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Paper Citation Record · LEDGER

ActionFlow: Equivariant, Accurate, and Efficient Policies with Spatially Symmetric Flow Matching

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 14 inbound Pith citation observations for arXiv:2409.04576.

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

pith.paper-citation-record.v1
2409.04576 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 14 of 14 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:56:51.379247Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T09:19:42.974785Z

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 e4c75e3d-4ef2-4aad-aad0-2146a1a63923 · inbound

On the Importance of Tactile Sensing for Imitation Learning: A Case Study on Robotic Match Lighting cites this paper.

On the Importance of Tactile Sensing for Imitation Learning: A Case Study on Robotic Match Lighting ActionFlow: Equivariant, Accurate, and Efficient Policies with Spatially Symmetric Flow Matching

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-22T19:16:58.617639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-22T19:16:17.765462Z digest=sha256:c133a6013841511d954da68c4c3558d540dfca28749d6bc19832f1cfb50500f5

Observation bb784b37-4f24-4554-9a39-db121443c6ca · inbound

Time-Unified Diffusion Policy with Action Discrimination for Robotic Manipulation cites this paper.

Time-Unified Diffusion Policy with Action Discrimination for Robotic Manipulation ActionFlow: Equivariant, Accurate, and Efficient Policies with Spatially Symmetric Flow Matching

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T04:56:51.379247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:56:51.379247Z digest=sha256:1b2c3c7f0208e6db33531ff4e913315db83f35815032b089916d79f3c0a61da6

Observation 5f01a701-2a05-44f8-9d9a-2f3b8c4a98e5 · inbound

FlowRAM: Grounding Flow Matching Policy with Region-Aware Mamba Framework for Robotic Manipulation cites this paper.

FlowRAM: Grounding Flow Matching Policy with Region-Aware Mamba Framework for Robotic Manipulation ActionFlow: Equivariant, Accurate, and Efficient Policies with Spatially Symmetric Flow Matching

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T23:51:03.561596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:51:03.561596Z digest=sha256:75a005ee0493ade9c887274189cd424707d329fa1e373c88d0ddf6277f6afb59

Observation 2c0f40c6-0787-441d-9dc0-cd3a52eda429 · inbound

FLOWER: Democratizing Generalist Robot Policies with Efficient Vision-Language-Action Flow Policies cites this paper.

FLOWER: Democratizing Generalist Robot Policies with Efficient Vision-Language-Action Flow Policies ActionFlow: Equivariant, Accurate, and Efficient Policies with Spatially Symmetric Flow Matching

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-05T05:48:48.172520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:48:48.172520Z digest=sha256:eb69dbc9cb5b83f181a1f5c969ea5ebecf6a78181a3a106bab32d6b700153077

Observation c7c0e851-7e6f-4180-bc7e-1d6e07dc3c17 · inbound

EquiBim: Learning Symmetry-Equivariant Policy for Bimanual Manipulation cites this paper.

EquiBim: Learning Symmetry-Equivariant Policy for Bimanual Manipulation ActionFlow: Equivariant, Accurate, and Efficient Policies with Spatially Symmetric Flow Matching

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-02T18:34:51.348050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:34:51.348050Z digest=sha256:395725a51fda4202b9bb14065c86b7bb88d0bd07dec8921d1065cb96759f7d9a

Observation 1c267432-395e-41a7-b3f5-491c644fd942 · inbound

Morphologically Equivariant Flow Matching for Bimanual Mobile Manipulation cites this paper.

Morphologically Equivariant Flow Matching for Bimanual Mobile Manipulation ActionFlow: Equivariant, Accurate, and Efficient Policies with Spatially Symmetric Flow Matching

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-13T04:37:15.854813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-13T04:32:36.110870Z digest=sha256:f960a281f79ae5ecc9b6f955cf4415a49be03190a53beeeed146b852fec4100a

Observation 22ea8f81-3131-4330-bba2-e5ee2afac093 · inbound

General Covariant Action Modeling: Constructing Generalized Manifolds via Spatio-Temporal Decoupling cites this paper.

General Covariant Action Modeling: Constructing Generalized Manifolds via Spatio-Temporal Decoupling ActionFlow: Equivariant, Accurate, and Efficient Policies with Spatially Symmetric Flow Matching

Reference 72

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T13:33:27.838222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-06-29T13:33:03.368006Z digest=sha256:a8c160dc683f817b48846567ab2a4216a92ecaa0fa3472f7064b67691f3dceed

Observation 853ff263-9b02-47e0-9696-c7b678e1edfa · inbound

Implicit Drifting Policy: One-Step Action Generation via Conditional Expert Geometry cites this paper.

Implicit Drifting Policy: One-Step Action Generation via Conditional Expert Geometry ActionFlow: Equivariant, Accurate, and Efficient Policies with Spatially Symmetric Flow Matching

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-06-28T17:22:24.766646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-28T17:18:44.922963Z digest=sha256:3053f937bd1876c85a20d6142fbd12e8165fc577b432448d5d494419035cd1d9

Observation 7b7d96c8-264f-4dca-b2b9-8ec6a3508fef · inbound

The Token Is a Group Element: On Lie-Algebra Attention over Matrix Lie Groups cites this paper.

The Token Is a Group Element: On Lie-Algebra Attention over Matrix Lie Groups ActionFlow: Equivariant, Accurate, and Efficient Policies with Spatially Symmetric Flow Matching

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-07-04T03:49:31.314768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-26T17:31:07.841585Z digest=sha256:e94ba021520cc95f91bb5ac07cdfd46157cd42ef0c2c82161cba9fc542110f60

Observation eeb464ed-b044-4b4f-aaed-f6b84bd57d1d · inbound

Scalable Multi-Task Data Generation via Reinforcement Learning for Language-Conditioned Bimanual Dexterous Manipulation cites this paper.

Scalable Multi-Task Data Generation via Reinforcement Learning for Language-Conditioned Bimanual Dexterous Manipulation ActionFlow: Equivariant, Accurate, and Efficient Policies with Spatially Symmetric Flow Matching

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-07-04T09:19:42.976366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-26T10:18:01.230648Z digest=sha256:eaed258b88fedcd7f42beeee51e993d769e8e13a4f4c00332e9c582b4b1c8a14

Observation 866852cc-4927-4cf6-b1f4-520c1ea2f49f · inbound

Scalable Multi-Task Data Generation via Reinforcement Learning for Language-Conditioned Bimanual Dexterous Manipulation cites this paper.

Scalable Multi-Task Data Generation via Reinforcement Learning for Language-Conditioned Bimanual Dexterous Manipulation ActionFlow: Equivariant, Accurate, and Efficient Policies with Spatially Symmetric Flow Matching

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-06-30T10:54:36.908949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-30T10:46:26.385071Z digest=sha256:5b1e4979b59c33f32c546dde03f85f6c58bed853d6968af181e8a5ec25a8dfca

Observation da6f3ba0-1c16-49b7-8ae0-cfe70d657e12 · inbound

Chronos: A Physics-Informed Full-History Framework for Non-Markovian Long-Horizon Manipulation cites this paper.

Chronos: A Physics-Informed Full-History Framework for Non-Markovian Long-Horizon Manipulation ActionFlow: Equivariant, Accurate, and Efficient Policies with Spatially Symmetric Flow Matching

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-06-30T15:04:46.735581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-30T05:12:47.183078Z digest=sha256:3cff0caf56c47c83c93948e6f0cca3c50cc0ddaf2db4ac8edcffb4ba9301b00d

Observation faef6f16-fff1-4859-a78f-ed878372f954 · inbound

BridgeFlow: Fast and Robust SE(2)-Equivariant Motion Planning with Flow Matching cites this paper.

BridgeFlow: Fast and Robust SE(2)-Equivariant Motion Planning with Flow Matching ActionFlow: Equivariant, Accurate, and Efficient Policies with Spatially Symmetric Flow Matching

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-02T01:19:54.383763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T01:19:54.383763Z digest=sha256:51790a9c3b4570cc7fa04b464f1b9e7d7514664c7816d500567d007a6b5d165e

Observation 6956d4eb-6ea2-41bf-9144-a8a16192a1b4 · inbound

Temporal Policy: History-Initialized Action Generation for Robotic Learning from Demonstration cites this paper.

Temporal Policy: History-Initialized Action Generation for Robotic Learning from Demonstration ActionFlow: Equivariant, Accurate, and Efficient Policies with Spatially Symmetric Flow Matching

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-03T06:17:35.628915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T06:17:35.628915Z digest=sha256:cc2e531ba6c86a52358241aca5757678a0c7adef59cf66b32cfc4cbbc4870d66