Paper Citation Record · LEDGER

Surgical SAM 2: Real-time Segment Anything in Surgical Video by Efficient Frame Pruning

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2408.07931.

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

pith.paper-citation-record.v1
2408.07931 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T03:40:26.565029Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T13:39:50.407907Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9dace3aa-b40e-4400-b2e3-c49b25429d65 · inbound

PanoSAM2: Lightweight Distortion- and Memory-aware Adaptions of SAM2 for 360 Video Object Segmentation cites this paper.

PanoSAM2: Lightweight Distortion- and Memory-aware Adaptions of SAM2 for 360 Video Object Segmentation Surgical SAM 2: Real-time Segment Anything in Surgical Video by Efficient Frame Pruning

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:30:55.274014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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

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

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 2026-08-05T06:32:48.257954+00:00.

Observation d70917f2-f263-4058-b461-a5e41341f87a · inbound

Training LLMs with Reinforcement Learning over Digital Twin Representations for Reasoning-Intensive Surgical VideoQA cites this paper.

Training LLMs with Reinforcement Learning over Digital Twin Representations for Reasoning-Intensive Surgical VideoQA Surgical SAM 2: Real-time Segment Anything in Surgical Video by Efficient Frame Pruning

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-03T17:48:46.286113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ee8169a5-7a5e-4943-9c1e-a9e8abff41d7 · inbound

Temporally Consistent Label Interpolation for Robust Surgical Multi-Task Learning under Challenging Conditions cites this paper.

Temporally Consistent Label Interpolation for Robust Surgical Multi-Task Learning under Challenging Conditions Surgical SAM 2: Real-time Segment Anything in Surgical Video by Efficient Frame Pruning

Reference 34

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T13:39:50.409522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.