Paper Citation Record · LEDGER

Latent Action Learning Requires Supervision in the Presence of Distractors

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2502.00379.

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

pith.paper-citation-record.v1
2502.00379 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 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 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T22:41:10.188157Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T06:29:37.304505Z

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 301818b8-9f18-4cf1-94c7-d2a9f2366766 · inbound

villa-X: Enhancing Latent Action Modeling in Vision-Language-Action Models cites this paper.

villa-X: Enhancing Latent Action Modeling in Vision-Language-Action Models Latent Action Learning Requires Supervision in the Presence of Distractors

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:52:03.125800Z

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 ad354d01-a37a-411f-95fc-047e17c463e2 · inbound

Motus: A Unified Latent Action World Model cites this paper.

Motus: A Unified Latent Action World Model Latent Action Learning Requires Supervision in the Presence of Distractors

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-12T18:44:36.795667Z

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 085efc38-a393-4620-92df-15e089046415 · inbound

Factored Latent Action World Models cites this paper.

Factored Latent Action World Models Latent Action Learning Requires Supervision in the Presence of Distractors

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T22:41:10.188157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52e8f481-8acf-4981-a12e-a88485009d5e · inbound

From Pixels to Tokens: A Systematic Study of Latent Action Supervision for Vision-Language-Action Models cites this paper.

From Pixels to Tokens: A Systematic Study of Latent Action Supervision for Vision-Language-Action Models Latent Action Learning Requires Supervision in the Presence of Distractors

Reference 28

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T17:16:09.822818Z

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 7d3440b3-788d-4625-95fd-3e6d9cb29b27 · inbound

CLAW: Learning Continuous Latent Action World Models via Adversarial Latent Regularization cites this paper.

CLAW: Learning Continuous Latent Action World Models via Adversarial Latent Regularization Latent Action Learning Requires Supervision in the Presence of Distractors

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-02T03:36:29.593558Z

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 8e458f73-de16-4a2f-a076-142770202e66 · inbound

LARA: Latent Action Representation Alignment for Vision-Language-Action Models cites this paper.

LARA: Latent Action Representation Alignment for Vision-Language-Action Models Latent Action Learning Requires Supervision in the Presence of Distractors

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T16:47:09.551839Z

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 3645caf0-e88c-4cfd-ac50-1b2530f0c3a3 · inbound

LARA: Latent Action Representation Alignment for Vision-Language-Action Models cites this paper.

LARA: Latent Action Representation Alignment for Vision-Language-Action Models Latent Action Learning Requires Supervision in the Presence of Distractors

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T08:35:34.470694Z

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 74690e68-9251-4c81-9edc-1652f415ed36 · inbound

PoLAR: Factorizing Extent and Mode in Latent Actions for Robot Policy Learning cites this paper.

PoLAR: Factorizing Extent and Mode in Latent Actions for Robot Policy Learning Latent Action Learning Requires Supervision in the Presence of Distractors

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:29:37.306210Z

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 eac3cf50-2da4-4748-900e-3da0791c31c5 · inbound

Open-AoE: An Open Egocentric Manipulation Dataset and Toolchain for Embodied Learning cites this paper.

Open-AoE: An Open Egocentric Manipulation Dataset and Toolchain for Embodied Learning Latent Action Learning Requires Supervision in the Presence of Distractors

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T03:25:28.125862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15d0a409-e572-43cb-b595-e8bad66dc626 · inbound

LAVIFT: Latent-Action-Guided Vision Fine-Tuning for Surgical Interaction Recognition cites this paper.

LAVIFT: Latent-Action-Guided Vision Fine-Tuning for Surgical Interaction Recognition Latent Action Learning Requires Supervision in the Presence of Distractors

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-01T11:31:03.497846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.