Paper Citation Record · LEDGER

MegaSaM: Accurate, Fast, and Robust Structure and Motion from Casual Dynamic Videos

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2412.04463.

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

pith.paper-citation-record.v1
2412.04463 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:20:07.259534Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T13:47:05.812667Z

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 e7a4c153-a992-4c5d-a000-4be09934141e · inbound

Continuous 3D Perception Model with Persistent State cites this paper.

Continuous 3D Perception Model with Persistent State MegaSaM: Accurate, Fast, and Robust Structure and Motion from Casual Dynamic Videos

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-10T17:20:07.259534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2722be67-35bc-4efb-bb44-a029060e0e73 · inbound

Beyond the Frame: Generating 360 Panoramic Videos from Perspective Videos cites this paper.

Beyond the Frame: Generating 360 Panoramic Videos from Perspective Videos MegaSaM: Accurate, Fast, and Robust Structure and Motion from Casual Dynamic Videos

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-22T19:55:05.046931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 14c45576-ad59-4028-9493-c01e46a67481 · inbound

Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence cites this paper.

Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence MegaSaM: Accurate, Fast, and Robust Structure and Motion from Casual Dynamic Videos

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-16T08:34:36.887261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 075cd30b-da11-488e-adc4-07f2b80770a7 · inbound

Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence cites this paper.

Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence MegaSaM: Accurate, Fast, and Robust Structure and Motion from Casual Dynamic Videos

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-22T01:00:51.337552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8cfd81b2-af94-47ef-b3cc-1fafb5ec44a2 · inbound

DGS-LRM: Real-Time Deformable 3D Gaussian Reconstruction From Monocular Videos cites this paper.

DGS-LRM: Real-Time Deformable 3D Gaussian Reconstruction From Monocular Videos MegaSaM: Accurate, Fast, and Robust Structure and Motion from Casual Dynamic Videos

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T04:42:15.857646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf9cf5b2-ca4d-4cd9-ba6b-a15cdb08248e · inbound

MoGe-2: Accurate Monocular Geometry with Metric Scale and Sharp Details cites this paper.

MoGe-2: Accurate Monocular Geometry with Metric Scale and Sharp Details MegaSaM: Accurate, Fast, and Robust Structure and Motion from Casual Dynamic Videos

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:19:44.200428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ee0ab505-117d-4f3f-b412-020d997975fd · inbound

Reconstructing 4D Spatial Intelligence: A Survey cites this paper.

Reconstructing 4D Spatial Intelligence: A Survey MegaSaM: Accurate, Fast, and Robust Structure and Motion from Casual Dynamic Videos

Reference 169

Resolution: unresolved; no resolver link, observed 2026-08-06T13:02:29.290397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62d15d25-556c-46c1-bd26-2ed733f0da6b · inbound

InstantSfM: Towards GPU-Native SfM for the Deep Learning Era cites this paper.

InstantSfM: Towards GPU-Native SfM for the Deep Learning Era MegaSaM: Accurate, Fast, and Robust Structure and Motion from Casual Dynamic Videos

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T09:49:44.719772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7a6c0fe-07b2-4668-a8bd-3ab9a1dd28f7 · inbound

Large Video Planner Enables Generalizable Robot Control cites this paper.

Large Video Planner Enables Generalizable Robot Control MegaSaM: Accurate, Fast, and Robust Structure and Motion from Casual Dynamic Videos

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-16T21:28:33.877549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 92f69588-31c3-43e1-8b7d-7643a6d24169 · inbound

Quantitative Video World Model Evaluation for Geometric-Consistency cites this paper.

Quantitative Video World Model Evaluation for Geometric-Consistency MegaSaM: Accurate, Fast, and Robust Structure and Motion from Casual Dynamic Videos

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-15T03:14:53.088956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bf613588-743a-4a57-b64a-b83b4b3fa693 · inbound

Learning Efficient 4D Gaussian Representations from Monocular Videos with Flow Splatting cites this paper.

Learning Efficient 4D Gaussian Representations from Monocular Videos with Flow Splatting MegaSaM: Accurate, Fast, and Robust Structure and Motion from Casual Dynamic Videos

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-06-30T07:04:21.706986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8488f84c-da5d-485e-ae7e-fba8f09e4e16 · inbound

LightCrafter: PBR-Conditioned Video Diffusion Refinement for Controllable and Consistent Relighting cites this paper.

LightCrafter: PBR-Conditioned Video Diffusion Refinement for Controllable and Consistent Relighting MegaSaM: Accurate, Fast, and Robust Structure and Motion from Casual Dynamic Videos

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-07-10T13:47:05.813940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2699f28b-91c7-4f1c-bd9b-8ec716fad5a2 · inbound

LightCrafter: PBR-Conditioned Video Diffusion Refinement for Controllable and Consistent Relighting cites this paper.

LightCrafter: PBR-Conditioned Video Diffusion Refinement for Controllable and Consistent Relighting MegaSaM: Accurate, Fast, and Robust Structure and Motion from Casual Dynamic Videos

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T08:02:12.124903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2079b88-4b28-4d8e-bea1-a733b09b2c2c · inbound

NSL-SLAM: High-Fidelity Neural Structured-Light Depth for Practical SLAM and Reconstruction cites this paper.

NSL-SLAM: High-Fidelity Neural Structured-Light Depth for Practical SLAM and Reconstruction MegaSaM: Accurate, Fast, and Robust Structure and Motion from Casual Dynamic Videos

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-31T13:17:58.446114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92908842-d826-41de-bd15-bf46b2f7bddc · inbound

Quo Vadis, World Modeling? cites this paper.

Quo Vadis, World Modeling? MegaSaM: Accurate, Fast, and Robust Structure and Motion from Casual Dynamic Videos

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-07T00:14:03.547097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.