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Paper Citation Record · LEDGER

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness

As of 8 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 1 inbound Pith citation observation for arXiv:2506.18798.

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

pith.paper-citation-record.v1
2506.18798 v2

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:21:14.094802Z

measured 43 of 43 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:21:01.915811Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T23:21:04.782057Z

Reference resolution

42 of 42 outbound references displayed

  • verified exact2
  • verified fuzzy31
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ab8ffb2f-e8f0-41ce-b00d-5362f682e5ed · outbound

This paper cites Anisotropic convolutional networks for 3D semantic scene completion,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness Anisotropic convolutional networks for 3D semantic scene completion,

Reference 1

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verified fuzzy
raw_fallback, observed 2026-08-06T23:21:20.884543Z

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=2026-08-06T23:21:12.647489Z digest=sha256:20b23077e76ee18cf5cd78b2bbfcfabe930c49dc890ac5d6c128cf4802b81253

Observation 1f24a6de-e936-4f7b-9c6b-0a3af4c92a17 · outbound

This paper cites MonoScene: Monocular 3D semantic scene completion,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness MonoScene: Monocular 3D semantic scene completion,

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-06T23:21:20.374744Z

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=2026-08-06T23:21:12.662898Z digest=sha256:8d1fe4ce3119ba7427771837d0eb7380a09e1554ffb48b49ed01ec2d469c8ff7

Observation 553b6290-ca3c-4832-bb4e-041d66550c45 · outbound

This paper cites OccFormer: Dual-path transformer for vision-based 3d semantic occupancy prediction,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness OccFormer: Dual-path transformer for vision-based 3d semantic occupancy prediction,

Reference 3

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raw_fallback, observed 2026-08-06T23:21:20.080384Z

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=2026-08-06T23:21:12.668069Z digest=sha256:82ef1f1225b447467a0e7a94605ccdd81575b3241a90cbf765c3c89522a1d324

Observation 8ac04797-6422-4c35-87cf-963c45518c04 · outbound

This paper cites Tri-perspective view for vision-based 3D semantic occupancy prediction,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness Tri-perspective view for vision-based 3D semantic occupancy prediction,

Reference 4

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verified fuzzy
raw_fallback, observed 2026-08-06T23:21:19.964750Z

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=2026-08-06T23:21:12.672092Z digest=sha256:1823937a1ac03a62cda0ba2085e843c788fd476c807ec7820e67d1cfd39d57e2

Observation 4035cddb-a90c-4f59-a554-0f385a9443c6 · outbound

This paper cites Multi- view stereo for community photo collections,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness Multi- view stereo for community photo collections,

Reference 5

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verified fuzzy
raw_fallback, observed 2026-08-06T23:21:19.824748Z

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=2026-08-06T23:21:12.682009Z digest=sha256:64607d559d81ba84cdc66e30d7ecbe62fc1bc7e788a5ef52fa5de9dc9b271b78

Observation 3770ebfe-1028-43ee-8167-03dca91da233 · outbound

This paper cites Accurate, dense, and robust multiview stereopsis,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness Accurate, dense, and robust multiview stereopsis,

Reference 6

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verified fuzzy
raw_fallback, observed 2026-08-06T23:21:19.694883Z

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=2026-08-06T23:21:12.692358Z digest=sha256:8e5258156511efd2e94319a04ed536eb8d1abf665535cf9dbdfb6617bf87b4c0

Observation c1e92591-f6a0-424c-b2b2-2a0c19be9fe6 · outbound

This paper cites ICG-MVSNet: Learning Intra-view and Cross-view Relationships for Guidance in Multi-View Stereo.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness ICG-MVSNet: Learning Intra-view and Cross-view Relationships for Guidance in Multi-View Stereo

Reference 7

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verified exact
local_arxiv, observed 2026-08-06T23:21:15.314751Z

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=2026-08-06T23:21:12.696492Z digest=sha256:79858d414fbc02ec3225327f6da5abbc458a1a72dba3d930058eab003f7b4dc5

Observation 3e7093f9-858e-407c-a892-3578186a7881 · outbound

This paper cites 3D map reconstruction using a monocular camera for smart cities,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness 3D map reconstruction using a monocular camera for smart cities,

Reference 8

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raw_fallback, observed 2026-08-06T23:21:19.514828Z

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=2026-08-06T23:21:12.702877Z digest=sha256:2e78ecbd62195ce2433c566cbcf8461cda9fc1b4a83f2a200d61db4191c698c5

Observation 0a58247b-2721-4555-8d50-9c841f5794d2 · outbound

This paper cites LSD-SLAM: Large-scale direct monocular SLAM,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness LSD-SLAM: Large-scale direct monocular SLAM,

Reference 9

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raw_fallback, observed 2026-08-06T23:21:19.375230Z

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=2026-08-06T23:21:12.716906Z digest=sha256:491583eab578f3e66ab4754410fdf2473345de87f799edda07d020812da30fc7

Observation 36d4e7c1-aa36-41f2-980f-fd2a611a624f · outbound

This paper cites ORB-SLAM2: An open-source SLAM system for monocular, stereo, and RGB-D cameras,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness ORB-SLAM2: An open-source SLAM system for monocular, stereo, and RGB-D cameras,

Reference 10

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raw_fallback, observed 2026-08-06T23:21:19.224814Z

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=2026-08-06T23:21:12.735425Z digest=sha256:d29a0a37bd6eda87437fdc2eeab2cd907f722bc00838bb976dba64ecae5ab772

Observation a7765933-3469-4e28-9eea-9bd473935261 · outbound

This paper cites Depth map prediction from a single image using a multi-scale deep network,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness Depth map prediction from a single image using a multi-scale deep network,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:19.074774Z

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=2026-08-06T23:21:12.747825Z digest=sha256:d7b1d2d616ff9c1d017e5c2b1690be59543fb8475ed9b2640e8b0b7a685ad670

Observation 6f04db1d-2b90-4e2b-b4f8-eca4ac5dc740 · outbound

This paper cites Learning a probabilistic latent space of object shapes via 3D generative- adversarial modeling,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness Learning a probabilistic latent space of object shapes via 3D generative- adversarial modeling,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:18.905716Z

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=2026-08-06T23:21:12.774749Z digest=sha256:cb5014d4a18085eb131e2497949546f69d13dd97e32b76191f86f4d840075ef0

Observation 3ae45bfb-ce25-4f13-a319-60dd82892535 · outbound

This paper cites A point set generation network for 3D object reconstruction from a single image,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness A point set generation network for 3D object reconstruction from a single image,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:18.760671Z

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=2026-08-06T23:21:12.824756Z digest=sha256:d6f660e2c02daf645d6d8a2d2e6b40a6821fd46fe7f6266330d75ecf244a0f77

Observation 09caf146-d787-4675-9621-92565b3366e8 · outbound

This paper cites Occupancy networks: Learning 3D reconstruction in function space,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness Occupancy networks: Learning 3D reconstruction in function space,

Reference 14

Resolution
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raw_fallback, observed 2026-08-06T23:21:18.574746Z

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=2026-08-06T23:21:12.866802Z digest=sha256:31558efe411471d11c5eba356c4b72dc3c6dc7482c1d154e615f393bd6f54ed7

Observation 9fb5d710-7aad-436c-af36-f63314c642d2 · outbound

This paper cites Convolutional occupancy networks,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness Convolutional occupancy networks,

Reference 15

Resolution
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raw_fallback, observed 2026-08-06T23:21:18.486096Z

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=2026-08-06T23:21:12.915467Z digest=sha256:b00442d0c9f35ca61ac7666d68c8f2fec35a3435a37f634f5ece0a72952bcb0d

Observation 6cbeaeb5-ef95-45f0-adab-9d7da3db0ebe · outbound

This paper cites Panoptic 3D scene reconstruction from a single RGB image,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness Panoptic 3D scene reconstruction from a single RGB image,

Reference 16

Resolution
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raw_fallback, observed 2026-08-06T23:21:18.334825Z

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=2026-08-06T23:21:12.954755Z digest=sha256:822d139fda0cd7d2d7bb595cd34933d4e1150873db2beae79530c5e14e5b81c9

Observation 0e2d44fc-b3b2-494e-84f0-27562fdc4207 · outbound

This paper cites $\alpha$-OCC: Uncertainty-Aware Camera-based 3D Semantic Occupancy Prediction.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness $\alpha$-OCC: Uncertainty-Aware Camera-based 3D Semantic Occupancy Prediction

Reference 17

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local_arxiv, observed 2026-08-06T23:21:15.134751Z

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=2026-08-06T23:21:13.014750Z digest=sha256:fc25d53e4ab1db3c5f3538dcebfe3b472fa885349cbf4d3bd3b3407a3d1b0e5a

Observation b6214f41-e406-4171-880b-eab340b8d02d · outbound

This paper cites LMSCNet: Lightweight multiscale 3D semantic completion,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness LMSCNet: Lightweight multiscale 3D semantic completion,

Reference 18

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raw_fallback, observed 2026-08-06T23:21:18.274755Z

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=2026-08-06T23:21:13.074126Z digest=sha256:6eede2cee3ca7e72daf8b539481546e344f6e62732af2a22936acdb79132fffc

Observation 38794e78-b776-415b-8050-2b27add670d8 · outbound

This paper cites Sparse single sweep LiDAR point cloud segmentation via learning contextual shape priors from scene completion,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness Sparse single sweep LiDAR point cloud segmentation via learning contextual shape priors from scene completion,

Reference 19

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raw_fallback, observed 2026-08-06T23:21:17.934751Z

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=2026-08-06T23:21:13.124017Z digest=sha256:ee0aad028e484141b734ac7a4c86f72eed9f61b65924db2b710718e797d091da

Observation a7e72525-1075-400a-821c-226eef427567 · outbound

This paper cites SWA-SOP: Spatially-aware Window Attention for Semantic Occupancy Prediction in Autonomous Driving.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness SWA-SOP: Spatially-aware Window Attention for Semantic Occupancy Prediction in Autonomous Driving

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:21:13.162855Z digest=sha256:ede8e5e248328a50df995f68212dc87a2ed5ac5e7f103f7caae2a87f5ca4b960

Observation d6bd5fd3-4194-4a8c-be26-5871e27fd10d · outbound

This paper cites SLCF-Net: Sequential LiDAR-camera fusion for semantic scene completion using a 3D recurrent U-Net,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness SLCF-Net: Sequential LiDAR-camera fusion for semantic scene completion using a 3D recurrent U-Net,

Reference 21

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no resolver link, observed 2026-08-06T23:21:13.210692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:21:13.210692Z digest=sha256:525f4711c8de8215331598f75b76349aa3c865774560c99ab3fe5ca85d42ff57

Observation 14ceb80b-b59c-4be9-9bda-ea203718a5f3 · outbound

This paper cites 3D semantic scene completion: A survey,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness 3D semantic scene completion: A survey,

Reference 22

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raw_fallback, observed 2026-08-06T23:21:17.566634Z

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=2026-08-06T23:21:13.233876Z digest=sha256:c4363dd76658e71dc84b3ea6c829ebeb3c3db9328b6348ff37aae5d697132462

Observation 050e6542-d767-40a9-aa7c-2cdc2c1e5d5d · outbound

This paper cites Semantic scene completion from a single depth image,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness Semantic scene completion from a single depth image,

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T23:21:13.274765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:21:13.274765Z digest=sha256:1507cea04a85d5b47bfa8dce97d15721c142eb2082a40967f2cf6cd5c2c97522

Observation f70cf29f-c327-4791-8d7f-a2ab05da0c92 · outbound

This paper cites DiffSSC: Semantic LiDAR Scan Completion using Denoising Diffusion Probabilistic Models.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness DiffSSC: Semantic LiDAR Scan Completion using Denoising Diffusion Probabilistic Models

Reference 24

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no resolver link, observed 2026-08-06T23:21:13.324845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:21:13.324845Z digest=sha256:98f3216331c065012b229e5e7ddb6ac8c806c6c19899d38ba5e07e668913e87e

Observation fdac04b7-bd40-47a1-b4f6-7a4c07d9bc16 · outbound

This paper cites ScanComplete: Large-scale scene completion and semantic segmen- tation for 3D scans,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness ScanComplete: Large-scale scene completion and semantic segmen- tation for 3D scans,

Reference 25

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verified fuzzy
raw_fallback, observed 2026-08-06T23:21:17.310929Z

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=2026-08-06T23:21:13.374748Z digest=sha256:ac6523a37e7a44be9f1a73b792083c12d72ba0ec29e5c89f3db137656202a68a

Observation 0ec10767-fb39-4918-a988-47539e6f37ce · outbound

This paper cites Semantically-aware Neural Radiance Fields for Visual Scene Understanding: A Comprehensive Review.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness Semantically-aware Neural Radiance Fields for Visual Scene Understanding: A Comprehensive Review

Reference 26

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no resolver link, observed 2026-08-06T23:21:13.424747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:21:13.424747Z digest=sha256:3bd81dedeeb0d32f61a326c2d51d1056adefe4e9a06711526314e197f8e88097

Observation eed403d1-6c06-4497-93f1-b3760abf55de · outbound

This paper cites V oxFormer: Sparse voxel transformer for camera- based 3D semantic scene completion,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness V oxFormer: Sparse voxel transformer for camera- based 3D semantic scene completion,

Reference 27

Resolution
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raw_fallback, observed 2026-08-06T23:21:17.164918Z

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=2026-08-06T23:21:13.463072Z digest=sha256:f5e884dc6b847045522df67cdea7b2c6a3597fc1233fc572bb80f5a5b184a279

Observation f4466d9b-5202-498b-9235-2f2e50904fc1 · outbound

This paper cites Adaptive fusion of lidar features for 3d object detection in autonomous driving,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness Adaptive fusion of lidar features for 3d object detection in autonomous driving,

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T23:21:13.505778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:21:13.505778Z digest=sha256:04a85b9d9676ede334438b1e2e89bf37013bdec62466db0139d72897838c1f1f

Observation b7970c6f-0a0d-434b-a4eb-7299875ab18b · outbound

This paper cites End-to-end object detection with transformers,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness End-to-end object detection with transformers,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:16.904746Z

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=2026-08-06T23:21:13.564823Z digest=sha256:70eec8777bc98508138279fe66bb96a1ac50af10242ade97e6c427f669211bb2

Observation cb01a18d-5612-4b41-98d0-e0d4258e15f4 · outbound

This paper cites DETR3D: 3D object detection from multi-view images via 3D-to- 2D queries,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness DETR3D: 3D object detection from multi-view images via 3D-to- 2D queries,

Reference 30

Resolution
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raw_fallback, observed 2026-08-06T23:21:16.734746Z

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=2026-08-06T23:21:13.573166Z digest=sha256:ff0ec2b998b20a52d3d7f149dcfde9f46fcc44d89bdacd3bbd4cd011bdc3c74a

Observation 4e9498a7-88ec-4399-807b-7384c075b48b · outbound

This paper cites Object-centric video prediction via decoupling of object dynamics and interactions,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness Object-centric video prediction via decoupling of object dynamics and interactions,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:16.591843Z

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=2026-08-06T23:21:13.604922Z digest=sha256:95d8c05853661e842b48348b0a77becd3f63696682e5f3a303c9e0b12ab2b68a

Observation 3cacfdcd-1855-4ffe-98cc-a741000fa1df · outbound

This paper cites DUDB: Deep unfolding- based Dual-Branch feature fusion network for pan-sharpening remote sensing images,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness DUDB: Deep unfolding- based Dual-Branch feature fusion network for pan-sharpening remote sensing images,

Reference 32

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verified fuzzy
raw_fallback, observed 2026-08-06T23:21:16.434747Z

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=2026-08-06T23:21:13.643354Z digest=sha256:8f560eb153ee134571339d9fc550b503d253a76b1272375c1cb8c19b7d58e96d

Observation 7f499b2a-4f28-4485-b14e-bb5560333a09 · outbound

This paper cites Deep Hough voting for 3D object detection in point clouds,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness Deep Hough voting for 3D object detection in point clouds,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:16.291519Z

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=2026-08-06T23:21:13.684737Z digest=sha256:3c441d9a2f2e943cf76d9a5c27ecd2ca297f19b32e8692cf00357478ebb26ef1

Observation 5ad504da-fac9-4cca-a326-87e669576ed7 · outbound

This paper cites PointRCNN: 3D object proposal generation and detection from point cloud,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness PointRCNN: 3D object proposal generation and detection from point cloud,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:16.246527Z

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=2026-08-06T23:21:13.734423Z digest=sha256:bb513a4566aac114abe690b50718b250c351c63eff9fe5ec2e0d05cfe1c1d1c9

Observation 82bd9a35-5558-4574-914a-83ac7f63852e · outbound

This paper cites SemanticKITTI: A dataset for semantic scene un- derstanding of LiDAR sequences,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness SemanticKITTI: A dataset for semantic scene un- derstanding of LiDAR sequences,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:16.207925Z

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=2026-08-06T23:21:13.764600Z digest=sha256:b6634134b4756b6d6963ede40e6dc70d282a08d4fd165d0b7e8ad991079a05b9

Observation 341de452-1df0-4870-b6a9-39b2c85bd996 · outbound

This paper cites Are we ready for autonomous driving? The KITTI vision benchmark suite,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness Are we ready for autonomous driving? The KITTI vision benchmark suite,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:16.165403Z

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=2026-08-06T23:21:13.816483Z digest=sha256:6d69929a6c2f57484b4aac5a302b56c1e07a3002e3800a9e2fc0e436a61aa274

Observation 5f2b3ea1-f2c2-4781-b457-15ff5fdcf911 · outbound

This paper cites Monocular 3D object detection for autonomous driving,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness Monocular 3D object detection for autonomous driving,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:16.025970Z

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=2026-08-06T23:21:13.854759Z digest=sha256:9b7918aa159c853f7fbc22859d545607f6ab169d2a4ac89e09fc343037536dc3

Observation 84ec9408-577b-4a4a-b1ae-82594f392308 · outbound

This paper cites Source-free domain adaptation with class prototype discovery,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness Source-free domain adaptation with class prototype discovery,

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T23:21:13.899626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:21:13.899626Z digest=sha256:f003f9ad189e0957e4a99ebe5b807e65a190a76fb28b3934e3e1d310cb6275b4

Observation 4407cb68-0236-4141-bbeb-67be6c75310a · outbound

This paper cites Self- Prompting analogical reasoning for UA V object detection,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness Self- Prompting analogical reasoning for UA V object detection,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:15.772580Z

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=2026-08-06T23:21:13.935606Z digest=sha256:99b2238b48cc7af54f97e14c964534e82a6c16d836e23d5b22d0c7322141ea70

Observation 9be91e8c-13b1-48aa-adc5-1698c10dc524 · outbound

This paper cites Prompt categories cluster for weakly supervised semantic segmenta- tion,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness Prompt categories cluster for weakly supervised semantic segmenta- tion,

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T23:21:13.984756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:21:13.984756Z digest=sha256:e9fa813925a60b86df08fc308183296dadcd6ad009458a54c95e095d2f745321

Observation d441c8bf-3c0c-469f-abcd-fca566030006 · outbound

This paper cites LLM-Enhanced multimodal fusion for Cross-Domain sequential rec- ommendation,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness LLM-Enhanced multimodal fusion for Cross-Domain sequential rec- ommendation,

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T23:21:14.051534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:21:14.051534Z digest=sha256:45f19996e04e3c6aee5b879345f34b175b6f47928396b7b16112d8cd7f631274

Observation 2ad40f77-33ca-46db-a3f2-a3ba6537f306 · outbound

This paper cites Image fusion for cross-domain sequential recommendation,.

OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness Image fusion for cross-domain sequential recommendation,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:15.494755Z

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=2026-08-06T23:21:14.094802Z digest=sha256:d13c4bf3ada75177b1340d20d7c094218610de8a9f2bea5d49b63e33d1cbcd15

Pith citing papers

Observation c0acd5d5-1618-40d4-8db9-b1d9c7612d92 · inbound

SWA-SOP: Spatially-aware Window Attention for Semantic Occupancy Prediction in Autonomous Driving cites this paper.

SWA-SOP: Spatially-aware Window Attention for Semantic Occupancy Prediction in Autonomous Driving OC-SOP: Enhancing Vision-Based 3D Semantic Occupancy Prediction by Object-Centric Awareness

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:21:04.907416Z

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=2026-08-06T23:21:01.915811Z digest=sha256:db9905160849d9d4caa4a6635b62eaf782e2318c745e8c6e89bc0bce6a6712f8