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Paper Citation Record · LEDGER

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training

As of 21 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 2026-08-21T06:32:19.484+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:b597bbc8cc063a54f8ca02e5543dc1575d237bab5b450d5700709a2eae44e5d8

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:15:00.875079Z digest=sha256:daa86ffaefff900aacaa0a611255acf8a87a2c537056d38a3c4dae956426b992

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:15:00.947233Z digest=sha256:d41fa79f6b0f8c73cb74b380af31c211196886b856159ed0729cda7b32a524d1

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:15:01.143102Z digest=sha256:90aee2a6653653c2932d1009e5ca199b27123d6ddbf1d2dd9ab0cffb097fdeb7

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=sha256:51ba6ab63459ba9d7e1f9112c43a64e66e27628802a8828830b0f5c0b4988f14

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:15:01.187069Z digest=sha256:a95decadab1a60afd900d1cbd5e00971d044cf07026a31b54254370afc8e07d3

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:15:01.193916Z digest=sha256:fbc686da452f5a7a535b4c20ef47b6899b30088f7500b1397cfc29aa2f1cd2a0

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:15:01.201605Z digest=sha256:a78cb2cb94c0a1b9783ba78f2cbd90ceab80e5cd65f95b1bdced8c9939266de9

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:15:01.207920Z digest=sha256:04425580bc18b37c1e613ea5522f6fc02b8615d53e7c4b7e6f0c83474a4e716f

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:a36d3c23e44407b7225e3d926e811e70544b2a0ad277485e16bcf18cf96bb8f3

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=sha256:82e5881cad3958c4f8b4e216af82de3b43d9f2c47fc5e5688d7cfe740e08aa64

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:15:01.232128Z digest=sha256:efdb96ae92ae496f9a2363d1e783e93eb04a9ec87eea9ab4111f4e62b7a6e099

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:15:01.237205Z digest=sha256:49b40c255c34682e260db87aa7d94b134b6b06912ffe0b2579956e2264caf392

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=sha256:84b01a3fc124e2f02cd1181ec6b31d390a5992f2c56fe6fb496df5cfe826cef3

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:15:01.254179Z digest=sha256:5af3ee5f4845be32a68b4b3b8d35a717c074ad879cd22e288f2a60356b2570ed

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:c37478f887b8ce9d6367dd9de15f06f16f97ad110d7e19eae56c77933d6ec897

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:15:01.268541Z digest=sha256:b0b6178c988e5ec7a84da06901d27bf4eb4ac8952fe6168039e390fae4813048

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:15:01.278222Z digest=sha256:140f6f1cc04ddb5bbc02099dc21d93588e234feae83da2c613becddf3def9e58

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=sha256:075d06cd8a2bbf70daff6ae8d7b74483e731b26bf4ef52dccbbc5c27661fdfa9

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=sha256:53c4871bff2782b9c73d1ae097dca2153c26ae2dfd64e6c68fa72c6f407383ae

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:b2cd061b41f691136c436d8bb2ccf5eb2c84fd782f369dcd530698d505ee54d7

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=sha256:7b864d3a3f9ad28877dd0c221c841fc7d45aa901530257439deb0f2e7228d099

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:cc7404faa797e9bc9f122a4a67e296e5a75b0bd40ae3c7c9424a8c2001765c6c

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:a082c4d35383c68f9cb0a836f7e3684df3d38fa33fa63c21b34b3e1e1ebe0d83

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:15:01.327907Z digest=sha256:e2be969b76f863ac543510b2456f2a0d170421999609a52659f3fd5ed95da200

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:15:01.333613Z digest=sha256:76ee0b963a0d1e8126325f3ad2c15f76d63cfe87b6ec874c9b5de7f24c3824b7

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:15:01.339763Z digest=sha256:c96d13d42af466d046fb0122370bb383f28decd803cba6822bdaecf7f7492da6

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:15:01.346714Z digest=sha256:c9457e933cab7e4ed448ae416daca980be8e86c03a66ff6de1f2e29f37150653

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:aaee7ad555a8d3ce3df98499f28493116a10bdf5d04d97a370c56329885296b9

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:15:01.359088Z digest=sha256:26a0d02576c9029a53d8239311a72afb037a5efea1b03736c5e70e70e0f3fb4b

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:15:01.366395Z digest=sha256:30704e72f6619eec06b0554fef1113fff36f03756f41ec8e617860525ef74ff9

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:15:01.373371Z digest=sha256:adecfdfee3219e183a04633d5b27eb4b747578ea979bc4b5fc3f5a1ab2005e5b

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:eae09440111fe735fbf51a598e140843aeea6b797da95b0c4c7070499f31cafe

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=sha256:4ff0bdc83ac9f41abe55d184280adfd3bcf3430bc57cc4fdd4e67b24e2677e26

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:15:01.398294Z digest=sha256:fe7920d9a59b4fc4410f8ce8d9423233b306e18475d8770969ccee961e69b637

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=sha256:232a888165953603a11cf96b76378c70a6e80e00e81d959ad78fbe7f30251cf2

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:15:01.414822Z digest=sha256:84fde18561e7ebf8e0c24d3593c4385602c521955a7788f70765b75d89ab5a9a

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:15:01.421366Z digest=sha256:73ff3b28ca8bbaed3749f61cc3071bc0077564ae693352d81a92154c936916a5

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=sha256:6496ee001bae093a43b44e71ef77e6bec4ccdebbac2869133da8171c958ec76c

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:e5f921106e9cc7f82af885d302ae832e9815a01359e9587e2ba0d0367524d599

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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no resolver link, observed 2026-08-05T12:15:01.448362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:15:01.448362Z digest=sha256:7b556c7bf78a0ce19a4ef3405e175b7e482a26f6df470eb7f7912be61aca8321

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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no resolver link, observed 2026-08-05T12:15:01.453798Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:15:01.453798Z digest=sha256:7f488ed89a14593f72169e944c44d4fda8749ab10bfbf8b846c673475453756d

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:15:01.460403Z digest=sha256:e4b00a4a90b0022e255dad625f1c188ebd9d9cf5d838e96f2ee53aeb0c889149

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-10T10:57:54.273960Z digest=sha256:c07815fa2921afe46971562a601d07486777d11d161d2320e5e9eccad4a6756f

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-10T10:17:05.939312Z digest=sha256:39d2f7965d1651d2be790efb51e7fe79d2a91f0559265f473973fda34d97f732

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-22T10:17:44.804745Z digest=sha256:72b7c24d14c7b3fa20ba294e0415fd8f9936f3b1fad7a5202d98d40104cb04c6

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-28T17:24:02.843529Z digest=sha256:e7a3d35b01a5b2dd2c990b8d98a41a2473238c58a1c02bfa27418652e332a2ab

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-28T09:29:21.452621Z digest=sha256:38a563447bb778c8aaba5f7b20fbd801f5c1e2c83f25d2bb106686e448b39671

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=sha256:4b84c64732761a7ec4300a1d67e5db9ef4740c4cdfd89ca01601aba21a657dc6

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-28T01:18:08.001674Z digest=sha256:2bef94935a40b1d8b79ee5686c3c1606a9fa4527e2bb105cecb4f5e935a4955e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-27T13:58:21.461547Z digest=sha256:c450eb26a752a6109c72f954c84cba0b90247da4dfe3abd0e7e49d5ebd4622a3

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-27T09:22:17.435427Z digest=sha256:b32f1c06d08edcdc207a342b729754764e9d8948ab15031cba3f3ea3486cc246

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-26T10:14:42.111428Z digest=sha256:a77d91d34a0263fbf63f11b2cc5278d8c48a1544078fb385d5db3241680d01bd

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-29T01:57:04.293058Z digest=sha256:e7a03c8a526987ba336b6e26c36e82388d45b9f35780a22e8bb39cf979a1b1eb

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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unresolved
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=sha256:86fad7e4364f6f8c3fb8159b1ccd216a19d49ce869d91c0cddaa3fd6f44c9c5a

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:c3385eb9ae390be14f64f7368dca88ccd3669dda7f9469a2d02f01e71672af7d

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T06:33:12.974578Z digest=sha256:3d502393b436e501a06db8e7cddd8e4f9bba44fe1dc2e29ed3856402a5952b6e

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T00:49:35.007668Z digest=sha256:556544b1f4726d7220723224ad9c9e442b4c008496c51a0aebe45f28a78aa0bd