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Paper Citation Record · LEDGER

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding

As of 20 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 10 inbound Pith citation observations for arXiv:2412.04380.

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

pith.paper-citation-record.v1
2412.04380 v3

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:29:55.361232Z

measured 69 of 69 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:47:52.453120Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T11:54:09.182489Z

Reference resolution

59 of 59 outbound references displayed

  • verified exact1
  • verified fuzzy31
  • unresolved27
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 22e0f445-8913-43af-9568-4a1316e303ec · outbound

This paper cites Semantic scene com- pletion via integrating instances and scene in-the-loop.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Semantic scene com- pletion via integrating instances and scene in-the-loop

Reference 1

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raw_fallback, observed 2026-08-11T21:29:56.123580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 0a363bbf-5bef-4cb3-a24d-b58e0c88fb01 · outbound

This paper cites Monoscene: Monoc- ular 3d semantic scene completion.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Monoscene: Monoc- ular 3d semantic scene completion

Reference 2

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raw_fallback, observed 2026-08-11T21:29:56.112042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.095342Z digest=sha256:23bde42bfb1be86b8b814109e69939f6096a3f95e87725b9781660deb4e7633c

Observation e1fe07af-2421-4f56-9731-d545ce3890ff · outbound

This paper cites Scannet: Richly-annotated 3d reconstructions of indoor scenes.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Scannet: Richly-annotated 3d reconstructions of indoor scenes

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.099553Z digest=sha256:4a42588252428515c5b6c808c9f6b3b5875ec78c53f5e26c5b76450678192478

Observation 235e0a30-a6d7-44d8-a535-a4d30628b73d · outbound

This paper cites Scancomplete: Large- scale scene completion and semantic segmentation for 3d scans.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Scancomplete: Large- scale scene completion and semantic segmentation for 3d scans

Reference 4

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raw_fallback, observed 2026-08-11T21:29:56.093849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.104647Z digest=sha256:8f280d432e9b5459335f3e6066b602625b00465a7a1f75d84621889822a6575f

Observation 658d1682-ac5a-4cb2-8a4a-4c81baa8f166 · outbound

This paper cites Compact 3D Gaussian Splatting For Dense Visual SLAM.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Compact 3D Gaussian Splatting For Dense Visual SLAM

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.108707Z digest=sha256:6581c9e38d9d3342251d74e0e9558cffd0490abc54a1258e0e69dc38b069a89d

Observation 322924ac-14c3-4486-b4b1-0809ffa8393c · outbound

This paper cites Deeper into Self-Supervised Monocular Indoor Depth Estimation.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Deeper into Self-Supervised Monocular Indoor Depth Estimation

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.114287Z digest=sha256:1fe63b6388b61ef00f7ea7e6ab3879168c59d5f4d67e838902a326b546349715

Observation 19b8c5f0-43fc-44fa-b5d6-9f4a7b3bcf10 · outbound

This paper cites GaussianFlow: Splatting Gaussian Dynamics for 4D Content Creation.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding GaussianFlow: Splatting Gaussian Dynamics for 4D Content Creation

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.119975Z digest=sha256:91c64fb93f9ac10de36977d84549450fb87c96d507cf5c30b185eaea4dd62a3c

Observation b1e6f4c8-e8dc-43db-9929-50b5d86b503a · outbound

This paper cites Two stream 3d semantic scene completion.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Two stream 3d semantic scene completion

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.124936Z digest=sha256:fb27ddcc2655b14319a72d5db4b8a0b0ca833ffbe98777c2ebc27b6d866347c7

Observation 0ca97ae6-3afc-468e-b975-03387ba8060a · outbound

This paper cites 3d semantic segmentation with submanifold sparse convolutional networks.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding 3d semantic segmentation with submanifold sparse convolutional networks

Reference 9

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no resolver link, observed 2026-08-11T21:29:55.129158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.129158Z digest=sha256:fc1b92a862a377081acef7a9a6fb60f3121555a01e9a9456461dd0d760936bb2

Observation 2605e5f3-7366-4c1e-8290-59ad16877001 · outbound

This paper cites Gaussian Frosting: Editable Complex Radiance Fields with Real-Time Rendering.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Gaussian Frosting: Editable Complex Radiance Fields with Real-Time Rendering

Reference 10

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.133922Z digest=sha256:23032d7c7a6ce48fb9dd8f144a04f21847511eea6aba610c5a0f716b6adcdc82

Observation 3161beee-64b4-4805-bcca-74d2889952a5 · outbound

This paper cites Tri-perspective view for vision-based 3d se- mantic occupancy prediction.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Tri-perspective view for vision-based 3d se- mantic occupancy prediction

Reference 11

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no resolver link, observed 2026-08-11T21:29:55.138717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.138717Z digest=sha256:6a9fc3dba5996d97e81c5ef7777f5adc3ea2b0d737c93865424b4e4942038314

Observation 67e3713c-52b8-4d0a-a2f5-2aad09d1f664 · outbound

This paper cites Selfocc: Self-supervised vision-based 3d oc- cupancy prediction.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Selfocc: Self-supervised vision-based 3d oc- cupancy prediction

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.143076Z digest=sha256:3531fe62690af5687d2afbe3371a9ef7f34f16546f4f0f724d74b420329bdf82

Observation 9663b9cd-8411-445d-b9d7-9e5c66b00b36 · outbound

This paper cites Gaussianformer: Scene as gaussians for vision-based 3d semantic occupancy prediction.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Gaussianformer: Scene as gaussians for vision-based 3d semantic occupancy prediction

Reference 13

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raw_fallback, observed 2026-08-11T21:29:56.037857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.147124Z digest=sha256:c7aa81dcf106cd1d0313c435c60125582645b3b2094ca940024a4684a32e9ae1

Observation 1a31806a-48ff-465d-9729-92b939fe952f · outbound

This paper cites Semantically-aware spatio-temporal rea- soning agent for vision-and-language navigation in continu- ous environments.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Semantically-aware spatio-temporal rea- soning agent for vision-and-language navigation in continu- ous environments

Reference 14

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raw_fallback, observed 2026-08-11T21:29:56.027323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.151246Z digest=sha256:c2520c52fcd6341902cad0e0208f915cd52852443d451764bd1bd39400f75f53

Observation 68986cbd-a507-4eeb-9370-80cd185588b7 · outbound

This paper cites 3d gaussian splatting for real-time radiance field rendering.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding 3d gaussian splatting for real-time radiance field rendering

Reference 15

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raw_fallback, observed 2026-08-11T21:29:56.015702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.155391Z digest=sha256:73afea014f30e234179b1a8bdb44e983d49d9080af07e2d7988fec989238dfed

Observation f992290f-401a-4e3a-9334-483a01e92225 · outbound

This paper cites Unidet3d: Multi- dataset indoor 3d object detection.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Unidet3d: Multi- dataset indoor 3d object detection

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.160031Z digest=sha256:f6889a79f5ec4f066880181a355d356b704a8b2aa5044cce43bbaf1bb9e1656e

Observation 525e9773-f7ed-4158-803f-f77e88ac79e4 · outbound

This paper cites Instance-aware exploration-verification- exploitation for instance imagegoal navigation.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Instance-aware exploration-verification- exploitation for instance imagegoal navigation

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.163961Z digest=sha256:90e075384dabe69466714f59094c4276ae211c75b664731df92b15be59004033

Observation f90d932d-0ee0-4ed5-9519-604d2e869336 · outbound

This paper cites Rgbd based dimensional decomposi- tion residual network for 3d semantic scene completion.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Rgbd based dimensional decomposi- tion residual network for 3d semantic scene completion

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.167835Z digest=sha256:0d7fb0810d4578b8ebc5b9cf2877219e57323c886a20487918b47ee08ee3bd94

Observation 9f299ed4-3b95-425f-8cc3-41ddd2288660 · outbound

This paper cites Depth based semantic scene completion with position importance aware loss.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Depth based semantic scene completion with position importance aware loss

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.172462Z digest=sha256:143dfbc5bef9397db51a2fd99c00a13293e63609f57a89d451c6f9a1a4f1d540

Observation ac15fa0a-09c0-40d0-8461-27a144efbd6a · outbound

This paper cites Sgs-slam: Se- mantic gaussian splatting for neural dense slam.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Sgs-slam: Se- mantic gaussian splatting for neural dense slam

Reference 20

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raw_fallback, observed 2026-08-11T21:29:55.943433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.176634Z digest=sha256:e218b2e00ce9c4f50f3bdfaa20e663b7977268706c0a49dbd7a841d94e563483

Observation d057e5ab-e7d3-4a2f-86cb-4141628fe98b · outbound

This paper cites V oxformer: Sparse voxel transformer for camera- based 3d semantic scene completion.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding V oxformer: Sparse voxel transformer for camera- based 3d semantic scene completion

Reference 21

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raw_fallback, observed 2026-08-11T21:29:55.930127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.180988Z digest=sha256:e28667298800b62b3d8aeac1e29b058fecb8aeeca0587b34abd6069edc53873c

Observation 7a89b67d-3244-444e-9527-74162ddac332 · outbound

This paper cites FB-OCC: 3D Occupancy Prediction based on Forward-Backward View Transformation.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding FB-OCC: 3D Occupancy Prediction based on Forward-Backward View Transformation

Reference 22

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.185061Z digest=sha256:e20df9a4d7204e0ad3f971bda3e6b209d7b9a1e6daaab080dc314b66e6a74afa

Observation 2f6756a7-9557-461b-a7b0-41d693ed76e1 · outbound

This paper cites Focal loss for dense object detection.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Focal loss for dense object detection

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.189170Z digest=sha256:8ccc589dc8fdd9173f1c6589213089b99d6f99653ad893e70bb6f7419e84abab

Observation c6142670-2d85-4a7a-9830-738402c0f050 · outbound

This paper cites InFusion: Inpainting 3D Gaussians via Learning Depth Completion from Diffusion Prior.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding InFusion: Inpainting 3D Gaussians via Learning Depth Completion from Diffusion Prior

Reference 24

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no resolver link, observed 2026-08-11T21:29:55.193079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.193079Z digest=sha256:a7718802f1c3d4495609974630b49e321000a8ac359c2719c39ab4233559d090

Observation 57dff516-f009-4a72-879b-846e2d49137a · outbound

This paper cites SGDR: Stochastic Gradient Descent with Warm Restarts.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding SGDR: Stochastic Gradient Descent with Warm Restarts

Reference 25

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no resolver link, observed 2026-08-11T21:29:55.197385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.197385Z digest=sha256:b3c6702f9dbd18a3903cced91fedefe33e0e642436ccf909b2e06e893e7fb1cd

Observation f6614d5b-2308-4a84-9a31-c49268d72448 · outbound

This paper cites Decoupled Weight Decay Regularization.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Decoupled Weight Decay Regularization

Reference 26

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no resolver link, observed 2026-08-11T21:29:55.201446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.201446Z digest=sha256:ed85625d49bdc02a87c1c73aa4320b0500ac63ac46bdae1949f6f426df8880a0

Observation e908c915-0b24-4c62-ae0c-068430d033cb · outbound

This paper cites 3d geometry-aware deformable gaussian splatting for dynamic view synthesis.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding 3d geometry-aware deformable gaussian splatting for dynamic view synthesis

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:55.909818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.205770Z digest=sha256:02dc1940db60b11f6dc86469e04b8ffa569f75770239b7ce76f1737dc2659e7d

Observation 995eef7d-b09c-4c69-b567-da4c74d59daf · outbound

This paper cites MMScan: A Multi-Modal 3D Scene Dataset with Hierarchical Grounded Language Annotations.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding MMScan: A Multi-Modal 3D Scene Dataset with Hierarchical Grounded Language Annotations

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.209758Z digest=sha256:a0b60c4ad546892e16b2eb5f1b1e55e4a12f341bba4e7bd113304d59a20c5b6c

Observation 466e276e-50e7-4235-8834-5e51e65166df · outbound

This paper cites GSEdit: Efficient Text-Guided Editing of 3D Objects via Gaussian Splatting.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding GSEdit: Efficient Text-Guided Editing of 3D Objects via Gaussian Splatting

Reference 29

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no resolver link, observed 2026-08-11T21:29:55.214240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.214240Z digest=sha256:d254b39c33f7dc6ae087f2cf9aaa66351f9fe0e308136460ec38ecab4a99df21

Observation 41438fd7-ded9-432b-a8bd-cdcca628242c · outbound

This paper cites Pointnet: Deep learning on point sets for 3d classification and segmentation.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Pointnet: Deep learning on point sets for 3d classification and segmentation

Reference 30

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raw_fallback, observed 2026-08-11T21:29:55.896502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.218410Z digest=sha256:a60a4a444b07ca86a121d4fa3938f5c5a0f49d64e20b1aa35dd2e2168d61be85

Observation ac3d888c-2c50-4baa-8b48-321578916752 · outbound

This paper cites Deep hough voting for 3d object detection in point clouds.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Deep hough voting for 3d object detection in point clouds

Reference 31

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no resolver link, observed 2026-08-11T21:29:55.222460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.222460Z digest=sha256:dec6b8d83556ef7c246919bfff06ccb5301d32b88cd98b4c12f290966a988466

Observation ff0a8609-aecf-4aa3-b066-e7084040a2f4 · outbound

This paper cites Mopa: Modular object nav- igation with pointgoal agents.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Mopa: Modular object nav- igation with pointgoal agents

Reference 32

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.228546Z digest=sha256:05423137e422688288d5679dffa6798ce1677b1b0150b0ef89e88b1ebb1a3285

Observation 9eef2d33-c081-4862-a135-c88323506dd0 · outbound

This paper cites Semantic scene completion using local deep implicit functions on lidar data.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Semantic scene completion using local deep implicit functions on lidar data

Reference 33

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raw_fallback, observed 2026-08-11T21:29:55.858390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.232412Z digest=sha256:26d1da95e8daa176c2268a3b11d7e5f04ac923b479d2b2afe99b6dd5847ddc97

Observation ed6b3468-84fa-4921-94a3-ed632c627946 · outbound

This paper cites Fcaf3d: Fully convolutional anchor-free 3d object detection.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Fcaf3d: Fully convolutional anchor-free 3d object detection

Reference 34

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raw_fallback, observed 2026-08-11T21:29:55.845517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.236196Z digest=sha256:6392c56606e5f3f8e38711e2c0b5c69f17f304d5aaa7f4831831ed34d99ddd6b

Observation b789f9ed-33e3-4894-b5bb-9ade66ed178b · outbound

This paper cites Indoor segmentation and support inference from rgbd images.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Indoor segmentation and support inference from rgbd images

Reference 35

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.239906Z digest=sha256:e6af0a398f3b193bc8273f1842739024f67c46c9a4b0d46da96a2da2bfcc8ff3

Observation 984f3e68-1c94-4e9e-9c7e-f3585f92360f · outbound

This paper cites Contrastive Gaussian Clustering: Weakly Supervised 3D Scene Segmentation.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Contrastive Gaussian Clustering: Weakly Supervised 3D Scene Segmentation

Reference 36

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.243461Z digest=sha256:b654e4c8819c9752ea16a859b6e4975932fcaad5652f28f7c6b729d6c100ec03

Observation d0ff1c3d-2f0a-462e-adff-b2982054f3bf · outbound

This paper cites Semantic scene comple- tion from a single depth image.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Semantic scene comple- tion from a single depth image

Reference 37

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.247469Z digest=sha256:f8341eefddee3301e0d1fb20cafea2fd206b33c810f369b350dc7438f9bc77bb

Observation ebf33004-f4fa-4b40-a1d3-d23923b7cc35 · outbound

This paper cites 3dgstream: On-the-fly training of 3d gaussians for efficient streaming of photo-realistic free- viewpoint videos.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding 3dgstream: On-the-fly training of 3d gaussians for efficient streaming of photo-realistic free- viewpoint videos

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:55.813239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.251242Z digest=sha256:4cc0007e831a7da75b98a6fa6e6c0893df9e4ed834fcb2d1520ee13138805a3e

Observation 3260d7a6-9d49-4833-9b06-2d4a3420a019 · outbound

This paper cites Efficientnet: Rethinking model scaling for convolutional neural networks.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Efficientnet: Rethinking model scaling for convolutional neural networks

Reference 39

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verified fuzzy
raw_fallback, observed 2026-08-11T21:29:55.800675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.254552Z digest=sha256:bb503c9c32cf7654f6367f4822abedfd2111fadafcafbc0373e8e1796b95f153

Observation 57143924-bb67-4402-9cac-0e4ae363b6ee · outbound

This paper cites Scene as occupancy.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Scene as occupancy

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:55.788261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.258421Z digest=sha256:a7c97e3d86ae1cef11e5d9a00eb06247ae9f5cb98c8d11d1427adf8f9a678321

Observation e00aa464-6d1a-4937-8417-a2579a366f3e · outbound

This paper cites Softgroup for 3d instance segmentation on point clouds.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Softgroup for 3d instance segmentation on point clouds

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:55.776682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.262600Z digest=sha256:1efbc7aa3801cc2902469ae6f181b519b3b05e6523ebba980d463009ef9b6e45

Observation 3eee022e-9249-42d8-b927-ead0dad8ef23 · outbound

This paper cites Ca- group3d: Class-aware grouping for 3d object detection on point clouds.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Ca- group3d: Class-aware grouping for 3d object detection on point clouds

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:55.764744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.266721Z digest=sha256:c65fa9d953e3da53da9d4a82f00051105efcd67120736fb24f8a6aeb12404b0c

Observation 673faf33-fff9-4cb7-bbb8-f8562285e8f9 · outbound

This paper cites OccSora: 4D Occupancy Generation Models as World Simulators for Autonomous Driving.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding OccSora: 4D Occupancy Generation Models as World Simulators for Autonomous Driving

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-11T21:29:55.271120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.271120Z digest=sha256:bc16af02852412c91725aabb924bddc566519b404911d8341138442c2e8272c3

Observation 7eeb1207-1d97-4144-9779-fc6ba392b832 · outbound

This paper cites Embodiedscan: A holistic multi-modal 3d perception suite towards embodied ai.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Embodiedscan: A holistic multi-modal 3d perception suite towards embodied ai

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:55.753270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.275175Z digest=sha256:93ebdc0f36b5ac3b32503a3be895efeb212640a134651f3869894e43bf315fbb

Observation 5a5f2b91-abf6-4ccd-ac49-d8b66718494d · outbound

This paper cites OpenOccupancy: A Large Scale Benchmark for Surrounding Semantic Occupancy Perception.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding OpenOccupancy: A Large Scale Benchmark for Surrounding Semantic Occupancy Perception

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-11T21:29:55.279231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.279231Z digest=sha256:0c4cdd762dace7ec95f6f5a5b5ca75ffb86541eda81a97cf90f54e7fa8f89add

Observation 1172fbc3-f65b-4f32-8ccc-179d2c960278 · outbound

This paper cites Surroundocc: Multi-camera 3d occu- pancy prediction for autonomous driving.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Surroundocc: Multi-camera 3d occu- pancy prediction for autonomous driving

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:55.738831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.283681Z digest=sha256:550f07177498f31c31d8a988fca6735a487d56ccc2270383d3a1b90d32c0d11f

Observation 01bc4135-2709-4211-af41-148b44cf3ff5 · outbound

This paper cites Scfusion: Real-time incremental scene recon- struction with semantic completion.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Scfusion: Real-time incremental scene recon- struction with semantic completion

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:55.719018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.287748Z digest=sha256:43b76f158c53a6cd53594beb79ee764ff60eca1ff5c2d044bf0960b35cdf4e40

Observation 311e27d0-12d6-4d2a-9071-da4e3692b8bb · outbound

This paper cites Hybrid Explicit Representation for Ultra-Realistic Head Avatars.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Hybrid Explicit Representation for Ultra-Realistic Head Avatars

Reference 48

Resolution
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no resolver link, observed 2026-08-11T21:29:55.291693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.291693Z digest=sha256:d53b32301d78b647c6539292b6fa6c3cef61345d4f8cd5570859b0c4bbfc379a

Observation a302b76f-bd7b-4ba2-8e6d-4d6e73332771 · outbound

This paper cites Memory-based Adapters for Online 3D Scene Perception.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Memory-based Adapters for Online 3D Scene Perception

Reference 49

Resolution
verified exact
local_arxiv, observed 2026-08-11T21:29:55.495585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.295725Z digest=sha256:01b61041befe5988072ff888b461d5fec029f59c80d3331fc1003c197298180f

Observation 2746768c-1351-4720-a161-37cf8cbda488 · outbound

This paper cites Gs-slam: Dense visual slam with 3d gaussian splatting.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Gs-slam: Dense visual slam with 3d gaussian splatting

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:55.705312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.299785Z digest=sha256:08790a0529731ffb0cc096668c3b670071d0f45e16624f7672e6ee3067dab438

Observation 0b14ccca-8558-465b-9db0-b07a15c55787 · outbound

This paper cites Depth Anything V2.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Depth Anything V2

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-11T21:29:55.303928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.303928Z digest=sha256:a0ab24b7b7a0c318d758f4a32288a06178efbbd378f360fc094129811269865e

Observation f14f9a2c-bfac-45c7-8ff4-0ae845f79432 · outbound

This paper cites Driving in the Occupancy World: Vision-Centric 4D Occupancy Forecasting and Planning via World Models for Autonomous Driving.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Driving in the Occupancy World: Vision-Centric 4D Occupancy Forecasting and Planning via World Models for Autonomous Driving

Reference 52

Resolution
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no resolver link, observed 2026-08-11T21:29:55.308633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.308633Z digest=sha256:3dd609d845949f29658aae0f1850d41667c6d1af35ca72048c15c23f56edac5f

Observation d9fdf8f0-3c9d-4ee5-886c-68cb75828c8d · outbound

This paper cites 4D Gaussian Splatting: Modeling Dynamic Scenes with Native 4D Primitives.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding 4D Gaussian Splatting: Modeling Dynamic Scenes with Native 4D Primitives

Reference 53

Resolution
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no resolver link, observed 2026-08-11T21:29:55.313145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.313145Z digest=sha256:e1786a5a98cc9f158384922f1c22d150ebd830e34d045ee1feb709b8d82abbc7

Observation 0d9149df-e9c4-45e3-8ec7-f7007399f04a · outbound

This paper cites Ndc-scene: Boost monocular 3d semantic scene completion in normalized de- vice coordinates space.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Ndc-scene: Boost monocular 3d semantic scene completion in normalized de- vice coordinates space

Reference 54

Resolution
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raw_fallback, observed 2026-08-11T21:29:55.692916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.317592Z digest=sha256:6e415ff7620300a39eda857e2a17c130e918820f5906b8ca8eecfa3b20d9d924

Observation 269baacc-29a0-4f05-82a8-0f3cbffdfd37 · outbound

This paper cites Gspn: Generative shape proposal network for 3d instance segmentation in point cloud.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Gspn: Generative shape proposal network for 3d instance segmentation in point cloud

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:55.679659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T21:29:55.344771Z digest=sha256:be5b1641b447242b6eef914eb1504540102713573e8d3006ee019c842166a03a

Observation ebe57228-c652-4821-a58a-5194e8488060 · outbound

This paper cites Monocular Occupancy Prediction for Scalable Indoor Scenes.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Monocular Occupancy Prediction for Scalable Indoor Scenes

Reference 56

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no resolver link, observed 2026-08-11T21:29:55.349230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.349230Z digest=sha256:c10e2d2454c825a599aa68c0ee590587adc73fd7f3dd61ae66c13d9f6d686ee5

Observation 9e2e1430-1ef3-488e-bebc-144f27c9381f · outbound

This paper cites Gaussian-SLAM: Photo-realistic Dense SLAM with Gaussian Splatting.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Gaussian-SLAM: Photo-realistic Dense SLAM with Gaussian Splatting

Reference 57

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no resolver link, observed 2026-08-11T21:29:55.353474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.353474Z digest=sha256:8cecc5edb6374473f476fa325cb7e7d8c94a853328689b10d454e31b4b30fa77

Observation e949d46b-3d7c-489b-ba66-38681c617458 · outbound

This paper cites Occworld: Learning a 3d occupancy world model for autonomous driving.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding Occworld: Learning a 3d occupancy world model for autonomous driving

Reference 58

Resolution
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no resolver link, observed 2026-08-11T21:29:55.357158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.357158Z digest=sha256:29e68491b9993f1f20d3fc8af5617810a6705109d32d9da863647c9748716de8

Observation df034f61-82be-4367-99fa-3abe968c5f8f · outbound

This paper cites PointOcc: Cylindrical Tri-Perspective View for Point-based 3D Semantic Occupancy Prediction.

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding PointOcc: Cylindrical Tri-Perspective View for Point-based 3D Semantic Occupancy Prediction

Reference 59

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no resolver link, observed 2026-08-11T21:29:55.361232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:55.361232Z digest=sha256:ba156bfbf0ac95118549363701bd8443962a4e557e5d763692619fd9fcf07fb6

Pith citing papers

Observation 1970862a-68ae-409d-9ce8-bb055d41e1af · inbound

Doe-1: Closed-Loop Autonomous Driving with Large World Model cites this paper.

Doe-1: Closed-Loop Autonomous Driving with Large World Model EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding

Reference 87

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no resolver link, observed 2026-08-11T16:55:42.535955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:55:42.535955Z digest=sha256:eaccfeb10f273f6d9e55ad1f1d08909ebcf010f63405e0f93764360fa000408a

Observation 74097d88-9543-4e8a-9390-5dec998ab59e · inbound

SliceOcc: Indoor 3D Semantic Occupancy Prediction with Vertical Slice Representation cites this paper.

SliceOcc: Indoor 3D Semantic Occupancy Prediction with Vertical Slice Representation EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding

Reference 29

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no resolver link, observed 2026-08-10T11:29:47.312913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T11:29:47.312913Z digest=sha256:1ad31a1f6d7e005e58b195e1b4bcb9c87044c4c8ecd0ed6948dda742d6472e67

Observation 08a4c1dc-7cca-4c6d-9546-5960335f8028 · inbound

RoboOcc: Enhancing the Geometric and Semantic Scene Understanding for Robots cites this paper.

RoboOcc: Enhancing the Geometric and Semantic Scene Understanding for Robots EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding

Reference 1

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unresolved
no resolver link, observed 2026-08-16T11:47:52.453120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:47:52.453120Z digest=sha256:9345dc4965b94e9ed168286a2eb2fddced8b8faa28466eb42a9ffcda88fb68a2

Observation 75ee7a33-6d42-45c0-8bcb-fef1e859713c · inbound

Occupancy World Model for Robots cites this paper.

Occupancy World Model for Robots EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding

Reference 32

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no resolver link, observed 2026-08-15T23:37:30.403739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:37:30.403739Z digest=sha256:cb8b59ca9e4b1c211fe9d210059dfa1dfa47141009aa29a2f8186e3cf980cab5

Observation 4bcd17e8-c2ea-4774-a1a9-d87991094cda · inbound

OmniIndoor3D: Comprehensive Indoor 3D Reconstruction cites this paper.

OmniIndoor3D: Comprehensive Indoor 3D Reconstruction EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding

Reference 43

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no resolver link, observed 2026-08-07T13:56:21.776114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:56:21.776114Z digest=sha256:65ae663da66a6445028e7a378b253118311c782db52c227eddd594cd3766e2a2

Observation f332ed82-0197-4eb5-8205-c95e06fbdb4b · inbound

Streaming 4D Visual Geometry Transformer cites this paper.

Streaming 4D Visual Geometry Transformer EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:58:19.021742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-15T22:58:18.929748Z digest=sha256:42af11287efe0aeb3ff5704b6c63b7b149a39eb881aaf79732271f19c26529e5

Observation a9a1d682-1934-441b-813e-89c875690b9d · inbound

Humanoid Occupancy: Enabling A Generalized Multimodal Occupancy Perception System on Humanoid Robots cites this paper.

Humanoid Occupancy: Enabling A Generalized Multimodal Occupancy Perception System on Humanoid Robots EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-06T13:49:07.884297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:49:07.884297Z digest=sha256:cdfb81d69960814e51b817fd415ffb115cdbc0993f5120c42f15a5a5a42a3526

Observation 33cff886-b3ec-4136-b7d5-3e40830aa709 · inbound

Monocular Open Vocabulary Occupancy Prediction for Indoor Scenes cites this paper.

Monocular Open Vocabulary Occupancy Prediction for Indoor Scenes EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding

Reference 47

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verified exact
arxiv_id, observed 2026-05-21T11:54:09.184803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-21T11:50:37.423645Z digest=sha256:2ed46c0d22496e859f7fd7ba4355872217efe29513630cebf908b58b0b193606

Observation 56e37aba-9d7f-4dbd-8e11-d76ce0cdd0f4 · inbound

RobotPan: A 360$^\circ$ Surround-View Robotic Vision System for Embodied Perception cites this paper.

RobotPan: A 360$^\circ$ Surround-View Robotic Vision System for Embodied Perception EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-05-10T13:25:25.647936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-10T13:25:18.100623Z digest=sha256:f18b05d0faddef73ba4a5a0d6cb9458a1cdd8a05937df2bda800979c9bb367fd

Observation 998cce05-e22e-44d2-86a4-10fffaf85f15 · inbound

World2Minecraft: Occupancy-Driven Simulated Scenes Construction cites this paper.

World2Minecraft: Occupancy-Driven Simulated Scenes Construction EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-12T10:06:27.363433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-07T08:01:12.571480Z digest=sha256:e9c218d66d06cdcb8974bb1f00214650e68ae0ff42674841c971b1ad19a7476d