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Paper Citation Record · LEDGER

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers

As of 10 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2507.11287.

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

pith.paper-citation-record.v1
2507.11287 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:15:42.304125Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

60 of 60 outbound references displayed

  • verified exact3
  • verified fuzzy50
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0bf3d474-17ce-4778-811a-bed84db6e5c4 · outbound

This paper cites Dexterous functional grasping.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Dexterous functional grasping

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation fb69c0f7-1f0f-4037-8990-023a3e990e32 · outbound

This paper cites Dexart: Benchmarking generalizable dexterous manipu- lation with articulated objects.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Dexart: Benchmarking generalizable dexterous manipu- lation with articulated objects

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.442428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 939daf0d-44f6-4216-a690-ccd577ab1785 · outbound

This paper cites Contactdb: Analyzing and predicting grasp contact via thermal imaging.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Contactdb: Analyzing and predicting grasp contact via thermal imaging

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.425660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.008152Z digest=sha256:3e299ecc976c7a22f958f20a39e87ce1532887dd7bec03149ce3fa5114d35217

Observation 92e30668-9602-436b-8567-d91ef815ca93 · outbound

This paper cites Contactpose: A dataset of grasps with object contact and hand pose.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Contactpose: A dataset of grasps with object contact and hand pose

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.409598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.012951Z digest=sha256:9cc9fc64fcbde174a74b2c8bb1900f556e27632c6ea83125051968b8c0cd4937

Observation a97784ae-bea8-4d0b-b8c8-39928f69b5c4 · outbound

This paper cites Braun, S.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Braun, S

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.392648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation cd197d5f-68de-43ea-926d-4e6944da141d · outbound

This paper cites Video generation models as world simulators.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Video generation models as world simulators

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.374973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation d6e0778a-1cb8-4bca-b198-d4077c002084 · outbound

This paper cites Reconstructing hand-object interactions in the wild.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Reconstructing hand-object interactions in the wild

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.357393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.028133Z digest=sha256:38f10a7c8bf257d701a018febdbe0934f9445a8790065b20d9cf135d35b631f1

Observation d773ab73-e19e-4f73-a74c-c2c7c88ab73c · outbound

This paper cites ShapeNet: An Information-Rich 3D Model Repository.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers ShapeNet: An Information-Rich 3D Model Repository

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T17:15:42.033343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:15:42.033343Z digest=sha256:2ddeba20094dc88f29deeec69f3323839dcb024fdb71ee378fdd8d3464982c15

Observation 8f05422e-4bf3-47c8-a667-2d7d1f54f1c2 · outbound

This paper cites Dexycb: A benchmark for capturing hand grasping of objects.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Dexycb: A benchmark for capturing hand grasping of objects

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.339707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.038529Z digest=sha256:29fe51ddff63215cad19c3cd0489c982cf5a7046b8093582a4715f2726b74afd

Observation ce139358-d5af-4493-a09b-616ea39ce7d9 · outbound

This paper cites Handoversim: A simulation framework and benchmark for human-to-robot object han- dovers.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Handoversim: A simulation framework and benchmark for human-to-robot object han- dovers

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.322270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.042781Z digest=sha256:2c971aec927513a731628d969ce65633286e54899a58bb78ecf085ffecd31d67

Observation 1719b5b9-13ad-4262-9375-b99d13504a53 · outbound

This paper cites Alignsdf: Pose-aligned signed distance fields for hand-object reconstruction.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Alignsdf: Pose-aligned signed distance fields for hand-object reconstruction

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.306058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.046899Z digest=sha256:f9a3f4633eec0ac40b508cfee0bdbea5496fbb737ba0f01a3450547753b826e8

Observation 7fac1f88-7b04-4894-8c4c-cd3a1f260011 · outbound

This paper cites Diffusion Policy: Visuomotor Policy Learning via Action Diffusion.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Diffusion Policy: Visuomotor Policy Learning via Action Diffusion

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T17:15:42.052300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:15:42.052300Z digest=sha256:ec96b4687e2032fc23beb015485177dfb63c93aa34fbd39e8b7f2db820870cd4

Observation 6e4ad154-db5f-420b-a634-2c565e25d63d · outbound

This paper cites D-grasp: Physically plausible dynamic grasp synthesis for hand-object interac- tions.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers D-grasp: Physically plausible dynamic grasp synthesis for hand-object interac- tions

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.288935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.057244Z digest=sha256:969abb7e9998909c1123f1e745e0786b2dc4f5da71b9d1ce9ebaf78965305541

Observation 71d23a09-5cbd-49fa-9898-5318838ef86c · outbound

This paper cites SynH2R: Synthesizing Hand-Object Motions for Learning Human-to-Robot Handovers.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers SynH2R: Synthesizing Hand-Object Motions for Learning Human-to-Robot Handovers

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:15:42.449878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.062592Z digest=sha256:3e24032217a1149b162b792715c317659f415d1b3ef06457dfb4f442a2668184

Observation 26432b81-4711-43b2-a770-26a4541f6611 · outbound

This paper cites Ganhand: Predicting human grasp affordances in multi-object scenes.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Ganhand: Predicting human grasp affordances in multi-object scenes

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.270361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.067256Z digest=sha256:740b5ddf156151e5f9d2fac4be7bd4dd6a2becdc40c4c08e77bd14363d9bee8d

Observation 44d1cc34-50ae-4d4d-a774-3a26021441b8 · outbound

This paper cites Pybullet, a python mod- ule for physics simulation for games, robotics and machine learning.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Pybullet, a python mod- ule for physics simulation for games, robotics and machine learning

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.251228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.072236Z digest=sha256:4c91cd197972f9aa84ff9226d467bf1d6de8299648657818d4a935e91caa3e7a

Observation d6bd44ad-1c6b-4fed-b6c9-5ea9527f8224 · outbound

This paper cites First-person hand action bench- mark with rgb-d videos and 3d hand pose annotations.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers First-person hand action bench- mark with rgb-d videos and 3d hand pose annotations

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.233531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.077363Z digest=sha256:9b7919da39c252aecc5257dd24b765b221f94bc958e56551d4092a2b948ba73b

Observation d9f95ec5-f99b-4217-bf28-a81358c4dd98 · outbound

This paper cites Con- tactopt: Optimizing contact to improve grasps.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Con- tactopt: Optimizing contact to improve grasps

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.216584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.081863Z digest=sha256:1bd86da890b96bb1f718c071123270ee1f21dee8684ea60524815e6d3e74f714

Observation 05726ba6-07a3-4542-82f8-8393d31c3557 · outbound

This paper cites Honnotate: A method for 3d annotation of hand and object poses.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Honnotate: A method for 3d annotation of hand and object poses

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.198958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.088382Z digest=sha256:dc81f9362cb4e32d26721e902a1c5a842c95227d1b05745d881ec56f5aaf6ccd

Observation b14ad048-262e-452c-9c03-f4b7629ae24d · outbound

This paper cites Black, Ivan Laptev, and Cordelia Schmid.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Black, Ivan Laptev, and Cordelia Schmid

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.182641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.093200Z digest=sha256:32b8c08907ecf180f4a394ae2c61dfbfe1cf68a84aa2bc46fc06408134a9683a

Observation fdc2c5ee-fbe8-4a83-a0eb-01031557070c · outbound

This paper cites Denoising dif- fusion probabilistic models.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Denoising dif- fusion probabilistic models

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.165501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.097771Z digest=sha256:c804d355c87c6bf7d18c7c435b2c5b0fbebc01948a1e3bb28eae05404e2c44b5

Observation 4661ec37-e7f9-4279-9f31-e6d702f91247 · outbound

This paper cites Diffusion- based generation, optimization, and planning in 3d scenes.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Diffusion- based generation, optimization, and planning in 3d scenes

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.148297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.102811Z digest=sha256:265350c65bbffae801623a533406d42e396380bfcecb4a6e24adca5912ef5b13

Observation 4d8712f3-3e1d-4c95-9dbe-242263f42630 · outbound

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

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Affordpose: A large-scale dataset of hand-object inter- actions with affordance-driven hand pose

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.133449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.107407Z digest=sha256:7a48698194dbc1a6e6e5c297cd7be0755ff241ddad1946ac1972753507cfb6bf

Observation c9edaa30-2d56-4bc4-8b37-12793295f4d1 · outbound

This paper cites Hand-object contact consistency reasoning for human grasps generation.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Hand-object contact consistency reasoning for human grasps generation

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.118122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.111740Z digest=sha256:9012bf80b3e2f8f8c0f47c2500d6265a132195af7b4b2e4e33403dd39c0ba9a4

Observation 19e40a53-93e1-4f19-8990-8d7420fbf0e3 · outbound

This paper cites Grasp- ing field: Learning implicit representations for human grasps.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Grasp- ing field: Learning implicit representations for human grasps

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.100816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.116110Z digest=sha256:83caeae9475c5285266ed7c308ca0e10b73fd91c5f7183817778f2d293d73272

Observation 2fbc0d33-49b8-41fb-ad13-6edf2a96b668 · outbound

This paper cites A skeleton-driven neural occupancy representation for articulated hands.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers A skeleton-driven neural occupancy representation for articulated hands

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.085584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.120869Z digest=sha256:1c1497bba50cc06fc65d55edfb83b500e6c8314a8638898662a77cc971feddb3

Observation b0a25f3f-6772-4145-b80f-d7d6c1730b49 · outbound

This paper cites Neuralgrasps: Learning implicit representations for grasps of multiple robotic hands.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Neuralgrasps: Learning implicit representations for grasps of multiple robotic hands

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.066280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.124873Z digest=sha256:f579f32e141d50ebf2e2a1511de809c5eb1c65c1b58ffa872f72d0be405f5faa

Observation 008bc2af-5197-42d7-ada1-f0c50b49c3d7 · outbound

This paper cites Contact2Grasp: 3D Grasp Synthesis via Hand-Object Contact Constraint.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Contact2Grasp: 3D Grasp Synthesis via Hand-Object Contact Constraint

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:15:42.421278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.129674Z digest=sha256:fe41f6aa98724cc04c6637568e904b40d8100b42d64957dd206139e52b4d1995

Observation b69f44cf-9fa7-4733-84c2-2a30400dcf55 · outbound

This paper cites DexRepNet: Learning Dexterous Robotic Grasping Network with Geometric and Spatial Hand-Object Representations.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers DexRepNet: Learning Dexterous Robotic Grasping Network with Geometric and Spatial Hand-Object Representations

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:15:42.396624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.134833Z digest=sha256:995b13535e193b7f48116caf49f0b5a39e991e9dd9887a3eacf6db8c1591aa55

Observation 55588dc7-e490-4b33-857f-267ade9c9001 · outbound

This paper cites Semi-supervised 3d hand-object poses es- timation with interactions in time.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Semi-supervised 3d hand-object poses es- timation with interactions in time

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.047175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.140325Z digest=sha256:f80b357ec6205149d7a5a64660718bd4baa1c53591e9a6c06cdda0f019ef8d00

Observation 91938bf3-9782-43a3-96a4-149cb753b68b · outbound

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

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Joint hand motion and interaction hotspots prediction from egocentric videos

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.027384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.144844Z digest=sha256:08d43f8978de10860f4b10ad63b4f83ee515c0974f8b4b9e1d1073a0abc34b82

Observation 65189499-6d3a-477e-a65d-0831e557f8f8 · outbound

This paper cites Contactgen: Generative contact modeling for grasp generation.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Contactgen: Generative contact modeling for grasp generation

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:43.003965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.149547Z digest=sha256:eed7d325762ed523689fdf357ca033673f5804ec619f781958e15a6486ee834b

Observation 4a148165-aaa7-4bad-a500-407f37497d19 · outbound

This paper cites Dexvip: Learning dexterous grasping with human hand pose priors from video.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Dexvip: Learning dexterous grasping with human hand pose priors from video

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:42.983850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.153876Z digest=sha256:ab436469fc8edd2ce513de21e2487ce378f62ec490d361c63a4cfc0b0cabe350

Observation f2b333e2-7b61-484b-affb-c0e3c76b5341 · outbound

This paper cites Point-E: A System for Generating 3D Point Clouds from Complex Prompts.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Point-E: A System for Generating 3D Point Clouds from Complex Prompts

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T17:15:42.158343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:15:42.158343Z digest=sha256:c833703c553a094230074d7ac47618f3dbddd565dc2b588becf69ef4236817d6

Observation e5a5884f-df4f-4e9c-98f9-5fe554e30968 · outbound

This paper cites Pointnet++: Deep hierarchical feature learning on point sets in a metric space.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Pointnet++: Deep hierarchical feature learning on point sets in a metric space

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:42.965900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.163040Z digest=sha256:9c581ad3d0827c5033284c4b2929734969ff7cb0b75c53c5d36ed1d9a8732374

Observation efbf7622-f844-4e1d-b1bd-f3f42cce6068 · outbound

This paper cites Dexmv: Imitation learning for dexterous manipulation from human videos.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Dexmv: Imitation learning for dexterous manipulation from human videos

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:42.945214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.168325Z digest=sha256:46a553b399f04e3483caa8703ba8d59eed1ee27fbb49aa598ef5054ddcf7db30

Observation deaed78b-505c-46a8-b26f-e34f4aa1ff62 · outbound

This paper cites an unresolved cited work.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:15:42.924459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.173802Z digest=sha256:8e418146e3ac5bb6b944683e978c363a8df1df84abcc1381404beaced39dbe05

Observation b648fadf-d892-46f2-a372-b808078bae0c · outbound

This paper cites Photorealistic text-to-image diffusion models with deep language understanding.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Photorealistic text-to-image diffusion models with deep language understanding

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:42.903030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.184897Z digest=sha256:6dc3e859d1f81f43ab8ea7ff58558d398d3365ff3d4a35335c2ab0175481363b

Observation 69abb976-663c-48a4-b58b-844b93ab31ee · outbound

This paper cites Understanding human hands in contact at inter- net scale.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Understanding human hands in contact at inter- net scale

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T17:15:42.193579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:15:42.193579Z digest=sha256:c803af0c4b371f3a0103ed424c37925197c779e7a62505884b806fe72867df18

Observation 34779396-4a9b-4317-bc94-5f099f35b255 · outbound

This paper cites Learning structured output representation using deep conditional gen- erative models.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Learning structured output representation using deep conditional gen- erative models

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:42.869829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.210047Z digest=sha256:ed515946ceca5e58b5549aad17baade4c47bed496b9d45529c396f8d7463e42f

Observation 5c07c2c3-4a2a-4639-8804-e42544abff38 · outbound

This paper cites Augmented reality and robotics: A sur- vey and taxonomy for ar-enhanced human-robot interaction and robotic interfaces.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Augmented reality and robotics: A sur- vey and taxonomy for ar-enhanced human-robot interaction and robotic interfaces

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:42.849936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.215050Z digest=sha256:0e76472ee3a6818b82e2f2d7003c839992c081d128db02cb361a1c09670106b1

Observation 7624880b-0a2d-4ad0-baa8-3cae260164cf · outbound

This paper cites Grab: A dataset of whole-body human grasp- ing of objects.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Grab: A dataset of whole-body human grasp- ing of objects

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:42.825541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.219331Z digest=sha256:1f227aa60febd2053a20a0d1c2aab1a0c0c180d3c1d93bfe69d6918703025a9d

Observation 1f9a35c4-b576-4193-98ca-c56184d1545d · outbound

This paper cites Taheri, V.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Taheri, V

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:42.803786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.223806Z digest=sha256:a5ba4ebe901c41818c427d08da46dc748221a81321bb131bb9f2ec25827c453d

Observation b86ba511-a391-4919-adf2-a0005287feec · outbound

This paper cites Egodistill: Egocentric head motion distillation for efficient video understanding.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Egodistill: Egocentric head motion distillation for efficient video understanding

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:42.782809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.228824Z digest=sha256:d859e14ec509b4762c20da0636e0a5cb819a897c89cb674497d41901e355a372

Observation a42dafb7-3297-4d5e-8835-500d3224e53e · outbound

This paper cites Flex: Full- body grasping without full-body grasps.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Flex: Full- body grasping without full-body grasps

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:42.761308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.233766Z digest=sha256:f7fcdf100835263eec55217e7c7045b0ed576f9306315b81c365f475a447a1ed

Observation 81b628a6-569d-469a-928a-704691483005 · outbound

This paper cites Human motion diffu- sion model.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Human motion diffu- sion model

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:42.742201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.238645Z digest=sha256:e8889ca12ae493cfc85e21c9aeedf9f85d20b9ddaf8c6500eafe342db5186304

Observation 2dcc9d34-6736-44c4-a275-09e136a0af38 · outbound

This paper cites Attention is all you need.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Attention is all you need

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T17:15:42.243321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:15:42.243321Z digest=sha256:447710f415c309fee1a252a901971efa957ee95c42cc40d0857d5579d64babc9

Observation 50db4452-4d43-4a83-855f-5214766af176 · outbound

This paper cites UniDexGrasp++: Improving Dexterous Grasping Policy Learning via Geometry-aware Curriculum and Iterative Generalist-Specialist Learning.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers UniDexGrasp++: Improving Dexterous Grasping Policy Learning via Geometry-aware Curriculum and Iterative Generalist-Specialist Learning

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T17:15:42.247588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:15:42.247588Z digest=sha256:0ab1ab3519898219fda5062d9b22ff0bb921bb919dc360755508397d0fd95652

Observation 89c6fbe6-f612-416e-8a17-65c045fdc3fe · outbound

This paper cites Dexgraspnet: A large-scale robotic dexterous grasp dataset for general ob- jects based on simulation.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Dexgraspnet: A large-scale robotic dexterous grasp dataset for general ob- jects based on simulation

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:42.711117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.251806Z digest=sha256:6227cb88502f2600a32a2dc39f991456649586d504fe0976a8bfcb8c27c550b0

Observation d3b56e06-94e2-4802-afef-3b5589ff1d9d · outbound

This paper cites Learning score-based grasping primitive for human-assisting dexterous grasping.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Learning score-based grasping primitive for human-assisting dexterous grasping

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:42.692739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.256172Z digest=sha256:97c72a192fd1e5cc412b30415d5f2e923f47a72d747380576564b4645ad265fc

Observation e58c745e-420c-4f47-91f0-2a140a1f7b3b · outbound

This paper cites Learning generalizable dexterous manipulation from human grasp af- fordance.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Learning generalizable dexterous manipulation from human grasp af- fordance

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:42.674938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.260603Z digest=sha256:d374fb8f4f0b958d85e177753134d37e0806f15b2020e03964fad354f2c6e8ce

Observation c2cc5e51-a265-497c-8168-4d228dda1fea · outbound

This paper cites Unidexgrasp: Universal robotic dexterous grasping via learning diverse proposal generation and goal-conditioned policy.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Unidexgrasp: Universal robotic dexterous grasping via learning diverse proposal generation and goal-conditioned policy

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:42.655165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.265145Z digest=sha256:9b636d8cbb91c34a13b51720e5849ec81b11af93a9500ab8ec4075d9bd579b8b

Observation 4aee9831-802d-48e2-9d65-1b911d4609c8 · outbound

This paper cites Oakink: A large-scale knowledge repos- itory for understanding hand-object interaction.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Oakink: A large-scale knowledge repos- itory for understanding hand-object interaction

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:42.638410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.269612Z digest=sha256:07c2f094c45fdf2b53a79ecfbe1fcc8099107577f577e63ecf45cb8a9a65ae2f

Observation 3a9d7b39-c5f0-4d29-a0bc-5282a15be04d · outbound

This paper cites Diffusion-guided reconstruction of everyday hand- object interaction clips.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Diffusion-guided reconstruction of everyday hand- object interaction clips

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:42.620420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.273900Z digest=sha256:80d87db287184f56fed3b03a0a1116243e52a999a60a64c1e6357f3e30345a16

Observation 61bc7053-f3c6-4ccf-809d-6d77314affe3 · outbound

This paper cites Affordance diffusion: Synthesizing hand-object interac- tions.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Affordance diffusion: Synthesizing hand-object interac- tions

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:42.601680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.279169Z digest=sha256:cb332d44bf35172fbffe3ea6aa66d7b1958fb073331d3d224bed60cae88fb709

Observation 370767c5-4b02-4da9-a0d8-c966d90c790e · outbound

This paper cites Graspxl: Generating grasping motions for di- verse objects at scale.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Graspxl: Generating grasping motions for di- verse objects at scale

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:42.582027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.284639Z digest=sha256:58c0d4137cc0995bd44ff5d266523799ea3c2604f3e484da0b46612984f02d9f

Observation ac9cfdd3-419e-4b02-91e0-ac482a4ebdb2 · outbound

This paper cites Arti- Grasp: Physically Plausible Synthesis of Bi-Manual Dexter- ous Grasping and Articulation.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Arti- Grasp: Physically Plausible Synthesis of Bi-Manual Dexter- ous Grasping and Articulation

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:42.563564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.289468Z digest=sha256:5eade511f8ded994c2727365f18d5d2c73270cd38fa44e83adb8f110544ecb42

Observation 4bafb3ca-0daf-4078-9d39-db0bb2a647e8 · outbound

This paper cites CAMS: CAnonicalized Manipulation Spaces for Category-Level Functional Hand-Object Manipulation Syn- thesis.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers CAMS: CAnonicalized Manipulation Spaces for Category-Level Functional Hand-Object Manipulation Syn- thesis

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:42.544389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.294202Z digest=sha256:f3a8dbee25337160e8e8f8b61f7551c29a2202f4c41eb4080b83cdead747954b

Observation a3236465-d3ba-4ba2-8e70-9d322cf91be7 · outbound

This paper cites Toward human-like grasp: Functional grasp by dex- terous robotic hand via object-hand semantic representation.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Toward human-like grasp: Functional grasp by dex- terous robotic hand via object-hand semantic representation

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:42.525448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.299219Z digest=sha256:6f4d593c14d0af46fc4dfc196cbea88969c40d9de1fd5e439e4208dba93b226a

Observation b32f43a1-e014-43a9-8d41-26a1f958c414 · outbound

This paper cites Understanding tools: Task-oriented object modeling, learning and recogni- tion.

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers Understanding tools: Task-oriented object modeling, learning and recogni- tion

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:15:42.507464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:15:42.304125Z digest=sha256:08d28cca77558c0f45e0a7ccd5c2a2ffa0db8851faab322064115d4fdf85c6cf

Pith citing papers

No inbound Pith citation observations are available.