Paper Citation Record · LEDGER

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes

As of 21 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 1 inbound Pith citation observation for arXiv:2505.12774.

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

pith.paper-citation-record.v1
2505.12774 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:32:42.923245Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T20:10:16.038861Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T22:10:50.055699Z

Reference resolution

43 of 43 outbound references displayed

verified exact1
verified fuzzy24
unresolved17
parse uncertain0
malformed identifier1
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cc81b98c-fbc7-47f6-bcda-53d5771dce84 · outbound

This paper cites Language model beats diffusion – tokenizer is key to visual generation,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Language model beats diffusion – tokenizer is key to visual generation,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:43.405855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1467b155-7cbd-4373-b6ec-6922e3ebdb3a · outbound

This paper cites Deep unsupervised learning using nonequilibrium thermodynamics,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Deep unsupervised learning using nonequilibrium thermodynamics,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:43.396163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 21b210f1-86d4-4e72-9173-150392c55c34 · outbound

This paper cites Action2motion: Conditioned generation of 3d human motions,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Action2motion: Conditioned generation of 3d human motions,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:43.385755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 241a7760-d59d-49c4-8813-cc6a7e8cbbca · outbound

This paper cites TEMOS: Generating diverse human motions from textual descriptions,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes TEMOS: Generating diverse human motions from textual descriptions,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:43.374683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 45189b04-099b-4f04-8060-98c945aff8a1 · outbound

This paper cites Actformer: A gan-based transformer towards general action-conditioned 3d human motion gen- eration,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Actformer: A gan-based transformer towards general action-conditioned 3d human motion gen- eration,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:43.364915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0640dfe3-e5dd-4631-87a0-051870ab8ef3 · outbound

This paper cites Human motion diffusion model,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Human motion diffusion model,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:43.355302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 07977c89-5672-4274-a3fd-72541475e5e7 · outbound

This paper cites Mofusion: A framework for denoising-diffusion-based motion synthesis,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Mofusion: A framework for denoising-diffusion-based motion synthesis,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:43.345022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b4aea4d7-cffb-4fad-a8c3-e6ca4ac550a7 · outbound

This paper cites Mo- tiondiffuse: Text-driven human motion generation with diffusion model,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Mo- tiondiffuse: Text-driven human motion generation with diffusion model,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:42.805328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f933bd6f-25eb-4881-a762-85f3b062e8ad · outbound

This paper cites Flame: Free-form language-based motion synthesis & editing,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Flame: Free-form language-based motion synthesis & editing,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:43.327916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 654fb0e1-e2a6-4c5d-95aa-9949d988c3cf · outbound

This paper cites Executing your commands via motion diffusion in latent space,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Executing your commands via motion diffusion in latent space,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:43.316685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1a845e12-d54a-46d4-9bf8-67497d021a85 · outbound

This paper cites T2m-gpt: Generating human motion from textual descriptions with discrete representations,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes T2m-gpt: Generating human motion from textual descriptions with discrete representations,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:43.304821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation eb3d3628-e48b-4814-b86a-9306bed3b624 · outbound

This paper cites Motiongpt: Human motion as a foreign language,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Motiongpt: Human motion as a foreign language,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:42.817595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5230226e-8383-4bbc-8fab-a80f142f8eb9 · outbound

This paper cites Momask: Generative masked modeling of 3d human motions,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Momask: Generative masked modeling of 3d human motions,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:42.820845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2eeb619a-b26c-4dc7-b52b-e761e9854d64 · outbound

This paper cites Attt2m: Text-driven hu- man motion generation with multi-perspective attention mechanism,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Attt2m: Text-driven hu- man motion generation with multi-perspective attention mechanism,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:42.824232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02e3924a-9bc1-4f9d-9615-0bc9b5edba06 · outbound

This paper cites Amd: Au- toregressive motion diffusion,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Amd: Au- toregressive motion diffusion,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:43.273719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a4d1c666-8ddc-4c27-84c4-30efbeff762c · outbound

This paper cites Interactive character control with auto-regressive motion diffusion models,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Interactive character control with auto-regressive motion diffusion models,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:43.262958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation aaf1c61d-1e7e-40e6-b574-d144c29d8d94 · outbound

This paper cites Autoregressive Image Generation without Vector Quantization.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Autoregressive Image Generation without Vector Quantization

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:42.834433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00fd6731-b2bb-4fb0-8bb5-861ec60685b1 · outbound

This paper cites Human- ise: Language-conditioned human motion generation in 3d scenes,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Human- ise: Language-conditioned human motion generation in 3d scenes,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:43.252253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 09557de1-c861-4325-931f-8edc855cca78 · outbound

This paper cites Long-term human motion prediction with scene context,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Long-term human motion prediction with scene context,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:43.242991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f4af46e1-b69c-4699-8b24-7e4dc2bfd43b · outbound

This paper cites Playing for benchmarks,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Playing for benchmarks,

Reference 20

Resolution: malformed identifier; no resolver link, observed 2026-08-15T20:32:42.845019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fc6ac2d-4bbe-48d2-a90c-17bf3d4027c9 · outbound

This paper cites Resolving 3D human pose ambiguities with 3D scene constraints,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Resolving 3D human pose ambiguities with 3D scene constraints,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:43.232982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 847eb80a-878f-4a81-a0f5-7167f92d043f · outbound

This paper cites Popu- lating 3D scenes by learning human-scene interaction,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Popu- lating 3D scenes by learning human-scene interaction,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:42.852922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 366791ca-28e6-457f-83b3-6f594106c3e1 · outbound

This paper cites MIME: Human-aware 3D scene generation,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes MIME: Human-aware 3D scene generation,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:43.214946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 58bf73b3-df45-4232-84fa-74cd03879987 · outbound

This paper cites PhysHOI: Physics-Based Imitation of Dynamic Human-Object Interaction.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes PhysHOI: Physics-Based Imitation of Dynamic Human-Object Interaction

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:42.860662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10a7d5e4-b7f4-42d2-98a1-b63d58e8e4f7 · outbound

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

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes InterDiff: Generating 3d human-object interactions with physics-informed diffusion,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:43.203015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8426ed0c-f7e1-454c-9f06-c9a268baf3b4 · outbound

This paper cites Cg-hoi: Contact-guided 3d human-object in- teraction generation,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Cg-hoi: Contact-guided 3d human-object in- teraction generation,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:43.190939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c6623e27-b173-40a2-b679-105538153574 · outbound

This paper cites HOI-Diff: Text-Driven Synthesis of 3D Human-Object Interactions using Diffusion Models.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes HOI-Diff: Text-Driven Synthesis of 3D Human-Object Interactions using Diffusion Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:42.870119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fef1460d-9ac9-4f4f-a80b-65747875ab34 · outbound

This paper cites THOR: Text to Human-Object Interaction Diffusion via Relation Intervention.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes THOR: Text to Human-Object Interaction Diffusion via Relation Intervention

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:42.873267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 814aba81-2db2-411a-a752-ac03daad1f36 · outbound

This paper cites Controllable Human-Object Interaction Synthesis.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Controllable Human-Object Interaction Synthesis

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:42.876622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d33279ad-f4e7-4e97-89f1-c578b7de41f0 · outbound

This paper cites Interdreamer: Zero- shot text to 3d dynamic human-object interaction,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Interdreamer: Zero- shot text to 3d dynamic human-object interaction,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:42.880150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6635f556-a7ba-49e3-9bc4-6a1d0862dd65 · outbound

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

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Pointnet++: Deep hierarchical feature learning on point sets in a metric space,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:42.883011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23b30ff5-6eed-424b-b960-90df4a262015 · outbound

This paper cites Point transformer,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Point transformer,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:43.173296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ef30b40f-c3e1-43f9-a8a3-3c2339b08303 · outbound

This paper cites Scaling up dynamic human-scene interaction modeling,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Scaling up dynamic human-scene interaction modeling,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:43.163282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f53334b8-19bd-4066-8ea1-ad3ff335b8c8 · outbound

This paper cites Au- tonomous character-scene interaction synthesis from text instruction,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Au- tonomous character-scene interaction synthesis from text instruction,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:43.151955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8fb8f20f-0dff-4a57-8ebd-de7a7715effa · outbound

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

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Diffusion-based generation, optimization, and planning in 3d scenes,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:43.140686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 435555b8-9d24-4bf3-a7c5-1642781caeda · outbound

This paper cites Unified human-scene interaction via prompted chain- of-contacts,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Unified human-scene interaction via prompted chain- of-contacts,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:43.129872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a9b4318f-f144-412c-b802-6c4e27cf457d · outbound

This paper cites Orbit: A unified simulation framework for interactive robot learning environments,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Orbit: A unified simulation framework for interactive robot learning environments,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:42.902377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d417898e-a3e4-444b-9577-cf5ee9c997f6 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes An image is worth 16x16 words: Transformers for image recognition at scale,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:42.905305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd6c6309-c90b-48a4-b01c-a1a86a6db8b7 · outbound

This paper cites Denoising diffusion implicit models,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Denoising diffusion implicit models,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:42.909488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8359e944-a5d8-450b-82fc-3c0c0a1f0c8d · outbound

This paper cites Classifier-free diffusion guidance,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Classifier-free diffusion guidance,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:42.912809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c229b4ea-6ada-4725-88c7-227fe9cf556c · outbound

This paper cites Auto-Regressive Diffusion for Generating 3D Human-Object Interactions.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Auto-Regressive Diffusion for Generating 3D Human-Object Interactions

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-08-15T20:32:42.968746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a3c79726-af2e-46eb-83eb-407c5bdddb50 · outbound

This paper cites DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:42.919772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c97fae08-f997-4908-bd06-19525cb1a900 · outbound

This paper cites Guided motion diffusion for controllable human motion synthesis,.

UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes Guided motion diffusion for controllable human motion synthesis,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:43.095878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation e4509f68-449e-4157-9b70-51915f58cc56 · inbound

InfBaGel: Human-Object-Scene Interaction Generation with Dynamic Perception and Iterative Refinement cites this paper.

InfBaGel: Human-Object-Scene Interaction Generation with Dynamic Perception and Iterative Refinement UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:10:50.063033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.