Paper Citation Record · LEDGER

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities

As of 19 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 3 inbound Pith citation observations for arXiv:2412.04244.

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

pith.paper-citation-record.v1
2412.04244 v3

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:39:27.218450Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:40:31.930040Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T17:48:45.510585Z

Reference resolution

42 of 42 outbound references displayed

verified exact0
verified fuzzy28
unresolved14
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 328447f9-bcf2-4c8f-993c-44d23b9573d0 · outbound

This paper cites Github, 2021.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Github, 2021

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.982098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8c02c527-7a66-4bc3-971d-38c44f50a096 · outbound

This paper cites GPT-4 Technical Report.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities GPT-4 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T21:39:27.031480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d0a4c9c-3089-4f94-8b56-70405b8e5bed · outbound

This paper cites Introducing HOT3D: An Egocentric Dataset for 3D Hand and Object Tracking.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Introducing HOT3D: An Egocentric Dataset for 3D Hand and Object Tracking

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T21:39:27.036441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf43d2e1-6166-4e1d-81b6-de2818a6f532 · outbound

This paper cites Text2hoi: Text-guided 3d motion generation for hand-object interac- tion.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Text2hoi: Text-guided 3d motion generation for hand-object interac- tion

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.966948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b1732003-b11d-49d0-b7b6-c9d3ef86704c · outbound

This paper cites Arctic: A dataset for dexterous bimanual hand-object manipulation.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Arctic: A dataset for dexterous bimanual hand-object manipulation

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.951654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9be16cf5-d697-43cc-b6ea-0ad8c3d8bf04 · outbound

This paper cites Ego4d: Around the world in 3,000 hours of egocentric video.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Ego4d: Around the world in 3,000 hours of egocentric video

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.937698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fa1f45e6-51fa-40cf-b26b-49a64c562052 · outbound

This paper cites Ego-exo4d: Understanding skilled human activity from first-and third-person per- spectives.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Ego-exo4d: Understanding skilled human activity from first-and third-person per- spectives

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.922402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cd5f3963-9597-4e3b-9e32-d4c1a61d8347 · outbound

This paper cites Generating diverse and natural 3d human motions from text.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Generating diverse and natural 3d human motions from text

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.907068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 992762ac-71b0-4e47-ae2a-1a248f77b122 · outbound

This paper cites Tm2t: Stochastic and tokenized modeling for the reciprocal generation of 3d human motions and texts.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Tm2t: Stochastic and tokenized modeling for the reciprocal generation of 3d human motions and texts

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.890988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 08265600-e713-4d83-93c5-8d29cd800fc5 · outbound

This paper cites Deep residual learning for image recognition.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Deep residual learning for image recognition

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.875610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 898e75ba-44fd-4a40-ba4e-79845b6301a0 · outbound

This paper cites spaCy 2: Natural language understanding with Bloom embeddings, convolutional neural networks and incremental parsing.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities spaCy 2: Natural language understanding with Bloom embeddings, convolutional neural networks and incremental parsing

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.860761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4fe2558f-fba6-4d51-8759-fff258ca7664 · outbound

This paper cites 2d gaussian splatting for geometrically accurate radiance fields.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities 2d gaussian splatting for geometrically accurate radiance fields

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.845033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8b0f3cff-98a4-4941-9e25-e47a7242e27d · outbound

This paper cites Affordpose: A large-scale dataset of hand-object interactions with affordance-driven hand pose.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Affordpose: A large-scale dataset of hand-object interactions with affordance-driven hand pose

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.830409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c167e845-afd1-4949-9b5b-73867fc26f69 · outbound

This paper cites A Diversity-Promoting Objective Function for Neural Conversation Models.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities A Diversity-Promoting Objective Function for Neural Conversation Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T21:39:27.090068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f4ab463-a484-404a-a245-3a349f0976fe · outbound

This paper cites Rouge: A package for automatic evaluation of summaries.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Rouge: A package for automatic evaluation of summaries

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T21:39:27.094818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17ffc3d7-b4cf-44ab-b316-a144e3974128 · outbound

This paper cites Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T21:39:27.099151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36c5254b-59de-4b03-95f1-065cc4bd3068 · outbound

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

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Hoi4d: A 4d egocentric dataset for category-level human-object interaction

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.806076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 92ae2c5a-ccac-4824-946e-48dcca6f1971 · outbound

This paper cites Taco: Benchmarking generalizable bimanual tool-action-object understanding.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Taco: Benchmarking generalizable bimanual tool-action-object understanding

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.790474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 48049ce4-6b42-4e66-b742-a2e045a60365 · outbound

This paper cites Decoupled Weight Decay Regularization.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Decoupled Weight Decay Regularization

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T21:39:27.113087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dfb1342-d543-4b54-8ace-7e2398e7bc9d · outbound

This paper cites Wordnet: a lexical database for english.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Wordnet: a lexical database for english

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T21:39:27.117435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f66badc-71b5-430c-81d4-28a1a3686780 · outbound

This paper cites Instant neural graphics primitives with a multiresolution hash encoding.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Instant neural graphics primitives with a multiresolution hash encoding

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.765481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7f4aad5c-e266-4361-9a04-a00466f8eed8 · outbound

This paper cites Assemblyhands: Towards egocentric activity understanding via 3d hand pose estimation.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Assemblyhands: Towards egocentric activity understanding via 3d hand pose estimation

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.751035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 501492f8-d494-4b30-87e0-c2fdf9abad39 · outbound

This paper cites Open X-Embodiment: Robotic Learning Datasets and RT-X Models.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Open X-Embodiment: Robotic Learning Datasets and RT-X Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T21:39:27.130347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64b8d80a-bcb2-4147-9761-346abf9e7f86 · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities DINOv2: Learning Robust Visual Features without Supervision

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T21:39:27.135069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04e465c7-8f76-4d2f-9b18-1d03d0530b01 · outbound

This paper cites FoundPose: Unseen Object Pose Estimation with Foundation Features.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities FoundPose: Unseen Object Pose Estimation with Foundation Features

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T21:39:27.139559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55ed530c-50d9-411c-b5ea-3bfffe418d2e · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Bleu: a method for automatic evaluation of machine translation

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.736499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation daebd328-bbf9-4a29-b8be-6a1cf1141fae · outbound

This paper cites Reconstructing hands in 3d with transformers.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Reconstructing hands in 3d with transformers

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.721952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b4d46871-378c-44c2-9be0-3f0fbb4b9680 · outbound

This paper cites Glove: Global vectors for word representation.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Glove: Global vectors for word representation

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.707022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e2bfabf0-b1b8-4e12-81a5-817a3866a2fc · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities SAM 2: Segment Anything in Images and Videos

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T21:39:27.157937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 862216d7-957f-4e7b-8cdd-f943854a1581 · outbound

This paper cites Real-Time Flying Object Detection with YOLOv8.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Real-Time Flying Object Detection with YOLOv8

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T21:39:27.162560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5404e60c-186b-4fa4-8647-9a9e7795ebcf · outbound

This paper cites an unresolved cited work.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:39:27.691968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b94ffb24-6f31-455a-b840-a57f85902161 · outbound

This paper cites Embodied Hands: Modeling and Capturing Hands and Bodies Together.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Embodied Hands: Modeling and Capturing Hands and Bodies Together

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T21:39:27.172095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4878f786-b2d4-4423-9494-e593032fc8c3 · outbound

This paper cites Image quality assessment through fsim, ssim, mse and psnr—a compar- ative study.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Image quality assessment through fsim, ssim, mse and psnr—a compar- ative study

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.676744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d00516a1-fdf5-4c56-9f08-be55603ccad0 · outbound

This paper cites Mixture models for diverse machine translation: Tricks of the trade.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Mixture models for diverse machine translation: Tricks of the trade

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.661087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 197945d9-bc86-41a6-a151-7520f059c092 · outbound

This paper cites Human motion diffusion model.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Human motion diffusion model

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.644851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c79665fb-1c43-4542-8414-ca709fddcb53 · outbound

This paper cites Attention is all you need.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Attention is all you need

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.629883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 93196978-cc55-4f83-bc50-1707d47413c9 · outbound

This paper cites Detectron2.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Detectron2

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.613162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 75540392-f10e-4111-8dbe-b379fba3cfed · outbound

This paper cites InterDiff: Generating 3d human-object interactions with physics- informed diffusion.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities InterDiff: Generating 3d human-object interactions with physics- informed diffusion

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.596660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 21e2e301-3cc2-462f-8a63-efbea5f3afcc · outbound

This paper cites Oakink2: A dataset of bimanual hands-object manipulation in complex task completion.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Oakink2: A dataset of bimanual hands-object manipulation in complex task completion

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.581673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9955fa65-3bc3-48d7-95ca-266864ce2c6c · outbound

This paper cites Generating human motion from textual descriptions with discrete representations.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities Generating human motion from textual descriptions with discrete representations

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.566121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8f94fb08-790d-4fe1-a01a-eb27e9af2dad · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities The unreasonable effectiveness of deep features as a perceptual metric

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.550479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f66a1d2e-3c4a-4cd8-8c36-6a43cfd2c810 · outbound

This paper cites On the continuity of rotation representations in neural networks.

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities On the continuity of rotation representations in neural networks

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:39:27.535264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation c86210a2-7ca1-4e94-8243-14d86c96176f · inbound

BG-HOP: A Bimanual Generative Hand-Object Prior cites this paper.

BG-HOP: A Bimanual Generative Hand-Object Prior GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T05:40:31.930040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cffcf19f-b6ec-4a10-94d3-bfe2b32d95f9 · inbound

Bridging the Embodiment Gap: Disentangled Cross-Embodiment Video Editing cites this paper.

Bridging the Embodiment Gap: Disentangled Cross-Embodiment Video Editing GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-12T11:01:31.558785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 53dbfa4a-d967-4a5f-b0a3-137f77202206 · inbound

VEPHand: View-Efficient Photometric Hand Performance Capture at Scale cites this paper.

VEPHand: View-Efficient Photometric Hand Performance Capture at Scale GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-03T17:48:45.512247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.