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Paper Citation Record · LEDGER

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments

As of 8 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2506.00083.

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

pith.paper-citation-record.v1
2506.00083 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:36:37.219837Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

55 of 55 outbound references displayed

  • verified exact1
  • verified fuzzy33
  • unresolved19
  • parse uncertain1
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 53062fc7-36a7-47ad-95ad-5bc99187ae21 · outbound

This paper cites Hierarchical open-vocabulary 3d scene graphs for language-grounded robot navigation.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Hierarchical open-vocabulary 3d scene graphs for language-grounded robot navigation

Reference 1

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:32.432538Z digest=sha256:3e00b30b824695484c1f9ad8b444bc07427ecfd42888ae37d05de3fe49f26e5b

Observation 23d18cfe-0819-4422-aeaa-6e3edf9de0a9 · outbound

This paper cites Clio: Real-time task-driven open-set 3d scene graphs.IEEE Robotics and Automation Letters, 9(10):8921–8928, 2024.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Clio: Real-time task-driven open-set 3d scene graphs.IEEE Robotics and Automation Letters, 9(10):8921–8928, 2024

Reference 2

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation ea7dea53-1ba5-4f5f-bbd6-036da6cc23cb · outbound

This paper cites Topo-field: Topometric mapping with brain-inspired hierarchical layout-object-position fields.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Topo-field: Topometric mapping with brain-inspired hierarchical layout-object-position fields

Reference 3

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:32.599075Z digest=sha256:5335bd41ec6e0667c98ab6e8d04c5059db73e40ac185389273e35e5b2909b99d

Observation c27a055c-9c61-46d7-a061-8d3272a9ad8f · outbound

This paper cites Topomap: Topological mapping and navigation based on visual slam maps.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Topomap: Topological mapping and navigation based on visual slam maps

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:43.862871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:32.668809Z digest=sha256:699d52d14a8c107338118528e6c2744582fae29ecc38c89bdc7a3849f2b1241f

Observation 31773153-cc93-48b3-8612-891d7c60c139 · outbound

This paper cites Hybrid topological and 3d dense mapping through autonomous explo- ration for large indoor environments.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Hybrid topological and 3d dense mapping through autonomous explo- ration for large indoor environments

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:43.677806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:32.750754Z digest=sha256:1889c872792801880028bebdc72bf419257c9b43de88731ec8928c246bb54929

Observation ff9a0c11-7165-4cf0-a3aa-38f932a2c6ec · outbound

This paper cites McGill University (Canada), 2015.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments McGill University (Canada), 2015

Reference 6

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:32.833422Z digest=sha256:3ca3390a9a01d373c6ce219c3a2318ed0efe563f469ae6cb76af294b73a460fc

Observation fd26b6e9-f049-46b9-8b7e-231d758fda8e · outbound

This paper cites Uncertainty reduction via heuristic search planning on hybrid metric/topological map.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Uncertainty reduction via heuristic search planning on hybrid metric/topological map

Reference 7

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:32.941467Z digest=sha256:f1a7732f962818b8fa24a0ddc8ba356f0a7693c139d543121bd1e11622037d3c

Observation 089d2bff-c644-4103-882d-8e7784f41914 · outbound

This paper cites Hmaps-hybrid height- voxel maps for environment representation.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Hmaps-hybrid height- voxel maps for environment representation

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:43.072485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:33.022838Z digest=sha256:201e02186a97bff0fa6d94fe92a187f1602eedeb5862078112f83196de5a8316

Observation 7fef3e20-f65b-4ecd-8cf2-5b70a60a34c6 · outbound

This paper cites Srinivasan, Matthew Tancik, Jonathan T.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Srinivasan, Matthew Tancik, Jonathan T

Reference 9

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:33.110176Z digest=sha256:37e8ce5230538aa8e18ab6c4f5f3e71bf16b6760c2e720c3e532bb8e5130666c

Observation b6f54b30-fe58-4c30-aaad-0be4f1b81c0e · outbound

This paper cites 3d gaussian splatting for real-time radiance field rendering.ACM Transactions on Graphics, 42(4), July 2023.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments 3d gaussian splatting for real-time radiance field rendering.ACM Transactions on Graphics, 42(4), July 2023

Reference 10

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no resolver link, observed 2026-08-07T12:36:33.196825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:36:33.196825Z digest=sha256:a071b5a081412c5b180ac44bc27b0af7a25e2efa27123958d201c5ec75c4c45a

Observation c2b02f65-ba9b-4dab-9825-9129fa24d15d · outbound

This paper cites 4d gaussian splatting for real-time dynamic scene rendering.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments 4d gaussian splatting for real-time dynamic scene rendering

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T12:36:33.322193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:36:33.322193Z digest=sha256:77246e567e34684436b1f91b2916c4c77f3f5a670b558a6e06a3f35d9ec9e721

Observation 944c562a-3afb-4a22-87cf-667a883b584c · outbound

This paper cites HyperReel: High-fidelity 6-DoF video with ray- conditioned sampling.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments HyperReel: High-fidelity 6-DoF video with ray- conditioned sampling

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:42.752550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:33.409669Z digest=sha256:eb0e4b52abad589ca99084e9838a5e502d859b02691aa0849dca6208f5072426

Observation a6b3e773-1e74-4ebf-b8e0-1eaaba19a072 · outbound

This paper cites Hexplane: A fast representation for dynamic scenes.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Hexplane: A fast representation for dynamic scenes

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:42.577364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:33.474834Z digest=sha256:ca1e73a97b3769c851ee8b618daf74a564f3f9337b4d15c121dfdfe353597ab3

Observation a98478af-face-4e73-9733-30363974a1b2 · outbound

This paper cites K-planes: Explicit radiance fields in space, time, and appearance.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments K-planes: Explicit radiance fields in space, time, and appearance

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:42.420568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:33.547317Z digest=sha256:10839420f640f559ce6c535db29613ac6bdd89564441cb24ec6660f95aa04c1c

Observation c64af321-5b13-4f3b-820f-3a7699833557 · outbound

This paper cites Panoptic video scene graph generation.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Panoptic video scene graph generation

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:42.220808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:33.632232Z digest=sha256:1d451410d95b48174eacf058d3ceaa8d7501dfa5ad401726127b796526bc2027

Observation 4052359c-544f-4a42-a260-e8eeb466b982 · outbound

This paper cites 4d panoptic scene graph generation.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments 4d panoptic scene graph generation

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:42.064887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:33.714299Z digest=sha256:f399c7c7b3aef01fb4479dc5880cb82455931fc2028396b0d7d4dff363873bff

Observation b6db1782-54ef-4b84-ab14-e3505909c3e4 · outbound

This paper cites Dynamic view synthesis from dynamic monocular video.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Dynamic view synthesis from dynamic monocular video

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:41.872911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:33.786531Z digest=sha256:0089e8ecb4005f6527c65d4b53e572020981c6591e9ee01dec150545a9377749

Observation f04717cf-f3ec-46bd-b444-40c6a7f58f4e · outbound

This paper cites Neural scene flow fields for space-time view synthesis of dynamic scenes.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Neural scene flow fields for space-time view synthesis of dynamic scenes

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T12:36:33.867671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:36:33.867671Z digest=sha256:c4ebe92819f05daf1590ff2650ff0944bcc1ad62bc66bf0776c3486c949edb0a

Observation 3a777d7c-e947-4869-bfcc-fd395e75e50b · outbound

This paper cites Neural 3d video synthesis from multi-view video.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Neural 3d video synthesis from multi-view video

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T12:36:33.959788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:36:33.959788Z digest=sha256:4f064e66c20bee8a6237b4b7c653be67464ef4b6a21e0750626bed95481f53fa

Observation 8a41a85e-9e4d-4d0e-a3fb-24cf52646e77 · outbound

This paper cites Neural radiance flow for 4d view synthesis and video processing.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Neural radiance flow for 4d view synthesis and video processing

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:41.682824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:34.056130Z digest=sha256:647f53385c931e3f19fae4b515bfad221ec12fec1ce66fb12f4f7aee79ba1efb

Observation 6f34405d-24e6-4225-9eb4-e07fcdefc703 · outbound

This paper cites Hypernerf: a higher-dimensional representation for topologically varying neural radiance fields.ACM Transactions on Graphics (TOG), 40(6):1–12, 2021.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Hypernerf: a higher-dimensional representation for topologically varying neural radiance fields.ACM Transactions on Graphics (TOG), 40(6):1–12, 2021

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:41.519915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:34.133619Z digest=sha256:b16a839e1ca51e0f2e0632aa4d6786f2fcd50152b425f6e9e619a1f714242e08

Observation f182b35e-e78e-4180-a636-da053db733df · outbound

This paper cites Nerfies: Deformable neural radiance fields.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Nerfies: Deformable neural radiance fields

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T12:36:34.190263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:36:34.190263Z digest=sha256:62bac052dcd1c082dad9757b6e5d166155ba61320f46cf2358e4e7418c540a39

Observation 023177bf-ffe3-4b93-944b-c4905a249bca · outbound

This paper cites Deformable 3D Gaussians for High-Fidelity Monocular Dynamic Scene Reconstruction.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Deformable 3D Gaussians for High-Fidelity Monocular Dynamic Scene Reconstruction

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T12:36:34.311086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:36:34.311086Z digest=sha256:7c4a696c826fd8401ca3021759d43d66b39b6e055731f6e112a0e635f5facc42

Observation 132435a7-4f6e-46e3-96bb-b9bfd991bc58 · outbound

This paper cites Spacetime gaussian feature splatting for real-time dynamic view synthesis.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Spacetime gaussian feature splatting for real-time dynamic view synthesis

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:41.301213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:34.414830Z digest=sha256:dd56b55391e2b5a75e3dfad1cb96756a7094fb7cbaa2d9fd4bf7b0bd9e2a9eb7

Observation 7e6c9ac4-0015-44de-93ca-727c549a4e31 · outbound

This paper cites Convolutions die hard: Open-vocabulary segmentation with single frozen convolutional clip.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Convolutions die hard: Open-vocabulary segmentation with single frozen convolutional clip

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:41.116899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:34.505232Z digest=sha256:a436a77ab601cd392c67caecd73a9b606ee4c6b1468ba09d73d619d7e0aa1e83

Observation 53724cc9-e43d-4782-acd4-c582ddeec4ff · outbound

This paper cites Do different tracking tasks require different appearance models? In2021 Conference on Neural Information Processing Systems (NeurIPS), 2021.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Do different tracking tasks require different appearance models? In2021 Conference on Neural Information Processing Systems (NeurIPS), 2021

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:40.937837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:34.623707Z digest=sha256:27e3da00510ba6638aeb2d1d64a9c09adbd3b6f34ddeb9dc73f89998b1d422bc

Observation 13c5c813-fa2e-4a9b-b29c-fa690d1e6e7a · outbound

This paper cites Pair then relation: Pair-net for panoptic scene graph generation.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Pair then relation: Pair-net for panoptic scene graph generation.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:40.740911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:34.714304Z digest=sha256:2cf746a3e71d48dc769b2269790e12055cfe48ab907d08410a12a610f373bc96

Observation 6efa3f57-dcbb-45cd-a757-0517ebad5de1 · outbound

This paper cites Ela-zson: Efficient layout-aware zero-shot object navigation agent with hierarchical planning.arXiv preprint arXiv:2505.06131, 2025.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Ela-zson: Efficient layout-aware zero-shot object navigation agent with hierarchical planning.arXiv preprint arXiv:2505.06131, 2025

Reference 28

Resolution
verified exact
raw_fallback, observed 2026-08-07T12:36:37.578713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:34.800189Z digest=sha256:b0a32ef8f4f87f9c538c6736f4bbafc88d06cab559c2c7cd46de8c43b524b0d5

Observation d3d535a6-cf08-40be-a289-af034b937f5c · outbound

This paper cites Polaris: Open-ended interactive robotic manipulation via syn2real visual grounding and large language models.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Polaris: Open-ended interactive robotic manipulation via syn2real visual grounding and large language models

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:40.588770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:34.912775Z digest=sha256:b587bf8aa5275e375ea5489a3159bb878489c6ddac1817e3bca428283cabc7aa

Observation 0ab80692-6452-4b24-b1b1-435838287d7c · outbound

This paper cites Global Structure- from-Motion Revisited.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Global Structure- from-Motion Revisited

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:40.408329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:34.978695Z digest=sha256:ab5c592fcb6843ed4f0ca2237954802ce998241ef8b8ef4025e0771524052e88

Observation 361cc6ca-dce8-46f1-b0d0-41a5c274635c · outbound

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

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Ego4d: Around the world in 3,000 hours of egocentric video

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T12:36:35.047792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:36:35.047792Z digest=sha256:a97a64da252984193712286789b49f11229a9feca507027dc85b813f27498118

Observation 37f85346-3528-4dd0-9719-d4de2b161381 · outbound

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

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Scaling egocentric vision: The epic-kitchens dataset

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T12:36:35.134272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:36:35.134272Z digest=sha256:11f9e761974624b843ca9756500245552d7ff86184424603a297d8d4df235111

Observation 9d29b2cc-e1f0-4983-82ce-d72b91cfcb39 · outbound

This paper cites Annotating objects and relations in user-generated videos.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Annotating objects and relations in user-generated videos

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:40.224779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:35.243501Z digest=sha256:d7c487f1652053086ee9be708125c323687309e74d477d7617627bf359868685

Observation efe7768e-1912-4839-84ee-c17affdfc83c · outbound

This paper cites Learning 3d semantic scene graphs from 3d indoor reconstructions.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Learning 3d semantic scene graphs from 3d indoor reconstructions

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:40.051132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:35.301971Z digest=sha256:835438b4a1b9547774d3141d38cf60f69241b04c818f888566e2d885e91fc2db

Observation 13299a4f-140d-4e35-ba77-d1e4d0f5f047 · outbound

This paper cites Conceptgraphs: Open-vocabulary 3d scene graphs for perception and planning.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Conceptgraphs: Open-vocabulary 3d scene graphs for perception and planning

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T12:36:35.389868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:36:35.389868Z digest=sha256:aa10a27c831e467becc05a97b6d622e70e19e000600d569f979730f1fdae60a8

Observation fe2f3147-ec31-402b-ab61-7eb3202063fa · outbound

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

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Learning transferable visual models from natural language supervision

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T12:36:35.476689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:36:35.476689Z digest=sha256:23bb03044e1ed7afc1c7a3826dbd175dc2f5baa253b2e60be0b558a81bdaa6aa

Observation d903a807-da94-40e6-ad94-9821bef22abc · outbound

This paper cites Sentence-bert: Sentence embeddings using siamese bert- networks.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Sentence-bert: Sentence embeddings using siamese bert- networks

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:39.947858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:35.575341Z digest=sha256:4ef2f7109ef2cdfede9a2eebf87011a09e6ebd6d9ce45d3c29e9cc5d7edc6871

Observation 78d500c4-87dc-4f8f-9be5-931d5738cec3 · outbound

This paper cites e n v i r o n m e n t.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments e n v i r o n m e n t

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:39.777944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:35.648703Z digest=sha256:f34cd2d4fcfd1611292c5795f1ec747c914e6a121be72b260f985d8103d2b179

Observation c848ab3d-de31-4637-872c-da9804836908 · outbound

This paper cites , " role.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments , " role

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:39.557687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:35.770015Z digest=sha256:b4ace00954c41a13c594e0740628f3560ed408ca3a72727d11076652e8ac1623

Observation ef3362b3-ecde-4d43-ae6b-e8b236aa317a · outbound

This paper cites an unresolved cited work.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Unresolved cited work

Reference 40

Resolution
parse uncertain
raw_fallback, observed 2026-08-07T12:36:39.444974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:35.853043Z digest=sha256:44ae8741f5f80136d6abdf65191ee16d4d7c63621b29acfeb9ca0d1e6108ec8c

Observation 1cee108d-1934-4ef0-a1f9-1b491b4555ee · outbound

This paper cites an unresolved cited work.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:36:39.331705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:35.932454Z digest=sha256:781bb044c9ad11f9733878e52e142d91bbbce24bfb4ba5bd6c19ba92c74e5ac1

Observation 82f81da2-cfcd-4a1c-b80f-5b57fb0d53a8 · outbound

This paper cites an unresolved cited work.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:36:39.222777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:36.055180Z digest=sha256:d46592f1dec0d3f0892d43a07794c3f5199e932d8c2abd4ee8d2bb407401a284

Observation 9525faef-93c4-41bf-8c5f-091dc190295c · outbound

This paper cites "" } , " l o c a l _ r e l a t i o n a l _ g r a p h.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments "" } , " l o c a l _ r e l a t i o n a l _ g r a p h

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:39.144765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:36.178187Z digest=sha256:0acf1058017d2bf8d8004118e6c4cb62f7fe3def4af7d8ccfd0816eee56cfa87

Observation f91c943a-91dd-4f9f-80b0-7d1e76508fe2 · outbound

This paper cites an unresolved cited work.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:36:39.043725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:36.300781Z digest=sha256:e795b8ad12063f5b84545b86149b2c9dbd9a3f023af879a51571eb12c5776948

Observation c89ca839-c004-4d6b-a7bb-503a351f575c · outbound

This paper cites an unresolved cited work.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:36:38.928713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:36.422476Z digest=sha256:e6921155e1b2972992a9c11eee97e27b084ead546c9634177589403c98a5a237

Observation 96269d8d-0ce1-4bac-b819-25037864866a · outbound

This paper cites "" } } # ===== R ea so ni ng Chain ===== R E A S O N I N G _ M E C H A N I S M = {.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments "" } } # ===== R ea so ni ng Chain ===== R E A S O N I N G _ M E C H A N I S M = {

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:38.838503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:36.525061Z digest=sha256:37d4802d00545f59bfb78977f68d1cb6a4661457771b65da7140be7d240f9250

Observation 040b19b8-4221-4389-9225-8cc70748593c · outbound

This paper cites "" # New minimal example.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments "" # New minimal example

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:38.740573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:36.648890Z digest=sha256:379a05ee6fefc3b5e5e249046c8fefc4f5a4772d4f768fc5e2c6a0a56b327765

Observation f7e91183-0653-44df-8c4a-6bbf9a14d180 · outbound

This paper cites an unresolved cited work.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:36:38.608612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:36.731670Z digest=sha256:d4ce6f5fa152b0a2102b6514f29a255682fc83b882b1e7d5771773325dec4ccd

Observation 3d56ce23-565d-4a34-bd76-4c2954858301 · outbound

This paper cites an unresolved cited work.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:36:38.478916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:36.806469Z digest=sha256:50658145d9e9dffd2a86a52f60dadb313f5e496e0cb88c4d64f81686e3319a1c

Observation 5265f525-72ee-4877-87fe-b239ca3c6b22 · outbound

This paper cites keys () } - Follow workflow : { R O B O T _ C A P A B I L I T I E S [ ’ ta sk _d ec omp os it io n ’][ ’ example_workflow ’]} When r ec eiv in g requests :.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments keys () } - Follow workflow : { R O B O T _ C A P A B I L I T I E S [ ’ ta sk _d ec omp os it io n ’][ ’ example_workflow ’]} When r ec eiv in g requests :

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:38.363797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:36.899602Z digest=sha256:088ed95297103608f9964290d3cd1b6b73657f2c079af46edc45adfb7b09097d

Observation 3e5c72c8-bcfd-4f33-ab4d-999f08f99521 · outbound

This paper cites an unresolved cited work.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:36:38.234549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:36.955217Z digest=sha256:ccded1d5bc24a6cf15864e1a569d8373c854151e5a0603989bff886526f16e04

Observation c2504114-2ccd-490f-a7f3-80bec8374db1 · outbound

This paper cites an unresolved cited work.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:36:38.090835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:37.020947Z digest=sha256:bd861e5eb0cd62b861a3e34ac745674b19e5fe14e7a1ae635e1c69001058bd2a

Observation b2367771-b14f-4975-9574-390aed1ecd6a · outbound

This paper cites an unresolved cited work.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:36:37.944891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:37.084010Z digest=sha256:632350f800a5406dc7e70cb7849a1ea36c010ddb30bbb36e33009920cd564f34

Observation cdcb3c2e-6f87-4981-81d7-cc219f548734 · outbound

This paper cites Limitations.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Limitations

Reference 54

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T12:36:37.834511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:37.139572Z digest=sha256:105ff0a304e305cdffb2ec1e5ebec7faac015796092b5c46b44ce6fffe203f9e

Observation 624db772-e645-47fd-a19c-a247a290c4a2 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects.

Hi-Dyna Graph: Hierarchical Dynamic Scene Graph for Robotic Autonomy in Human-Centric Environments Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:36:37.693134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:36:37.219837Z digest=sha256:a3ff668e342d147b09434835d1060729b5ed6366e6b761c46c860a73cdac8ebf

Pith citing papers

No inbound Pith citation observations are available.