Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T13:31:35.052903Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 0 inbound Pith citation observations for arXiv:1908.04929.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T13:31:35.052903Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
74 of 74 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 0c9af02e-a87e-4c8a-bb61-cacca44c7db1 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Unresolved cited work
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6d1970b2-8917-40e3-91d5-252c01bc3bf0 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Unresolved cited work
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4b945a1e-24ac-466b-913a-82ae178b3042 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation aaa43d07-f4a6-48bf-b50f-897830f8e795 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents The claimed properties of environment models enhance the autonomy of intelligent agents
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6fba3699-8be3-478c-a2cd-ef8c734cabcc · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents The two applications are under active research in computer vision [5], NLP [6], and robotics societies [7]
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e79d4d6e-096c-4a69-a8a2-713ff8844f52 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Unresolved cited work
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 43fba1f5-593d-4e13-b362-77a1adc34ff9 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f3828d0f-4d79-461c-9537-f3a03eed0bd1 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c0f6f591-dd52-4a8f-8a13-65ce8fe4f3f3 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 07f0f89f-6157-410c-82d1-7c309cfd0209 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents The remainder of this paper is organized as follows
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1f265540-fec7-4e7c-b989-744bb7e10a8b · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents The keyframe determines the first anchor frame and the coverage of the keyframe group
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 84fbcc41-b3a0-4d10-bc3a-a5a41f547d89 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Only the latest anchor frame is active and the active anchor frame determines the next anchor frame
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 84ca5a38-71d3-465c-b43b-389251621929 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Unresolved cited work
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 10c8ee29-31da-4c7b-83d8-71c37438f288 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Unresolved cited work
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f1ee40f5-68ef-43a4-b861-363f353656ce · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Unresolved cited work
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation fe299206-42c6-42b7-ad81-3e3726834068 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 28ec7c0f-df75-4746-b05f-f74c63dffdeb · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents On the other hand, the following lists the types of relations an edge could stand for
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ea265259-31d0-4f39-a9c2-7937d72ac170 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents This article has been accepted for inclusion in a future issue of this journal
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 03979511-bec3-435b-871c-847726e501f8 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7fea1cf5-2404-42fd-953f-43c206c8c8d3 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 447e5f52-0c06-439c-9631-d10b1054ec53 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Unresolved cited work
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8ce69ab5-0823-4ba7-89db-680a4d3e644e · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents As one object is subjective and the other is objective given a pair of objects, the edges in 3-D scene graphs are directed (the subjective objects point at the objective objects)
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ccb19015-9d74-4a04-af5f-46a4f76f55f2 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents In the process, we assume independent identically distributed for each dimension, x, y, and z, and keep the number of points used for the evaluation
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e4f9c8aa-b0b2-44c4-8be1-1b73c1cb1fd0 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents We utilize the following features for the same node detection: object label, 3-D position, and color histogram
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 78f3abe0-4b0b-4738-a66b-861e83183aac · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Upon receiving image frames, local 3-D scene graphs are generated and merged to the global 3-D scene graph
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 774e9afd-84b5-42e8-ba8b-1e4e38f18fcf · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 681ee4ef-74e3-4788-a340-80dad1383b12 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 89cc6b40-dae0-463f-8794-588450fd4a84 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Unresolved cited work
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e377e58a-a349-4ac7-9fc2-b9e67b03fc7f · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents The above-listed questions can be easily converted to a query- form (machine readable form) even when asked in a free-form and open-ended manner by employing a few NLP algorithms
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a486bbaa-c0c6-41a4-a494-f32a6bf73f5c · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents The problem description contains the information regarding the categories and states of objects and the goal definition
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4e2a71b5-a9d1-4bd2-b709-8fb0f5fd2278 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents ScanNet consists of 1513 sequences, which were collected using one type of RGBD-sensor
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e025220b-443e-48c9-b82f-364766b6c168 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents We used the extended versions of base scene graph generation algorithm (F-Net) [17] as baselines (see Table I)
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 59236f0e-622f-4356-995c-2f1e51c0c0b3 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents We recruited six experiment participants (age: 22–35, male/female: 5/1) and gathered six responses for each graph
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 95af9ddb-5cf6-45d0-a3e2-d9667efc5add · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents We used Intel Core i9-7980XE CPU@2.60 GHz and Titan XP for the experiment
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3c48a95a-94e8-4bcb-8ab1-49908442ec7e · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents 4 shows the resulting 2-D and 3-D scene graphs for the experiment sequence with the first keyframe group and Table II reports the quantitative result of the comparative study
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c000401c-207c-4d0c-b0c1-4e159ba99429 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents The kitchen simulation environment models the actual kitchen environment, so that the 3-D scene graph from the actual kitchen can be directly used in the simulation
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 072b042a-49c4-486d-9541-cbd5cad4e1f3 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents In the first phase, human scans through the actual kitchen and a 3-D scene graph is constructed for being used in the simulation
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a2b4c600-4ca9-4239-9195-22b11eb6d73b · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents 5 shows the demonstration process
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b104a4f0-0271-429c-b8ed-c2257870cfaf · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents R EFERENCES
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0334e363-6581-497c-adcf-ed1337880cfe · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Moveit! [ROS topics],
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c539c7a2-7a19-4601-aa69-6e5a834192c7 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Semantic 3D object maps for everyday manipulation in human living environments,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 05d5841a-f250-432e-9bec-83c646bbd2c8 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Elasticfusion: Real-time dense SLAM and light source estimation,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 99db394b-ed8a-4ced-a434-e384e4aeb3ef · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Show and tell: Lessons learned from the 2015 MSCOCO image captioning challenge,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c3550932-a3d2-4753-8097-bfac9c910a73 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents VQA: Visual question answering,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a5f0a2d6-9413-4c35-aabc-180d2c4870e6 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Ask me anything: Dynamic memory networks for natural language processing,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation eeac6fcc-e776-4c74-a50b-bb8da61cc4b4 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Robot task planning and explanation in open and uncertain worlds,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f7d356bc-250d-4d8c-a361-eab90f58b578 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Bundlefusion: Real-time globally consistent 3D reconstruction using on-the-fly surface reintegration,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 99ae38bb-14da-4d99-ba77-ba9ce9c80951 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents 3D is here: Point cloud library (PCL),
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1beca56e-ac8e-4586-91fe-80206ee36f8a · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Grid-based map- ping and tracking in dynamic environments using a uniform evidential environment representation,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4af06a0d-ce87-46ab-810c-daa6d7e68445 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents OctoMap: An efficient probabilistic 3D mapping framework based on octrees,
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89f6974e-aca2-49e9-aa36-c63587af283c · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents SemanticFusion: Dense 3D semantic mapping with convolutional neu- ral networks,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6a880b77-06cf-4c37-ba83-13b1f839086e · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents PointNet++: Deep hierarchical feature learning on point sets in a metric space,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d6587845-584d-415d-85b2-bc2f5045f237 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Video captioning with transferred semantic attributes,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 975ab6e7-e0fe-413f-a42a-b50308a3ad1a · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Scene graph generation by iterative message passing,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 59c66c89-15f7-43e2-a652-83dec44601a5 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Scene graph generation from objects, phrases and region captions,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 845f9d7c-951b-4698-a80f-d265e98a5e32 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Factorizable net: An efficient subgraph-based framework for scene graph generation,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation eac5b310-3806-4ff5-9de1-8debeac8c111 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Image retrieval using scene graphs,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a1aff235-5034-412f-bd7c-f105d441524b · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Learning spatial knowledge for text to 3D scene generation,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation db6a751f-ba08-4fb4-b78a-35206f1183dd · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Graph-structured representa- tions for visual question answering,
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 35aa8cd5-7d9c-4414-81af-5e07ab0f3b94 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Faster R-CNN: Towards real- time object detection with region proposal networks,
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a4cf5d3e-220c-4c1c-890d-3597ed50b793 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Distributed representations of words and phrases and their composi- tionality,
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a8e73fd4-16ca-400f-a3d6-ff06b8fd8fe2 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Efficient non-maximum suppression,
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation abef22c0-e216-4ea0-a99f-b1ed90572194 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Visual Genome: Connecting language and vision using crowdsourced dense image annotations,
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4ca5c3b7-c60e-4c50-b84e-9b44b7e7e9ba · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Histogram-based color image retrieval,
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation aacb2142-01e7-4fcf-b979-0db5e105da6f · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Ff: The fast-forward planning system,
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2e3ac5d9-0b58-4e95-958e-5e1363112fa2 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents PDDL2.1: An extension to PDDL for expressing temporal planning domains,
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6dee8ec8-3ce4-40ed-96c4-9a9bf1c374de · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Scannet: Richly-annotated 3D reconstructions of indoor scenes,
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation cefe1a1c-7efe-41bb-b1b4-7bf4c7de296b · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Cheap and fast— But is it good? Evaluating non-expert annotations for natural language tasks,
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 419b6c22-6199-47b8-8b6f-dfd9c42c0ac0 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Realization of task intelligence for service robots in an unstructured environment,
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f0e699fd-8046-4efa-a85c-87709ebac87a · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Fuzzy integral-based gaze control of a robotic head for human robot interaction,
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0e244945-e273-4594-94c2-96d05cc52b66 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Hierarchical emotional episodic memory for social human robot collaboration,
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7283db1d-70ec-4ede-9d81-3a40766c9178 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Webots: Symbiosis between virtual and real mobile robots,
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5a7daca0-1422-4d08-89a9-9bf952c4c559 · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents ROS: An open-source robot operating system,
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5fde52d1-a5ee-4835-92a9-270342e76f4a · outbound
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Hyperface: A deep multi- task learning framework for face detection, landmark localization, pose estimation, and gender recognition,
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
No inbound Pith citation observations are available.