30T11:39:01.930329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2661ba6-fb2e-4e89-8795-a8ac67162ba8 · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence, vol.

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs In: Proceedings of the AAAI Conference on Artificial Intelligence, vol

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-30T11:39:01.933784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3fffe8b-40ac-4541-bf95-05227866ead5 · outbound

This paper cites International Journal of Computer Vision128(2), 336–359 (2019).https://doi.

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs International Journal of Computer Vision128(2), 336–359 (2019).https://doi

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-30T11:39:01.937188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aae1d75-68f5-406c-b278-eca81b723777 · outbound

This paper cites In: International Conference on Multimedia Modeling, pp.

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs In: International Conference on Multimedia Modeling, pp

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-30T11:39:01.940985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86d17b14-e408-47ff-b413-0aca1c57f8e4 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-30T11:39:01.944328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 509caa3c-e96c-44e5-878f-f8551dd95d34 · outbound

This paper cites an unresolved cited work.

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-30T11:39:01.947995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0c28141-0694-4c5d-a495-7e6785acc172 · outbound

This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-30T11:39:01.951863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bef9fbf-507f-4d8c-8e0f-121feb599880 · outbound

This paper cites Pattern Recognition45(9), 3166–3182 (2012).https: //doi.org/10.1016/j.patcog.2012.03.002.

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs Pattern Recognition45(9), 3166–3182 (2012).https: //doi.org/10.1016/j.patcog.2012.03.002

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-30T11:39:01.956839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c10b2203-fada-4b9f-874d-6a6672a1005f · outbound

This paper cites In: Proceedings of the 8th ACM on Multimedia Systems Conference (MMSys’17), pp.

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs In: Proceedings of the 8th ACM on Multimedia Systems Conference (MMSys’17), pp

Reference 20

Resolution: malformed identifier; no resolver link, observed 2026-07-30T11:39:01.961232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b1a8d4f-217e-4e03-adef-56ab96e873d8 · outbound

This paper cites In: MICCAI (2025, early accept, spotlight).

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs In: MICCAI (2025, early accept, spotlight)

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-30T11:39:01.964953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdcc4662-a20d-4d0c-b2bf-782c00a6b8a3 · outbound

This paper cites an unresolved cited work.

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-30T11:39:01.968620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 933763f1-59c1-4332-a8cf-cd9b9d61e372 · outbound

This paper cites International Journal of Computer Vision 126(10), 1084–1102 (2018).

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs International Journal of Computer Vision 126(10), 1084–1102 (2018)

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-30T11:39:01.972222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f87d25f8-6aed-467a-8adb-308df7bf33c8 · outbound

This paper cites Medical Image Analysis, 103789 (2025).

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs Medical Image Analysis, 103789 (2025)

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-30T11:39:01.975877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a238e02-9e01-4793-aaa8-43fe7f2c179d · outbound

This paper cites Surgical-VQLA: Transformer with Gated Vision-Language Embedding for Visual Question Localized-Answering in Robotic Surgery.

Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs Surgical-VQLA: Transformer with Gated Vision-Language Embedding for Visual Question Localized-Answering in Robotic Surgery

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-30T11:39:01.979348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.