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Paper Citation Record · LEDGER

Multi-Modal Manipulation via Multi-Modal Policy Consensus

As of 5 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 11 inbound Pith citation observations for arXiv:2509.23468.

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

pith.paper-citation-record.v1
2509.23468 v3

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-18T11:50:20.766891Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T21:46:33.140202Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T15:49:56.509675Z

Reference resolution

49 of 49 outbound references displayed

  • verified exact14
  • verified fuzzy35
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation db24cf58-b01c-4105-8866-7566036e8b8a · outbound

This paper cites Robot sound interpretation: Combining sight and sound in learning-based control.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Robot sound interpretation: Combining sight and sound in learning-based control

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.618751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:1b7c2047c804e93839272f61180bf88032cf1b6fa8beef04b61b32ab51ea9497

Observation 564e76a7-ed89-4863-96f9-a7f35d089b08 · outbound

This paper cites Making sense of vision and touch: Self- supervised learning of multimodal representations for contact-rich tasks.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Making sense of vision and touch: Self- supervised learning of multimodal representations for contact-rich tasks

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.659689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:dfc50695431eb857d655e70c456b70b37b64cfa28a5451f22ff25937cf0fd5ad

Observation 935e9984-c72a-4ac5-89cd-b51d2042849e · outbound

This paper cites See, hear, and feel: Smart sensory fusion for robotic manipulation.

Multi-Modal Manipulation via Multi-Modal Policy Consensus See, hear, and feel: Smart sensory fusion for robotic manipulation

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.555820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:cd3ad1b4cc3bdd487f216da99fe7d9b9118d4fd605db8841caee83161fd0d234

Observation 1fc5d21b-98be-45c0-8530-4c55ca8a1529 · outbound

This paper cites More than a feeling: Learning to grasp and regrasp using vision and touch.

Multi-Modal Manipulation via Multi-Modal Policy Consensus More than a feeling: Learning to grasp and regrasp using vision and touch

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.542224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:fd62ec57703021965e2cb526dbcebe919a171ace300dc99b7e305217a3bf14d5

Observation f0d03b3b-2ef2-49b1-934b-576996f708be · outbound

This paper cites General in-hand object rotation with vision and touch.

Multi-Modal Manipulation via Multi-Modal Policy Consensus General in-hand object rotation with vision and touch

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.642048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:ec55d5a3dd750d6d4469a41f35727425314a752445beb4fdaf660e6b5f2ab71b

Observation 4996df24-4cd4-4fce-8e5b-76f1a7cee8a8 · outbound

This paper cites Visuotactile-rl: Learning multimodal manipulation policies with deep reinforcement learning.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Visuotactile-rl: Learning multimodal manipulation policies with deep reinforcement learning

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.645401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:980563252a6a85d19a0dc713cf5cc6d42b754085c8ff873f38f9b54ff496ee13

Observation 44439bd2-b5eb-4877-935c-2872ae134660 · outbound

This paper cites Compositional visual generation with energy based models.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Compositional visual generation with energy based models

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.549114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:ed66904c708ee248b60bc8801dcd2388be6b530f0c78c73aba806b2ce9fb816b

Observation e0340d81-1283-41fc-8355-30a6d8d7f256 · outbound

This paper cites Compositional Visual Generation with Composable Diffusion Models.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Compositional Visual Generation with Composable Diffusion Models

Reference 8

Resolution
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arxiv_id, observed 2026-05-18T11:51:20.231334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:b3faf2078a7c1edb265f20d60e732ffa2b1ede7f571a3ddeffbb163f7757b3eb

Observation 6751fe4e-fef7-48a1-af9b-661edf1fa228 · outbound

This paper cites Reduce, reuse, recycle: Compositional generation with energy-based diffusion models and mcmc.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Reduce, reuse, recycle: Compositional generation with energy-based diffusion models and mcmc

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.538604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:d08d1e7b97d6567f2aae6b6f4ac9f66546797fe12c82247ab7bcd7ff9869057f

Observation 50240155-6c3b-498a-8435-9a6415a6e818 · outbound

This paper cites Compositional Generative Modeling: A Single Model is Not All You Need.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Compositional Generative Modeling: A Single Model is Not All You Need

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-18T11:51:20.300926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:25d63b96c27381252dc90ac6f765332b33826cf5381d32dff454ccf10364965d

Observation 928f4f43-8c0e-44ac-ab7c-5189197f19ed · outbound

This paper cites Compositional diffusion-based continuous constraint solvers.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Compositional diffusion-based continuous constraint solvers

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.599406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:afdd15528cdcab20cb7b93a97e37231fa652722640f65d95b054bff9a24b38de

Observation e0b9e079-7a9b-4a55-a43d-95b10764f4df · outbound

This paper cites Rlbench: The robot learning benchmark & learning environment.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Rlbench: The robot learning benchmark & learning environment

Reference 12

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verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.531898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:387fb66beb6824b7595bcddddf5e296b99705c7562aa6c95a63c0fb9c1102970

Observation 85c2ce5d-fe02-4678-9bfe-130d60a57dfe · outbound

This paper cites Roles of glabrous skin receptors and sensorimotor memory in automatic control of precision grip when lifting rougher or more slippery objects.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Roles of glabrous skin receptors and sensorimotor memory in automatic control of precision grip when lifting rougher or more slippery objects

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.622566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:cee820e8a66474761450edde56e77ae7a004475ce355a688e204650a61ce97e9

Observation e7e9861d-5e61-42c1-9718-98991b0569d5 · outbound

This paper cites Robotic grasping and contact: a review.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Robotic grasping and contact: a review

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.579248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:9a1b82cdff8a11f4e82886d8fd8067133f9ca47d7e91fccef5a403ef4834dd51

Observation 3d073655-a6da-4582-8779-9bb4d2419d6a · outbound

This paper cites Towards Safe Multi-Level Human-Robot Interaction in Industrial Tasks.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Towards Safe Multi-Level Human-Robot Interaction in Industrial Tasks

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-18T11:51:20.288273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:31c7707ebb837a9a9343baccd65163293aaf67e7e59dbbe875684b6f0c65d3e9

Observation b5b2f998-762d-404e-a684-3fc953f59e15 · outbound

This paper cites Neural feels with neural fields: Visuo-tactile perception for in-hand manipulation.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Neural feels with neural fields: Visuo-tactile perception for in-hand manipulation

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.608009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:56711979e22330148ed0f20a21427342eca72a96745687bc56b279857480f3fb

Observation 54d76568-b424-4318-ae7c-a5cd31af6717 · outbound

This paper cites Multimodal Visual-Tactile Representation Learning through Self-Supervised Contrastive Pre-Training.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Multimodal Visual-Tactile Representation Learning through Self-Supervised Contrastive Pre-Training

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-18T11:51:20.261602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:2d75fc3606fe9c123a08803cda8eb8579082065405d7583f947868a66fd4a53c

Observation 43306b01-16ea-4728-9286-9e843f624d7d · outbound

This paper cites Sim2real manipulation on unknown objects with tactile- based reinforcement learning.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Sim2real manipulation on unknown objects with tactile- based reinforcement learning

Reference 18

Resolution
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raw_fallback, observed 2026-05-18T11:51:20.634431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:eb6661a04ef80918c13221e05cdb7a584d07f4a17f954744a23ec0eb122b291f

Observation 6d874343-171f-49a1-bf92-8f646e2c6b30 · outbound

This paper cites Visuo-tactile transformers for manipulation.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Visuo-tactile transformers for manipulation

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.656021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:42f31fddb384193a04acd000df521401d1f959eca6c116ae2e088db29536dfb5

Observation 56786c8d-9028-47ba-ac91-8aceab93f057 · outbound

This paper cites Robot Synesthesia: In-Hand Manipulation with Visuotactile Sensing.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Robot Synesthesia: In-Hand Manipulation with Visuotactile Sensing

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-18T11:51:20.236192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:b47d9219794f3e86a1c16a423a6af9973035f2730d2ff2864d9cde94bf76e8c7

Observation 30e8f970-7fff-4cd0-9b66-3d2d1dda86a0 · outbound

This paper cites 3d vitac:learning fine-grained manipulation with visuo-tactile sensing.

Multi-Modal Manipulation via Multi-Modal Policy Consensus 3d vitac:learning fine-grained manipulation with visuo-tactile sensing

Reference 21

Resolution
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raw_fallback, observed 2026-05-18T11:51:20.586305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:b829423632273cd66ce3a879b85327367f36e749d4ee057b5aa59fb1b2348999

Observation 54f591d0-e812-40aa-9aeb-0c65204aed8b · outbound

This paper cites Learning to compose visual relations.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Learning to compose visual relations

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.590137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:f5e9d3ae2bf6f130789055209b48d5193705cce9b25f9d4d9e03fd3c75fc0f2f

Observation 9440ab59-ce00-4002-8a58-f3fbc94d02af · outbound

This paper cites Composable energy policies for reactive motion generation and reinforcement learning.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Composable energy policies for reactive motion generation and reinforcement learning

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.611398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:e7eeafff89520a6457c0cda3fdbbe525e7bac9709f9e464d923102e96c913ca4

Observation a29b724d-fb85-4f78-a6ea-6d22c68ce427 · outbound

This paper cites Energy-based Models are Zero-Shot Planners for Composi- tional Scene Rearrangement.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Energy-based Models are Zero-Shot Planners for Composi- tional Scene Rearrangement

Reference 24

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raw_fallback, observed 2026-05-18T11:51:20.559522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:b017b56888c86391cf3cc7cc7f66eb46f94d5f37e4e77b746ff8e88805149015

Observation eb4c7754-5a76-4e1d-887f-fdd0dc24cc55 · outbound

This paper cites Score-based generative modeling through stochastic differential equations.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Score-based generative modeling through stochastic differential equations

Reference 25

Resolution
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raw_fallback, observed 2026-05-18T11:51:20.568512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:9b86a7005f3923264cf93916c86d43ad915924064dd0ee7c41be7f1e3113be71

Observation 2455ea69-fa22-404e-ba18-cc4ebfd59ee9 · outbound

This paper cites Planning with diffusion for flexible behavior synthesis.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Planning with diffusion for flexible behavior synthesis

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.595066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:49fa015f301ae373df610e173347b8a2acf08a4dfc8a44062b3fe2b7923e0f3c

Observation 3fe0ef16-3aca-4058-b3bd-61bf5175e426 · outbound

This paper cites Is Conditional Generative Modeling all you need for Decision-Making?.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Is Conditional Generative Modeling all you need for Decision-Making?

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-05-18T11:51:20.293005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:60cf3a825a3716e9a4a2ed274c7b6f779fa3af55730f73a9bd0d9fd1c15a8bce

Observation fe7823af-afb8-4a44-b767-8c7f1ef8d5dc · outbound

This paper cites Generative trajectory stitching through diffusion composition.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Generative trajectory stitching through diffusion composition

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.552363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:86d702b472cf02bdcdd4291229297ed4cac5b23245d5e1ea3fd06c6949d50ef8

Observation 65a4b2b6-bab0-4d45-ab27-e465bf24a3c0 · outbound

This paper cites Improving Factuality and Reasoning in Language Models through Multiagent Debate.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Improving Factuality and Reasoning in Language Models through Multiagent Debate

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-05-18T11:51:20.240922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:52aa3db53f37d7afac2e74f00fd75b3c61706a9546d34b3a1d78a4466e879e7d

Observation 4502296c-719a-4f7f-ab83-205c2c5915bb · outbound

This paper cites Generative skill chaining: Long-horizon skill planning with diffusion models.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Generative skill chaining: Long-horizon skill planning with diffusion models

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.534999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:75d5ecb1deb70f567efba4f4114671aafab684a73eff4d4e9708f39eb253b5a5

Observation ba22846d-cfd4-4d45-a62d-ad2af0696661 · outbound

This paper cites Compositional Foundation Models for Hierarchical Planning.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Compositional Foundation Models for Hierarchical Planning

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-18T11:51:20.251767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:e8073886b3595e5eb4cc2f204a8e7f443f8b1858ef908b576e672d517c22b301

Observation ce30b3f8-77a0-4d6e-8177-b7abede9c71b · outbound

This paper cites Causal Composition Diffusion Model for Closed-loop Traffic Generation.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Causal Composition Diffusion Model for Closed-loop Traffic Generation

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-18T11:51:20.266335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:67fba2d936cb94b18e6af0fe335a2c8d1a5cf97418952ecdc9a229b6367ae786

Observation 1f232c4a-1aa9-4335-87b0-1f7b20f9f317 · outbound

This paper cites Human Motion Diffusion as a Generative Prior.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Human Motion Diffusion as a Generative Prior

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-18T11:51:20.277727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:ce864ebb89be95b696e4b5862073faab06c2cc11e86b340c425df9e5c0e29456

Observation 2d162210-87f4-4338-b20a-c50fb13eafb4 · outbound

This paper cites CoMA: Compositional Human Motion Generation with Multi-modal Agents.

Multi-Modal Manipulation via Multi-Modal Policy Consensus CoMA: Compositional Human Motion Generation with Multi-modal Agents

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-18T11:51:20.246560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:f5085317e406819e75592a03d8bba2ea11c88c43e5e6c845e719f744504a7b58

Observation 6f4f4223-d8d1-4946-8e35-d4b7cd964a1f · outbound

This paper cites PoCo: Policy Composition from and for Heterogeneous Robot Learning.

Multi-Modal Manipulation via Multi-Modal Policy Consensus PoCo: Policy Composition from and for Heterogeneous Robot Learning

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-18T11:51:20.273083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:41f44dfbd02a65a330c51352f5ad218fecee1191d3e4b4207961ccbf3507b5b1

Observation 67e32bd7-61e7-4af7-8255-bba77266754f · outbound

This paper cites Diffusion policy: Visuomotor policy learning via action diffusion.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Diffusion policy: Visuomotor policy learning via action diffusion

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.630515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:c14159dae5cc0a51a25a6cacb35668b2ebd9ccd9f3bcb8c29d10db1e7a1ffe6b

Observation e2bf1b93-ef1e-4dd5-a326-3f8837a97230 · outbound

This paper cites Imitating human behaviour with diffusion models.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Imitating human behaviour with diffusion models

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.638479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:ab8ed5ac30d9781af98be68bc098a507a8ed574f5db73aeaa764ca19d592da6d

Observation 221ee7fc-bd70-4585-9137-ffed0a8dc4fa · outbound

This paper cites Goal-conditioned imitation learning using score-based diffusion policies.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Goal-conditioned imitation learning using score-based diffusion policies

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.652442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:579623219b866c519a9e45f7642938ac46f9b2a0c0173c4700958cb48239fc95

Observation 93009225-8c13-4e6f-bdaf-2b963a1547f0 · outbound

This paper cites Touch in the wild: Learning fine-grained manipulation with a portable visuo-tactile gripper.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Touch in the wild: Learning fine-grained manipulation with a portable visuo-tactile gripper

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-18T11:51:20.283536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:4b53cbae4646a9ba80c83c4272c86310e15e38551a19ae608723a482cf93cbb7

Observation 39f80e38-44f7-42a3-b529-e5cdf2a8c247 · outbound

This paper cites Learning coordinated bimanual manipulation policies using state diffusion and inverse dynamics models.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Learning coordinated bimanual manipulation policies using state diffusion and inverse dynamics models

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.648769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:8409d1c0a84758cdb3976c359ef3648148687b8fca40b17920ab7d06b1ec3e2d

Observation 8f69e858-09d5-43b8-b127-2769e9023ad0 · outbound

This paper cites Tool-as- interface: Learning robot policies from observing human tool use.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Tool-as- interface: Learning robot policies from observing human tool use

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.575855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:5bfc328679fe1d434366403cb8b541385a22dd1bee7b6efc5928af4b8cec58da

Observation 6c382185-f5fa-41e2-83ea-5e1195afda06 · outbound

This paper cites Edmp: Ensemble-of-costs-guided diffusion for motion planning.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Edmp: Ensemble-of-costs-guided diffusion for motion planning

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.604268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:13661d7a1890b6d725eb5fa0baf195bec3ac2dae6200c9f8959af01d0b9225f8

Observation e34b0999-8d5a-412c-ba8e-58d7b983df84 · outbound

This paper cites Vt-refine: Learning bimanual assembly with visuo-tactile feedback via simulation fine-tuning.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Vt-refine: Learning bimanual assembly with visuo-tactile feedback via simulation fine-tuning

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.626534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:607419078dbd1e1120fc09d43513e49190f6bd58d7a2e26f61cc39837673635a

Observation 11cc854a-fdf4-4c95-8679-e863ba142b5f · outbound

This paper cites Hierarchical diffusion for offline decision making.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Hierarchical diffusion for offline decision making

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.615104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:3a1dfec926326ae67f15c38f59b4198a214d56aae243c69c5b79f0510c6cbfe3

Observation 99fdbfc5-0bde-4051-9788-01ba29a644e5 · outbound

This paper cites DiffusionDrive: Truncated Diffusion Model for End-to-End Autonomous Driving.

Multi-Modal Manipulation via Multi-Modal Policy Consensus DiffusionDrive: Truncated Diffusion Model for End-to-End Autonomous Driving

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-05-18T11:51:20.256825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:df15521133b90a48241c1823ce03779aa3f6607ca54cfffe5c203b18ce8d7dc8

Observation 907fdb69-3e1b-42e6-baa6-df80ce0fa8ae · outbound

This paper cites Modality- composable diffusion policy via inference-time distribution-level com- position.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Modality- composable diffusion policy via inference-time distribution-level com- position

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.545944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:9385fcce93a4bf2a5a3fd81f338b35d2c6006ab8264e004637359842d0b50d89

Observation 1c216eb8-16a8-4a78-971f-06a7e4b41272 · outbound

This paper cites Denoising diffusion probabilistic models.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Denoising diffusion probabilistic models

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.572222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:b61f522eddb4e7935bc41baa09d93b93c444a1d2b802825fc50e3155af594ac8

Observation 22e38317-1019-48d8-ab08-fab0561442ae · outbound

This paper cites Emerging properties in self-supervised vision trans- formers.

Multi-Modal Manipulation via Multi-Modal Policy Consensus Emerging properties in self-supervised vision trans- formers

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.563228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:2bd5d2bbb6e22dcae6ce0e0ef0585e9e414e94ecea131d0a77f2da92743e90e6

Observation 2ad35df5-ed64-4b04-9332-06239f41beb3 · outbound

This paper cites DINOv2: Learning robust visual features without supervision.

Multi-Modal Manipulation via Multi-Modal Policy Consensus DINOv2: Learning robust visual features without supervision

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T11:51:20.582722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T11:50:20.766891Z digest=sha256:ffb89fd5688e86396cc3bd35e80595529e1b63d0cfdd32071c66ba5f5a8b1fa9

Pith citing papers

Observation 2e42f364-1b51-4705-8354-ffecd4b0fa42 · inbound

Flexible Multitask Learning with Factorized Diffusion Policy cites this paper.

Flexible Multitask Learning with Factorized Diffusion Policy Multi-Modal Manipulation via Multi-Modal Policy Consensus

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-05-16T19:23:19.662614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T19:21:52.191786Z digest=sha256:35390a5c82d2216e519cd707821c733968b09c343cbf2f775d9bd1d2f4637d87

Observation 813d9b54-93c7-4e3c-b80a-2600e01b362e · inbound

TouchGuide: Inference-Time Steering of Visuomotor Policies via Touch Guidance cites this paper.

TouchGuide: Inference-Time Steering of Visuomotor Policies via Touch Guidance Multi-Modal Manipulation via Multi-Modal Policy Consensus

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-05-16T11:07:48.146147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T11:06:23.555610Z digest=sha256:56caf3ada18ec009427e11aafd6a473a8f0d6191d742e1cc7dcbe80c3bf09f10

Observation 24ee4827-a504-49b4-bccd-3b76481ea044 · inbound

Learning Versatile Humanoid Manipulation with Touch Dreaming cites this paper.

Learning Versatile Humanoid Manipulation with Touch Dreaming Multi-Modal Manipulation via Multi-Modal Policy Consensus

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-05-11T11:31:03.061233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T14:48:33.942119Z digest=sha256:7ec328f459ed26e80f737630a703faf2795006bad1c944c39eba79ab75d7f06f

Observation 1e1bad23-e9fc-4c2d-aa92-3dc143376e07 · inbound

FlexiTac: A Low-Cost, Open-Source, Scalable Tactile Sensing Solution for Robotic Systems cites this paper.

FlexiTac: A Low-Cost, Open-Source, Scalable Tactile Sensing Solution for Robotic Systems Multi-Modal Manipulation via Multi-Modal Policy Consensus

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-05-12T10:16:27.594773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-07T06:57:58.409411Z digest=sha256:de2165036d84eba7c66d136db75b982ca83935f53942935dc7ad66d43046cdeb

Observation 26be07d9-adc1-4699-834c-bb6ef7dd4164 · inbound

IMPACT: Learning Internal-Model Predictive Control for Forceful Robotic Manipulation cites this paper.

IMPACT: Learning Internal-Model Predictive Control for Forceful Robotic Manipulation Multi-Modal Manipulation via Multi-Modal Policy Consensus

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-07-03T05:47:41.666083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-27T13:04:17.761552Z digest=sha256:59b89edcd02cdc460ed8e8a9beff3982b5e497d6a823f3c9492fb2889ee4ad93

Observation 5e09e06c-9fc2-4cdc-960c-5af233a04cd8 · inbound

CoStream: Composing Simple Behaviors for Generalizable Complex Manipulation cites this paper.

CoStream: Composing Simple Behaviors for Generalizable Complex Manipulation Multi-Modal Manipulation via Multi-Modal Policy Consensus

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-07-04T15:49:56.510872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-26T01:25:21.796778Z digest=sha256:438f80bf35d094e318a7688d7ff0605a7cb025d005fadf16a0b4180a09b52fd6

Observation edf248eb-b592-422d-9f77-6797beb16d12 · inbound

CoStream: Composing Simple Behaviors for Generalizable Complex Manipulation cites this paper.

CoStream: Composing Simple Behaviors for Generalizable Complex Manipulation Multi-Modal Manipulation via Multi-Modal Policy Consensus

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-07-01T16:05:49.656311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-30T00:54:50.393828Z digest=sha256:1f8b97c9cd19afeb788abfa8066d7e3cc5fab87dd101cfee1890a0daac4bd6e7

Observation 2608cd76-eec0-4188-b364-37b5527f2cb1 · inbound

Seeing Touch from Motion: A Unified Modality-Aware Visuo-Tactile Policy with Tactile Motion Correlation cites this paper.

Seeing Touch from Motion: A Unified Modality-Aware Visuo-Tactile Policy with Tactile Motion Correlation Multi-Modal Manipulation via Multi-Modal Policy Consensus

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-06-30T08:44:28.206916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-30T05:55:54.345160Z digest=sha256:5675f7d6a66a523174bb12bc79dcd2e04fb2935082c3730591ea676d463fa23b

Observation d027a606-64e1-4300-82bc-c463595bb62e · inbound

Feeling the Unexpected: ResTacVLA for Contact-Rich Manipulation via Residual Tactile Representation cites this paper.

Feeling the Unexpected: ResTacVLA for Contact-Rich Manipulation via Residual Tactile Representation Multi-Modal Manipulation via Multi-Modal Policy Consensus

Reference 10

Resolution
unresolved
no resolver link, observed 2026-07-12T02:52:21.616045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T02:52:21.616045Z digest=sha256:699dd5ccd9c2986a4918eee6f8b1ec5a54600007a354086b691ea65f2db111f2

Observation fa05b3c3-316b-4adc-9632-7b37b04a91d5 · inbound

Data and Learning Where it Matters for Contact-Rich Manipulation cites this paper.

Data and Learning Where it Matters for Contact-Rich Manipulation Multi-Modal Manipulation via Multi-Modal Policy Consensus

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-01T21:46:33.140202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T21:46:33.140202Z digest=sha256:f50162da4f4e466258e52a6450f164014e61edef77b8f4f894c3500507462ccd

Observation 44c16f47-34ed-4694-88f8-dfa6f04db926 · inbound

Asynchronous Multimodal Diffusion Policy Composition via Latency-Aware Guidance Fusion cites this paper.

Asynchronous Multimodal Diffusion Policy Composition via Latency-Aware Guidance Fusion Multi-Modal Manipulation via Multi-Modal Policy Consensus

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-01T18:37:10.563802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:37:10.563802Z digest=sha256:b1f606b00af13e5ccb91197eb0ddcc4c35fdbc4237a39080eef49c6e17fde32c