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Paper Citation Record · LEDGER

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances

As of 4 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 1 inbound Pith citation observation for arXiv:2604.23249.

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

pith.paper-citation-record.v1
2604.23249 v2

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-08T07:55:35.304883Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T11:54:15.708914Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

29 of 29 outbound references displayed

  • verified exact11
  • verified fuzzy18
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e067d531-e207-422d-bd7d-68f84ade31fc · outbound

This paper cites Hoi4d: A 4d egocentric dataset for category-level human-object interaction.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances Hoi4d: A 4d egocentric dataset for category-level human-object interaction

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T17:22:46.756694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 340cb645-782f-4a1f-a1ee-8508c130b4ad · outbound

This paper cites Scaling egocentric vision: The epic-kitchens dataset.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances Scaling egocentric vision: The epic-kitchens dataset

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T17:22:46.760288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation a50c508c-7759-4562-988f-72263ae8ba46 · outbound

This paper cites Any-point Trajectory Modeling for Policy Learning.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances Any-point Trajectory Modeling for Policy Learning

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-16T23:32:51.209901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation c81fbd79-5672-47c3-b720-9a8ad44345a1 · outbound

This paper cites General Flow as Foundation Affordance for Scalable Robot Learning.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances General Flow as Foundation Affordance for Scalable Robot Learning

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:46:15.607351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T07:55:35.304883Z digest=sha256:206e987092d08c2b234ac86b213964a980237de2d7e85c977491fa594e90d0d2

Observation 62611095-20d4-42d5-a770-72b9dda0678c · outbound

This paper cites RT-1: Robotics Transformer for Real-World Control at Scale.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances RT-1: Robotics Transformer for Real-World Control at Scale

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-05-11T20:46:15.774288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T07:55:35.304883Z digest=sha256:40f35c6bb3462384e63bf919ffc07677ef88c6511e1d6f6f6fba879fbd5795df

Observation a7927d10-333c-4588-af4b-5972b4a0f34e · outbound

This paper cites $\pi_{0.5}$: a Vision-Language-Action Model with Open-World Generalization.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances $\pi_{0.5}$: a Vision-Language-Action Model with Open-World Generalization

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-05-11T20:46:15.699208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T07:55:35.304883Z digest=sha256:417cbb7baab731504a9d89b5240c3f9d10d7c542024251c30f348c7ac73a226b

Observation c03f8b8a-e7d5-477d-96e3-cbf7fe035c9f · outbound

This paper cites OpenVLA: An Open-Source Vision-Language-Action Model.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances OpenVLA: An Open-Source Vision-Language-Action Model

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-05-11T20:46:15.667276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T07:55:35.304883Z digest=sha256:2be38f9b335926514034c0fd0a13f8744510dd7c9e30efab1463c9e533518c86

Observation 5dbf21a0-fa29-4dcc-acf2-e56c85501bef · outbound

This paper cites Uad: Unsupervised affordance distillation for generalization in robotic manipulation.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances Uad: Unsupervised affordance distillation for generalization in robotic manipulation

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T17:22:46.732145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T07:55:35.304883Z digest=sha256:9ff05295d30d0f44518b983f90ee116640f6b78f9d4d6cb6ca85b3c77cdca491

Observation 84196436-8825-491e-9505-370273cb16ff · outbound

This paper cites Track2act: Predicting point tracks from internet videos enables generalizable robot manipulation.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances Track2act: Predicting point tracks from internet videos enables generalizable robot manipulation

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T17:22:46.728119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 78254e84-e2df-4d9f-8b61-fce519a5a32d · outbound

This paper cites ReKep: Spatio-Temporal Reasoning of Relational Keypoint Constraints for Robotic Manipulation.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances ReKep: Spatio-Temporal Reasoning of Relational Keypoint Constraints for Robotic Manipulation

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-16T08:25:18.388921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T07:55:35.304883Z digest=sha256:4226c0bef6014fee51815c29747b43a5e62dd4dfd5f93e14e5a9fa70d7723783

Observation 522e4818-60d7-4b71-8ee4-91778db70052 · outbound

This paper cites Vlm see, robot do: Human demo video to robot action plan via vision language model.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances Vlm see, robot do: Human demo video to robot action plan via vision language model

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T17:22:46.735921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T07:55:35.304883Z digest=sha256:808f53f464aa99b10f34c1d9791f5d7872e8aaaf79688da2d926a4186dba9065

Observation f779a8ff-81dd-4574-b2c8-c40af340e156 · outbound

This paper cites Policy Adaptation via Language Optimization: Decomposing Tasks for Few-Shot Imitation.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances Policy Adaptation via Language Optimization: Decomposing Tasks for Few-Shot Imitation

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:46:15.584523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T07:55:35.304883Z digest=sha256:1251d38288bb5545efc507fe1c6acfbd1c9f5d0039709a659130c938c79e7fcf

Observation 099085b6-b6fc-4975-bd55-ec9c951dc4fc · outbound

This paper cites Tracegen: World modeling in 3d trace space enables learning from cross-embodiment videos.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances Tracegen: World modeling in 3d trace space enables learning from cross-embodiment videos

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T17:22:46.739287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T07:55:35.304883Z digest=sha256:f3ce228fedf80955bb0bf5901a89b947201c8ccabd84c74c9e0b6c466ec4f561

Observation 11afc4c8-f825-4aec-a226-19fdf462afaa · outbound

This paper cites Pre-training Auto-regressive Robotic Models with 4D Representations.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances Pre-training Auto-regressive Robotic Models with 4D Representations

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:46:15.755672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 62c02bee-e8da-475c-820b-951df377b808 · outbound

This paper cites Flow as the Cross-Domain Manipulation Interface.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances Flow as the Cross-Domain Manipulation Interface

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:46:15.717369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T07:55:35.304883Z digest=sha256:a8dac45cde3d6c930b132549c2a38180b9ac1c9f87133d7ce01a7864b2f00647

Observation bb202da8-e84a-444d-839a-ad619c89c48c · outbound

This paper cites Correspondence- oriented imitation learning: Flexible visuomotor control with 3d condi- tioning.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances Correspondence- oriented imitation learning: Flexible visuomotor control with 3d condi- tioning

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T17:22:46.742812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T07:55:35.304883Z digest=sha256:a704020f3caea72ee4e93e1afa0c5da4aa668ae8cee33f32c53eed6dfddd0f62

Observation 0be59a03-7fd2-4244-b012-5de61574abed · outbound

This paper cites Pointworld: Scaling 3d world models for in-the-wild robotic manipulation.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances Pointworld: Scaling 3d world models for in-the-wild robotic manipulation

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T17:22:46.724567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation dd33c4bc-4a52-46c7-8176-41253ad6de30 · outbound

This paper cites The epic- kitchens dataset: Collection, challenges and baselines.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances The epic- kitchens dataset: Collection, challenges and baselines

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T17:22:46.745733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 2edf331f-acc9-4cfa-af65-080404554e7a · outbound

This paper cites Qwen3-VL Technical Report.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances Qwen3-VL Technical Report

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-05-11T20:46:15.649809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 0fb5166b-55d3-42dc-bedb-745b02c5409e · outbound

This paper cites SAM 3: Segment Anything with Concepts.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances SAM 3: Segment Anything with Concepts

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-05-11T20:46:15.633882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T07:55:35.304883Z digest=sha256:eac8d79c898eaf0018d6b6912e9d95fd48f844c20f90d1e10e0527466cd362ab

Observation 828d0d45-e6b1-41d9-9ef8-a73345918589 · outbound

This paper cites Cotracker3: Simpler and better point tracking by pseudo- labelling real videos.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances Cotracker3: Simpler and better point tracking by pseudo- labelling real videos

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T17:22:46.752883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T07:55:35.304883Z digest=sha256:7aa8e72564cf882c9ea6aaeec2271b96bbcf05642cf4d581c4f6539c22a01fde

Observation e99aa7d0-661e-424c-9342-440bf044b0e3 · outbound

This paper cites Point transformer v3: Simpler faster stronger.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances Point transformer v3: Simpler faster stronger

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T17:22:46.717734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 3159c186-e376-4887-b9e2-7c7fcd6adfc5 · outbound

This paper cites Pointnext: Revisiting pointnet++ with improved training and scaling strategies.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances Pointnext: Revisiting pointnet++ with improved training and scaling strategies

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T17:22:46.699603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T07:55:35.304883Z digest=sha256:b2e46586eabeee350cfaf07a6de40720cb2822ba0f3cfffac52a16e57c775e14

Observation 3246634e-6c32-4efb-a670-0a124ac2ecd5 · outbound

This paper cites Learning transferable visual models from natural language supervision.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances Learning transferable visual models from natural language supervision

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T17:22:46.703562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 8a8553fe-f8b4-4481-9e85-8b520c07ed4d · outbound

This paper cites Attention is all you need.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances Attention is all you need

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T17:22:46.710572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T07:55:35.304883Z digest=sha256:e0df8da12c23276bf6cab2c57e597445d73cb8fecb6c270149d8120ab7f1ee54

Observation b657cb15-5abc-492d-ac5a-89127f453431 · outbound

This paper cites Efficient diffusion training via min-snr weighting strategy.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances Efficient diffusion training via min-snr weighting strategy

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T17:22:46.714330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T07:55:35.304883Z digest=sha256:582d52671d22d2b4a5ab29860c20caf789725ddcfe7ebb94131cd97751281912

Observation 959ab2c7-8cfd-43d9-a843-c0050b3de871 · outbound

This paper cites Roboengine: Plug-and-play robot data augmentation with semantic robot segmen- tation and background generation.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances Roboengine: Plug-and-play robot data augmentation with semantic robot segmen- tation and background generation

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T17:22:46.721083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T07:55:35.304883Z digest=sha256:dcec6fac856e3141085e556eca811c1f508054ea0967aa663a8b4d69be0d6271

Observation 5b2cd31b-51b9-4848-9f04-2a2fc637e610 · outbound

This paper cites Uncertainty-aware state space transformer for egocentric 3d hand trajectory forecasting.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances Uncertainty-aware state space transformer for egocentric 3d hand trajectory forecasting

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T17:22:46.749291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T07:55:35.304883Z digest=sha256:526c0dfb56109f7eab63d9a73c81ece78286a6875cdb97a4d27582f11b5b1ccd

Observation 9afcc856-b1c8-4f0a-a534-04a1f69f064a · outbound

This paper cites Joint hand motion and interaction hotspots prediction from egocentric videos.

BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances Joint hand motion and interaction hotspots prediction from egocentric videos

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T17:22:46.695991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T07:55:35.304883Z digest=sha256:b14d37e87307a4caf1061f6499acb17e74457b61a41fe2caad99195ac98efefe

Pith citing papers

Observation e611363c-4d5e-4f56-9002-1159614ee302 · inbound

EgoRecovery: Acquiring Failure Recovery Ability Through Human Recovery Demonstration cites this paper.

EgoRecovery: Acquiring Failure Recovery Ability Through Human Recovery Demonstration BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-01T11:54:15.708914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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