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Paper Citation Record · LEDGER

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training

As of 8 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 15 inbound Pith citation observations for arXiv:2509.01819.

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

pith.paper-citation-record.v1
2509.01819 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:15:01.460403Z

measured 58 of 58 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 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T00:49:35.007668Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T09:19:43.498611Z

Reference resolution

43 of 43 outbound references displayed

  • verified exact1
  • verified fuzzy11
  • unresolved30
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c01e1d04-4457-4361-aebd-e8d8186b2f7c · outbound

This paper cites an unresolved cited work.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-05T12:15:00.768683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:15:00.768683Z digest=sha256:be1cdb7d85bcfc95b8c7aa290d9caa382566899a2e5097c6b12686e2639d7375

Observation a8e870d6-aa6f-41b2-b6da-6126b9b7ff81 · outbound

This paper cites Lipman, R.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Lipman, R

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:15:02.636178Z

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=2026-08-05T12:15:00.875079Z digest=sha256:90404423f97f899637820fafdf031c38b14e718cf9d5c35f84eadce8cf38e0c3

Observation d8b4ab61-2d1c-4c34-af1b-1038a8bed71d · outbound

This paper cites Chisari, N.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Chisari, N

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:15:02.616471Z

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=2026-08-05T12:15:00.947233Z digest=sha256:25f203d58992692dfc392c3ee6ca0fa31729899ef44090d37281adf6efa91525

Observation a715d92b-7839-4041-91cc-0181cfa0e0b7 · outbound

This paper cites Braun, N.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Braun, N

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:15:02.596686Z

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=2026-08-05T12:15:01.143102Z digest=sha256:68c9be4ba85707fd737621092761e6ec51590e23abb864e7bff3197caf0314c3

Observation ab11c2bd-d4b9-43e3-b840-90b12e870a9f · outbound

This paper cites Zhang and M.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Zhang and M

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-05T12:15:01.179490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:15:01.179490Z digest=sha256:291a96e7bd4d4a1ee17f3a29e2733c8cffe1dfbc70294b66dd9eddf99bf8ea1b

Observation 8d138f16-49af-491f-b2ec-eb04483c832d · outbound

This paper cites Prasad, K.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Prasad, K

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:15:02.573609Z

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=2026-08-05T12:15:01.187069Z digest=sha256:67c3a7c4a1316bddf065315b95bfb573f4b4b13cb67a4d623211502ff2b3f420

Observation 6c5b2adb-32d3-4c5e-b4dd-0b32f9d86098 · outbound

This paper cites an unresolved cited work.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:15:02.549013Z

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=2026-08-05T12:15:01.193916Z digest=sha256:4c551e5503318220cc8176fdbce89880d25b2d0b977913db8029889181b6da3e

Observation d4672328-e0f8-44c8-b808-609215216bcb · outbound

This paper cites Reuss, ¨O.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Reuss, ¨O

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:15:02.531337Z

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=2026-08-05T12:15:01.201605Z digest=sha256:88220ebbd77d37b22c727c88f8adf9c456a7f25e10172f6770d445f159459deb

Observation 6035fdcf-2db6-4f53-91d5-8d7b72f11192 · outbound

This paper cites an unresolved cited work.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:15:02.511769Z

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=2026-08-05T12:15:01.207920Z digest=sha256:c963d43d4502a446d078e1cf29405b0b55aea738a564b8a4fd9246f10fa555b7

Observation 55c175bb-f990-4c68-9743-21690f3aa774 · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-05T12:15:01.217690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:15:01.217690Z digest=sha256:7a0c086a090c5f674774802e82f2821cedbb29610fd3d9ef94b8e9d988d860ab

Observation 6653fbe2-e13f-44ff-8acf-48b3ca3b602f · outbound

This paper cites Consistency Models.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Consistency Models

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-05T12:15:01.226126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:15:01.226126Z digest=sha256:70481807c5ec6d213419051b7f10f6d287de00140e97b234e10a371b036f3ed7

Observation 9a2fc8c8-a3b1-4c0c-a9a0-9dc269558f5a · outbound

This paper cites Frans, D.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Frans, D

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:15:02.493210Z

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=2026-08-05T12:15:01.232128Z digest=sha256:1a8b333074c46a72b615a36cb3513d535452fe8fcbf905f4c9575ee4ed5c56cc

Observation 1741ddad-8d70-4b43-af03-f541535d19c9 · outbound

This paper cites Atchison and S.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Atchison and S

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:15:02.472861Z

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=2026-08-05T12:15:01.237205Z digest=sha256:b878ec9e14fdb2c40ba82b9182133841afa3072c6212c32e6a98677395191640

Observation 0b8b63b8-ee08-4afe-8f96-0ff93f595338 · outbound

This paper cites Esser, S.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Esser, S

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-05T12:15:01.248539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:15:01.248539Z digest=sha256:46977423a7113ca9b141d18b609eba4a8bffb0759131e297547f910a31788e4b

Observation 24f1d8dc-a8d3-4c8a-ad21-91f30795239c · outbound

This paper cites an unresolved cited work.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:15:02.431564Z

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=2026-08-05T12:15:01.254179Z digest=sha256:931b04673e4138d493b1e7d169123a7545233eab9f596970f90fa756917308c7

Observation d7462c27-1579-4723-8cbf-57fbdbba4f08 · outbound

This paper cites $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-05T12:15:01.261741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:15:01.261741Z digest=sha256:5f95e109fdaa4b06784e96e8a3f6fde32dc787d86f216764950d90e7f0caf501

Observation 307dfca8-d7e4-462d-b369-21ac9daaf2f5 · outbound

This paper cites an unresolved cited work.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:15:02.411028Z

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=2026-08-05T12:15:01.268541Z digest=sha256:b0880f560d2c234357ee7f1748c25b0f091b91c27d2267284fb3dedecc5f9d6f

Observation 1b8e8b64-1466-4ac5-b020-e5ddefe04a10 · outbound

This paper cites an unresolved cited work.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:15:02.391620Z

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=2026-08-05T12:15:01.278222Z digest=sha256:1db44415efddbf566d5f7e2cb9ee78f53a409d7718183fa0a47af77a253b7c09

Observation ec078428-ec0f-44fd-95b2-1f42fc457c2d · outbound

This paper cites RoboTwin: Dual-Arm Robot Benchmark with Generative Digital Twins (early version).

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training RoboTwin: Dual-Arm Robot Benchmark with Generative Digital Twins (early version)

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-05T12:15:01.285324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:15:01.285324Z digest=sha256:c7d7bdb45929461c37fbe8ee6110df788715729148fdfe65d21ac5bbef989b36

Observation 24d13ee1-caf3-4f21-86d6-9229e9c9215f · outbound

This paper cites an unresolved cited work.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-05T12:15:01.292233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:15:01.292233Z digest=sha256:7665ef85d55bbe284e47d6edd0c6cc02a00a1e57f109329e5f6e337ad88f41d4

Observation f9fd5ee9-b2a7-4240-8cd5-3524475b9824 · outbound

This paper cites RoboTwin 2.0: A Scalable Data Generator and Benchmark with Strong Domain Randomization for Robust Bimanual Robotic Manipulation.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training RoboTwin 2.0: A Scalable Data Generator and Benchmark with Strong Domain Randomization for Robust Bimanual Robotic Manipulation

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-05T12:15:01.299969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:15:01.299969Z digest=sha256:05369bf2b031d35846700d77269728b3134f2e6e7f089d47e11cad6dcd25d319

Observation 1a31c336-64a8-4c7d-b53b-3f2a8912d925 · outbound

This paper cites an unresolved cited work.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-05T12:15:01.306675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:15:01.306675Z digest=sha256:b4c79f08e03d84f29aaa150a6e512929f401eebbe2722f0dc231810b39d02f86

Observation ee3f8d63-45fd-40ec-b108-cc8cb22a26ef · outbound

This paper cites ManiCM: Real-time 3D Diffusion Policy via Consistency Model for Robotic Manipulation.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training ManiCM: Real-time 3D Diffusion Policy via Consistency Model for Robotic Manipulation

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-05T12:15:01.313095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:15:01.313095Z digest=sha256:2edc0fb9cefb6a7048eb67038b6b37503a5f6081029cc653bc7633540525e606

Observation c2869384-8862-4e58-b7b8-780e8bd8d420 · outbound

This paper cites Score and Distribution Matching Policy: Advanced Accelerated Visuomotor Policies via Matched Distillation.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Score and Distribution Matching Policy: Advanced Accelerated Visuomotor Policies via Matched Distillation

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-05T12:15:01.321049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:15:01.321049Z digest=sha256:f6f4129d8cb1ad55a972e67e4556f6f859d5fabb0b8ce203f83ed596b47b10f2

Observation 9a8cc995-9b19-43fb-9fa8-c66e86ed236a · outbound

This paper cites Shridhar, L.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Shridhar, L

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:15:02.333810Z

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=2026-08-05T12:15:01.327907Z digest=sha256:5a92cb1a0e119f226e48d3918effb6f147b6d6ed8ff49849c7fdf142466bd7c3

Observation 92765ccd-8fdf-4870-9794-23e4870b0b4e · outbound

This paper cites Goyal, J.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Goyal, J

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:15:02.312326Z

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=2026-08-05T12:15:01.333613Z digest=sha256:5d3120c6e783799fdd12bf898a6fa2caf2e866261efe67c07e50811554b5c825

Observation 3da516f8-4b57-4483-a400-dd0819804593 · outbound

This paper cites Goyal, V.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Goyal, V

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:15:02.291820Z

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=2026-08-05T12:15:01.339763Z digest=sha256:64dd53a94b9fbe06a9f9ebe393a908588abb581fc678de32c1eda1016e80d303

Observation 357a8d58-4c95-417c-8a97-122ce1ad2f02 · outbound

This paper cites an unresolved cited work.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:15:02.266023Z

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=2026-08-05T12:15:01.346714Z digest=sha256:d4c5cb3a37e53d60ec4796e73fc0d5f633f6308599c1cdce4a0c633e1eea0703

Observation ba1a0216-4c1b-4850-93ef-0409e4318f33 · outbound

This paper cites DNAct: Diffusion Guided Multi-Task 3D Policy Learning.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training DNAct: Diffusion Guided Multi-Task 3D Policy Learning

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-05T12:15:01.352082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:15:01.352082Z digest=sha256:9fdeb29be47f7a54a3ff1b6691de827d001b1b1c8f201d3b3539990a69065271

Observation 458f314a-4cfb-4fa7-8943-0480039e73a5 · outbound

This paper cites Integrating LMM Planners and 3D Skill Policies for Generalizable Manipulation.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Integrating LMM Planners and 3D Skill Policies for Generalizable Manipulation

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-08-05T12:15:01.768456Z

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=2026-08-05T12:15:01.359088Z digest=sha256:df3222d4d2dd0266ba994548fdc60304d5bad67173386eb4ff79c07e7b0e0f15

Observation d0a4a85c-c7c5-4f22-8ae7-244ab33ff4fe · outbound

This paper cites an unresolved cited work.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:15:02.239875Z

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=2026-08-05T12:15:01.366395Z digest=sha256:37af8c4b0b8ae6573e4a8f91f2db59a68a08bb770b1ca301b2aea78dc59f2691

Observation 622ad440-8e54-423f-826c-54296f35c1e7 · outbound

This paper cites Peebles and S.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Peebles and S

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:15:02.217276Z

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=2026-08-05T12:15:01.373371Z digest=sha256:1ce64f7c243c29744f50d17744199a0c62b171ab8e729aff3b18ebf39110b76f

Observation acbb358e-8687-4a4d-adf2-e60bfd6fb463 · outbound

This paper cites The Ingredients for Robotic Diffusion Transformers.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training The Ingredients for Robotic Diffusion Transformers

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-05T12:15:01.378751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:15:01.378751Z digest=sha256:7c3ddd2ef5b6497ad74cb50d3d9894b70e27f29811d29736b103aa2bb486b063

Observation 0d617e98-eafb-48fc-ae6a-4b6bdfe60ae9 · outbound

This paper cites Universal Manipulation Interface: In-The-Wild Robot Teaching Without In-The-Wild Robots.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Universal Manipulation Interface: In-The-Wild Robot Teaching Without In-The-Wild Robots

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-05T12:15:01.386323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:15:01.386323Z digest=sha256:df2825450370652693322af9638a03fa17a700fc9a6b7b4d3403cad5fd4bede3

Observation 57461c5d-d195-49fa-ab8c-e08ae8c45afa · outbound

This paper cites an unresolved cited work.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:15:02.199296Z

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=2026-08-05T12:15:01.398294Z digest=sha256:6dcc97b6f5ce1bb89fe2a11cb824578ba046c6df8f4344bf8c9ade239b984787

Observation a35fd5e0-946d-4e87-b4de-6c7b0aa182af · outbound

This paper cites Uni3D: Exploring Unified 3D Representation at Scale.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Uni3D: Exploring Unified 3D Representation at Scale

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-05T12:15:01.407260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:15:01.407260Z digest=sha256:4c4f8038a67300e44b19539d286bc9f293fd1a5fec0da9c175ba48c00c567bdf

Observation 42d3ef86-96ec-47d8-b676-201f466ea457 · outbound

This paper cites Consistency Flow Matching: Defining Straight Flows with Velocity Consistency.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Consistency Flow Matching: Defining Straight Flows with Velocity Consistency

Reference 38

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:15:01.414822Z digest=sha256:52fca40f287fb3b15341511ff2ab0f7ef854fd03639eed53fa56d31baad4dd9e

Observation d6fd3aa9-f8b6-4f93-bb67-cf434aa0924b · outbound

This paper cites an unresolved cited work.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Unresolved cited work

Reference 39

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raw_fallback, observed 2026-08-05T12:15:02.177987Z

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=2026-08-05T12:15:01.421366Z digest=sha256:ab998c31872d16ed90eab0d66a62509d4e296ec646b31b63ebd9dc019cd35404

Observation 77e40e6f-bbe4-4281-b24c-86264bed0b64 · outbound

This paper cites Vision-Language Foundation Models as Effective Robot Imitators.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Vision-Language Foundation Models as Effective Robot Imitators

Reference 40

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source=pdf_text observed=2026-08-05T12:15:01.429344Z digest=sha256:0c38ea8839cb22aa79c615e35a525b77019656c089f6cb2d0545bf5bdac97f59

Observation a523360b-0438-47fd-a3e1-24461f76aab3 · outbound

This paper cites Zero-Shot Robotic Manipulation with Pretrained Image-Editing Diffusion Models.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Zero-Shot Robotic Manipulation with Pretrained Image-Editing Diffusion Models

Reference 41

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source=pdf_text observed=2026-08-05T12:15:01.435451Z digest=sha256:09323c3ae231fcf7431044810088805abb06b94372f02ca05737dab28866daa1

Observation 314e1aed-d234-47bb-ae39-238be88c5252 · outbound

This paper cites Unleashing Large-Scale Video Generative Pre-training for Visual Robot Manipulation.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Unleashing Large-Scale Video Generative Pre-training for Visual Robot Manipulation

Reference 42

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source=pdf_text observed=2026-08-05T12:15:01.448362Z digest=sha256:d1dbf8ad2a041b0f422cf5cc6f87043fb7459da88b49695385b8225457e6e7a4

Observation 7b5807ec-5e18-4e34-a249-7ca6b9fed9c9 · outbound

This paper cites Bunny-VisionPro: Real-Time Bimanual Dexterous Teleoperation for Imitation Learning.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Bunny-VisionPro: Real-Time Bimanual Dexterous Teleoperation for Imitation Learning

Reference 43

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source=pdf_text observed=2026-08-05T12:15:01.453798Z digest=sha256:5af42528598eddd226fe5e96b360fa8f127daec6219a184b87c9ef607d9304dc

Observation 3b1c88b0-1040-45b7-b41a-d3916b6e86c9 · outbound

This paper cites Cheng, J.

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training Cheng, J

Reference 44

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malformed identifier
raw_fallback, observed 2026-08-05T12:15:02.151488Z

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=2026-08-05T12:15:01.460403Z digest=sha256:33cd8032864f1e55266cb546da9b927786b8935bc534a4bc7d533e2a2a622d38

Pith citing papers

Observation f5cd087f-5b95-4cfe-83d2-7bdca9e1ff92 · inbound

R3D: Revisiting 3D Policy Learning cites this paper.

R3D: Revisiting 3D Policy Learning ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training

Reference 44

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metadata mismatch
arxiv_id, observed 2026-05-10T11:00:04.135253Z

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

source=pdf_text observed=2026-05-10T10:57:54.273960Z digest=sha256:6cc1693266fc55bd62ce7c0e93e667c44d54ddd4c33135ac7ce173c88546be4f

Observation f64e43b9-a9e9-4a82-975a-35313370a4c2 · inbound

ShapeGen: Robotic Data Generation for Category-Level Manipulation cites this paper.

ShapeGen: Robotic Data Generation for Category-Level Manipulation ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training

Reference 38

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verified exact
arxiv_id, observed 2026-05-10T10:19:20.619262Z

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=2026-05-10T10:17:05.939312Z digest=sha256:3d6a8c097a142be4d623d537dd0ce43b3c3ab6573248ae277d5e6e231e967c21

Observation b96b68e3-c18c-4ecc-955c-69f8b61b4d92 · inbound

DSSP: Diffusion State Space Policy with Full-History Encoding cites this paper.

DSSP: Diffusion State Space Policy with Full-History Encoding ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training

Reference 57

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verified exact
arxiv_id, observed 2026-05-22T10:21:24.183158Z

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=2026-05-22T10:17:44.804745Z digest=sha256:ad5680459445224c86dd0f58aa8e13fff83935bcc15f9b8f987a1ff0503e9d7a

Observation 227b3b25-c28f-4a0a-b09b-773e840d6c4e · inbound

Expanding Spatial and Temporal Context for Robotic Imitation Learning With Scene Graphs cites this paper.

Expanding Spatial and Temporal Context for Robotic Imitation Learning With Scene Graphs ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training

Reference 56

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verified exact
arxiv_id, observed 2026-07-01T21:16:13.670260Z

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=2026-06-28T17:24:02.843529Z digest=sha256:2e05da1bbfe2e997897aaef1e8b0bdea6d65e470eb02bfec37543991df161906

Observation f5118e8c-f8ed-4f6d-b522-19231bafdf34 · inbound

Let the Dynamics Flow: Stable Flow Matching Dynamical Systems cites this paper.

Let the Dynamics Flow: Stable Flow Matching Dynamical Systems ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training

Reference 41

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verified exact
arxiv_id, observed 2026-07-02T04:06:34.955612Z

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=2026-06-28T09:29:21.452621Z digest=sha256:74ef610ea31d070270d4fd9cebcb2ac92168fe8d46d9d31cdba50aa488623dcc

Observation 7790bda6-d568-4760-94b9-b7a4253b5cf9 · inbound

Let the Dynamics Flow: Stable Flow Matching Dynamical Systems cites this paper.

Let the Dynamics Flow: Stable Flow Matching Dynamical Systems ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training

Reference 41

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no resolver link, observed 2026-07-12T15:14:50.601545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:14:50.601545Z digest=sha256:dcc8093d8a487b20598b9de2973f5331f185160e27da043c952364e6b0fd793f

Observation d6460d2a-21d7-494b-ae07-60301cf409d7 · inbound

Flow-based Policy Adaptation without Policy Updates cites this paper.

Flow-based Policy Adaptation without Policy Updates ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training

Reference 36

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verified exact
arxiv_id, observed 2026-07-02T13:26:59.158004Z

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=2026-06-28T01:18:08.001674Z digest=sha256:4ab9f16372e9e1c7e37abc8bcd08e3b11c3ddbf1f7edadafdb2253e3898b21a3

Observation 7e867591-3a5e-4a22-9f28-84747daf1638 · inbound

LAFP: Preserving Latent Action Structure in Latent Policy Learning via Flow Matching cites this paper.

LAFP: Preserving Latent Action Structure in Latent Policy Learning via Flow Matching ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training

Reference 27

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verified exact
arxiv_id, observed 2026-07-03T04:27:36.286829Z

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=2026-06-27T13:58:21.461547Z digest=sha256:782f1a45fe63963062cf4d1c38405ba0072446d6b905749d331df70bfdf42c06

Observation 92575ac9-66af-45d0-ab41-27ff8bd2312c · inbound

Action-Effect Memory Pretraining for Robot Manipulation cites this paper.

Action-Effect Memory Pretraining for Robot Manipulation ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training

Reference 19

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verified exact
arxiv_id, observed 2026-07-03T11:48:04.902559Z

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=2026-06-27T09:22:17.435427Z digest=sha256:6c03b0d69b7e717bb14d09a207ae695e4b4a58d678f99d5656ca9271d870731a

Observation d8b01a2b-4cf9-45c6-a742-a6fc49a07c20 · inbound

ARP: Enhancing Quantized Skill Abstractions via Visual Alignment and Iterative Refinement for Robotic Manipulation cites this paper.

ARP: Enhancing Quantized Skill Abstractions via Visual Alignment and Iterative Refinement for Robotic Manipulation ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training

Reference 22

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verified exact
arxiv_id, observed 2026-07-04T09:19:43.500098Z

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=2026-06-26T10:14:42.111428Z digest=sha256:d009ac702033122d94acf8dd284a71ae8aff35f1e386168ead227d4f26122163

Observation 77fff753-d75d-4cfb-a40a-957b68b08225 · inbound

Support-Constrained RL Enables Real-World Policy Improvement without Real-World Experience cites this paper.

Support-Constrained RL Enables Real-World Policy Improvement without Real-World Experience ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training

Reference 6

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verified exact
arxiv_id, observed 2026-07-01T18:25:58.805337Z

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=2026-06-29T01:57:04.293058Z digest=sha256:2adaf36a46e9c4325998162f119fd9f9da5e49ecd7b4031af36f87c1f1d332a8

Observation 2208555b-e6b6-44b9-83fb-bb33527086e7 · inbound

High-Fidelity One-Step Generative Visuomotor Policy via Recursive Correction, Frequency Consistency, and Contrastive Flow Matching cites this paper.

High-Fidelity One-Step Generative Visuomotor Policy via Recursive Correction, Frequency Consistency, and Contrastive Flow Matching ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training

Reference 21

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no resolver link, observed 2026-07-11T23:25:15.657215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T23:25:15.657215Z digest=sha256:e3cf74513cfa10b2f8b42edce1e8a46752468aeb96e1abb008872e1c47331c90

Observation 740f1610-ad99-4c4b-adcb-70d521ea987c · inbound

Action Map Policy: Learning 3D Closed-loop Manipulation via Pixel Classification cites this paper.

Action Map Policy: Learning 3D Closed-loop Manipulation via Pixel Classification ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training

Reference 31

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no resolver link, observed 2026-07-14T09:52:25.940408Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T09:52:25.940408Z digest=sha256:1e9c7eb29d3546658e48ab8fd6ab51ff3f66abaf9eb23f1f30f08d727b489985

Observation c528b24e-b71f-4496-ae9e-58c6daac21bc · inbound

Pix2Act: Image-Space Manipulation Policies with Equivariant Augmentation cites this paper.

Pix2Act: Image-Space Manipulation Policies with Equivariant Augmentation ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training

Reference 90

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unresolved
no resolver link, observed 2026-07-14T06:33:12.974578Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T06:33:12.974578Z digest=sha256:473139cd584732891b12269c643469a96dcb333bf8cc96cc7e631489e21f4fca

Observation 3e468b3e-a851-478b-a7fa-e8c9f97857ed · inbound

$\pi\mathbf{R}^2$: Reactive Real-time Flow Policies cites this paper.

$\pi\mathbf{R}^2$: Reactive Real-time Flow Policies ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training

Reference 23

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no resolver link, observed 2026-08-01T00:49:35.007668Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T00:49:35.007668Z digest=sha256:924516d126e9fc26c1f5da6e35df007d5a8ef4adc912adb53c7fb94e12c1e71e