Paper Citation Record · LEDGER

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting

As of 7 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2605.16022.

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

pith.paper-citation-record.v1
2605.16022 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-20T19:53:08.472172Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-30T15:42:49.075018Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

32 of 32 outbound references displayed

verified exact1
verified fuzzy24
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e2a76553-dc5c-470c-8376-14281d2ed4d9 · outbound

This paper cites GPT-4 Technical Report.

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting GPT-4 Technical Report

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T19:53:42.157105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 769d562d-df96-4354-a5b0-8d4be1343a98 · outbound

This paper cites an unresolved cited work.

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-05-20T19:53:43.228024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 50d7bf1f-579d-44ec-af39-4976a22de503 · outbound

This paper cites Advances in Neural Information Processing Systems37, 75035–75063 (2024).

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting Advances in Neural Information Processing Systems37, 75035–75063 (2024)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:53:43.260099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 86dafe63-104c-4827-ad3e-d0eb6a6c77aa · outbound

This paper cites Frontiers in Oncology15, 1502014 (2025).

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting Frontiers in Oncology15, 1502014 (2025)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:53:43.235999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6d73e7b3-9a9c-4cd3-b2e4-45be5b82b9c5 · outbound

This paper cites In: European conference on computer vision.

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting In: European conference on computer vision

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:53:43.251598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 53a2fd6f-b69c-4c37-8ee2-c46550f132e6 · outbound

This paper cites F., Chen, A.

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting F., Chen, A

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T19:53:42.144647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e7d067cf-3fa2-4cd8-9dff-32644109392c · outbound

This paper cites Advances in applied mechanics 53, 185–398 (2020).

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting Advances in applied mechanics 53, 185–398 (2020)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:53:43.263554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 14f58e42-3ea2-4921-9bd0-6010aa0957a0 · outbound

This paper cites International Journal of Surgery112(1), 1652–1672 (2026).

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting International Journal of Surgery112(1), 1652–1672 (2026)

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:53:43.231988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9ff07fd5-6cf3-457b-bb2d-c8d8f34eacff · outbound

This paper cites In: Proceedings of the IEEE international conference on computer vision.

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting In: Proceedings of the IEEE international conference on computer vision

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:53:43.247693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5ff979a3-9584-47fd-8491-28ad5c59cdb0 · outbound

This paper cites IEEE Transactions on Medical Imaging 45(2), 528–541 (2025).

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting IEEE Transactions on Medical Imaging 45(2), 528–541 (2025)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:53:43.256076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bd154726-3209-4010-8b68-a17556fb25f9 · outbound

This paper cites an unresolved cited work.

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-20T19:53:43.243471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 258ce527-3ef1-4771-8608-2b11e7e55b1e · outbound

This paper cites Advances in Neural Information Processing Systems30(2017).

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting Advances in Neural Information Processing Systems30(2017)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:53:43.239952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c59a130e-6b5f-490e-b0a3-487b4fa4ea73 · outbound

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

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting CholecSeg8k: A Semantic Segmentation Dataset for Laparoscopic Cholecystectomy Based on Cholec80

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T19:53:42.151913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 84d06eb9-c375-4574-91a4-e44588ce7848 · outbound

This paper cites ACM Transactions on Graphics (TOC)37(4), 1–14 (2018).

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting ACM Transactions on Graphics (TOC)37(4), 1–14 (2018)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:53:43.177973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 328e5ca7-c204-46fd-8e67-44ef2c60a900 · outbound

This paper cites In: Medical Image Computing and Computer Assisted Inter- vention (MICCAI).

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting In: Medical Image Computing and Computer Assisted Inter- vention (MICCAI)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:53:43.217555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d11635dd-27e9-4d7a-b9fd-3fa34fefc46c · outbound

This paper cites In: Medical Image Computing and Computer-Assisted Intervention (MICCAI).

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting In: Medical Image Computing and Computer-Assisted Intervention (MICCAI)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:53:43.182501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ad064ea1-f580-4f64-b2ca-7c83c7053bda · outbound

This paper cites ACM Trans.

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting ACM Trans

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:53:43.209248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b7cc769a-f1d3-41bd-8842-6394c5072d49 · outbound

This paper cites Physics3D: Learning Physical Properties of 3D Gaussians via Video Diffusion.

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting Physics3D: Learning Physical Properties of 3D Gaussians via Video Diffusion

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T19:53:42.135924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 21f8ae61-2403-4e9d-80a4-3fcd01c147c3 · outbound

This paper cites Surgical SAM 2: Real-time Segment Anything in Surgical Video by Efficient Frame Pruning.

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting Surgical SAM 2: Real-time Segment Anything in Surgical Video by Efficient Frame Pruning

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-20T19:53:42.128425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d6e32d20-03e4-4556-b9b7-ebd36e49a663 · outbound

This paper cites In: European Conference on Computer Vision (ECCV).

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting In: European Conference on Computer Vision (ECCV)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:53:43.174149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6579f15c-2018-4dfc-a3b6-faaf6413cbf6 · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Con- ference (CVPR).

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting In: Proceedings of the Computer Vision and Pattern Recognition Con- ference (CVPR)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:53:43.189708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cdea2cc3-b497-490b-ad4a-a7d0eb7815f2 · outbound

This paper cites In: NVIDIA GPU Technology Conference (GTC).

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting In: NVIDIA GPU Technology Conference (GTC)

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:53:43.193678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 363b7b13-c05d-414e-8d46-63a210a0c31d · outbound

This paper cites Commu- nications of the ACM65(1), 99–106 (2021).

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting Commu- nications of the ACM65(1), 99–106 (2021)

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:53:43.220754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5afeb9db-fb7b-4e5e-9f80-9b0d3d8bd4b0 · outbound

This paper cites Journal of Robotic Surgery20(1), 186 (2026).

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting Journal of Robotic Surgery20(1), 186 (2026)

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:53:43.186125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation db3ae20b-6e73-48a9-a373-ecdc91ae3d4a · outbound

This paper cites ACM Transactions on Graphics (TOG)32(4), 1–10 (2013).

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting ACM Transactions on Graphics (TOG)32(4), 1–10 (2013)

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:53:43.197720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0d7030f5-1777-4680-9f3b-577a86ead36c · outbound

This paper cites In: European conference on computer vision.

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting In: European conference on computer vision

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:53:43.201915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8b866f18-b67d-4def-b7f3-1abed669fb21 · outbound

This paper cites $\pi^3$: Permutation-Equivariant Visual Geometry Learning.

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting $\pi^3$: Permutation-Equivariant Visual Geometry Learning

Reference 27

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T19:53:42.118299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bdf4a195-9690-47a5-8864-eb14bc1ea9e1 · outbound

This paper cites In: Medical Image Computing and Computer-Assisted Intervention (MICCAI).

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting In: Medical Image Computing and Computer-Assisted Intervention (MICCAI)

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:53:43.205423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4d899c3f-3f79-4f65-9b43-3b8847f85f79 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:53:43.213080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8337ebec-1749-4e23-b972-4006840d69e9 · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition (CVPR).

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting In: Proceedings of the Computer Vision and Pattern Recognition (CVPR)

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:53:43.169980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 70d13b86-77d9-4f09-8b17-a4fc3798dc40 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:53:43.224456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 775afd68-777e-444f-8952-401a3a76354f · outbound

This paper cites In: International conference on medical image computing and computer-assisted intervention.

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting In: International conference on medical image computing and computer-assisted intervention

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:53:43.165539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation 813ddab6-f7a6-41d4-bb0d-7559f28752f8 · inbound

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation cites this paper.

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.075018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.