Paper Citation Record · LEDGER

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection

As of 19 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 3 inbound Pith citation observations for arXiv:2505.00739.

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

pith.paper-citation-record.v1
2505.00739 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:13:51.136860Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:22:03.615112Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T14:21:01.655687Z

Reference resolution

40 of 40 outbound references displayed

verified exact0
verified fuzzy20
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a0566a60-b44f-4ef9-8be4-2f52e7ec4c8d · outbound

This paper cites an unresolved cited work.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:13:51.774041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 94c375c2-738c-49be-a239-d799d1e2cde9 · outbound

This paper cites One- shot video object segmentation.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection One- shot video object segmentation

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:13:51.758058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 669ae80d-5c06-482f-816d-c0f70da4d8ce · outbound

This paper cites an unresolved cited work.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:13:51.741261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 76c1084d-e55d-4247-b070-ce2735a2db0c · outbound

This paper cites Xmem: Long- term video object segmentation with an atkinson-shiffrin memory model.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Xmem: Long- term video object segmentation with an atkinson-shiffrin memory model

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:50.951310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4c4b8ef-d4c5-4e1c-869e-7bc422b6e8c7 · outbound

This paper cites Tracking anything with de- coupled video segmentation.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Tracking anything with de- coupled video segmentation

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:13:51.713409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 736bd786-ef14-4932-b15a-8dbd7ceee0f0 · outbound

This paper cites Putting the object back into video object segmentation.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Putting the object back into video object segmentation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:13:51.696042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation da955320-8e8d-412e-88aa-bdc69a0a16d6 · outbound

This paper cites Cheng, Y .H.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Cheng, Y .H

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:13:51.678898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a754a302-7945-43ae-94f0-414d7fff28a5 · outbound

This paper cites an unresolved cited work.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:13:51.663126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9e44727a-2e90-4de1-87fa-5c155b1d649b · outbound

This paper cites Unified embedding alignment for open-vocabulary video instance segmentation.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Unified embedding alignment for open-vocabulary video instance segmentation

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:13:51.648021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e3244218-83d7-4483-adec-c5a2246dae6f · outbound

This paper cites Segment and recognize anything at any granularity.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Segment and recognize anything at any granularity

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:13:51.631805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 370b61f0-83b4-49fa-8508-d65411b76abd · outbound

This paper cites Learning what to learn for video object segmen- tation.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Learning what to learn for video object segmen- tation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:13:51.615169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 127aa3fe-16de-4da2-a912-d8a675ba9f2b · outbound

This paper cites Rethink- ing space-time networks with improved memory coverage for efficient video object segmentation.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Rethink- ing space-time networks with improved memory coverage for efficient video object segmentation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:50.996838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd893efd-5787-4d11-8981-4d1cce13aa1b · outbound

This paper cites Maskrnn: Instance level video object segmentation.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Maskrnn: Instance level video object segmentation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:13:51.587151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c9a8fb35-56f2-41b9-a271-c95cd70849df · outbound

This paper cites Videomatch: Matching based video object segmentation.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Videomatch: Matching based video object segmentation

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:13:51.570798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4fde718d-6a45-4af3-bde4-54c73b99827b · outbound

This paper cites Berg, Wan-Yen Lo, Piotr Dollár, and Ross Girshick.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Berg, Wan-Yen Lo, Piotr Dollár, and Ross Girshick

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:51.010888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8946d12e-64da-43a6-9f3b-f2b6deee44c9 · outbound

This paper cites an unresolved cited work.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:13:51.543149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b443c40b-f478-4106-abe5-6a7d434f56a6 · outbound

This paper cites Luiten, P.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Luiten, P

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:13:51.526107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation af46c21a-fc41-4ca2-8fd7-abbfda157660 · outbound

This paper cites Segment anything in medical images.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Segment anything in medical images

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:51.024899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8deb9b51-b0cb-4e59-9b2f-6f5f118f9a51 · outbound

This paper cites an unresolved cited work.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:13:51.499018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ceeb7f51-97ab-4631-ab5b-e7f6481e21c7 · outbound

This paper cites Recurrent dynamic embedding for video object segmentation.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Recurrent dynamic embedding for video object segmentation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:51.035094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1ddfeb6-0378-4412-9cbc-d8d3e60859a1 · outbound

This paper cites Video object segmentation using space-time memory networks.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Video object segmentation using space-time memory networks

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:13:51.473173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 26a3ad00-ce78-42a4-bbc6-0e8ba7357eb8 · outbound

This paper cites Learning dynamic convolutions for multi-modal 3d mri brain tumor segmentation.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Learning dynamic convolutions for multi-modal 3d mri brain tumor segmentation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:51.044772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0357e09a-b781-4965-b3ab-d61477474069 · outbound

This paper cites Learn- ing transferable visual models from natural language super- vision.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Learn- ing transferable visual models from natural language super- vision

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:51.049238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00a93042-62b3-42ad-bcef-7c309346feba · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection SAM 2: Segment Anything in Images and Videos

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:51.054226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1dc10a9-1fd7-4289-8998-d9e465cd8c5a · outbound

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

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:51.059688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f83b8d2-60ef-48e3-b589-239641684f7f · outbound

This paper cites Video segmentation via object flow.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Video segmentation via object flow

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:13:51.435419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2254e756-972c-4935-8709-44e53ee6edad · outbound

This paper cites V oigtlaender and B.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection V oigtlaender and B

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:13:51.417293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fdcc6d4e-d64b-4778-ba3b-6ebb9394951f · outbound

This paper cites an unresolved cited work.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:13:51.399221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c11f1901-5d94-4113-8eca-9cc5471fe4c3 · outbound

This paper cites Scalable video object segmentation with simplified frame- work.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Scalable video object segmentation with simplified frame- work

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:13:51.383292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 20ecbb9a-e39f-4e4c-9c72-6d9505f7d513 · outbound

This paper cites Monet: Deep motion exploitation for video ob- ject segmentation.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Monet: Deep motion exploitation for video ob- ject segmentation

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:13:51.366993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 01e9869a-ad48-41e8-9042-2eb14e901047 · outbound

This paper cites EmbodiedSAM: Online Segment Any 3D Thing in Real Time.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection EmbodiedSAM: Online Segment Any 3D Thing in Real Time

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:51.090008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac0af39a-d9cc-4d3c-8870-f6f9d1619d28 · outbound

This paper cites Seg- ment everything everywhere all at once.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Seg- ment everything everywhere all at once

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:13:51.348819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6137b6d7-9c64-4125-84d9-9d633bdd89f4 · outbound

This paper cites SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:51.099773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7975277a-5638-405c-9a7b-fd32a68486da · outbound

This paper cites Video instance seg- mentation.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Video instance seg- mentation

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:13:51.331797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e6e3a6e6-9f51-431e-bda4-baabb978e377 · outbound

This paper cites Decoupling features in hi- erarchical propagation for video object segmentation.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Decoupling features in hi- erarchical propagation for video object segmentation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:51.110091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a76b18c8-6826-483b-b95c-ae8e6ca2b698 · outbound

This paper cites Decoupling features in hierar- chical propagation for video object segmentation.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Decoupling features in hierar- chical propagation for video object segmentation

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:13:51.304423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fb3fe1c4-79f4-4119-8e6d-47c746defdac · outbound

This paper cites Associating ob- jects with transformers for video object segmentation.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Associating ob- jects with transformers for video object segmentation

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:13:51.287303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 202ad5a7-4b88-412e-a612-8864530263d0 · outbound

This paper cites Gaussian grouping: Segment and edit anything in 3d scenes.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Gaussian grouping: Segment and edit anything in 3d scenes

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:51.125269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 310e0a0f-be3d-4310-be12-3f7d32ffa4a6 · outbound

This paper cites Faster Segment Anything: Towards Lightweight SAM for Mobile Applications.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Faster Segment Anything: Towards Lightweight SAM for Mobile Applications

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:51.130798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6db2410f-ca3c-451b-9087-ea738aff6fb1 · outbound

This paper cites Collaborative video object segmentation by foreground background inte- gration.

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Collaborative video object segmentation by foreground background inte- gration

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:13:51.259259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 1a02e3be-8380-4c7b-88da-7b44d4598de1 · inbound

SAM2RL: Towards Reinforcement Learning Memory Control in Segment Anything Model 2 cites this paper.

SAM2RL: Towards Reinforcement Learning Memory Control in Segment Anything Model 2 MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T18:22:03.615112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 279d3da2-644f-4c3a-8a5b-9a44938be375 · inbound

SAMITE: Position Prompted SAM2 with Calibrated Memory for Visual Object Tracking cites this paper.

SAMITE: Position Prompted SAM2 with Calibrated Memory for Visual Object Tracking MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T12:33:52.643973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11887d8e-8015-4f87-a271-b6ffdeafe9a4 · inbound

3AM: 3egment Anything with Geometric Consistency in Videos cites this paper.

3AM: 3egment Anything with Geometric Consistency in Videos MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection

Reference 101

Resolution: verified exact; arxiv_id, observed 2026-05-16T14:21:01.657454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.