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Paper Citation Record · LEDGER

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy

As of 7 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2507.21358.

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

pith.paper-citation-record.v1
2507.21358 v4

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:56:39.943471Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

64 of 64 outbound references displayed

  • verified exact2
  • verified fuzzy37
  • unresolved25
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5c71903c-feae-49e0-93f9-915ea4db9bab · outbound

This paper cites Aedet: Azimuth- invariant multi-view 3d object detection,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Aedet: Azimuth- invariant multi-view 3d object detection,

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation a221459d-6825-4741-85cc-752305a827f4 · outbound

This paper cites 3d object detection for autonomous driving: A comprehensive survey,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy 3d object detection for autonomous driving: A comprehensive survey,

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 1ccd9384-0d61-45fd-8d99-6e77de5e62b9 · outbound

This paper cites BEVDet: High-performance Multi-camera 3D Object Detection in Bird-Eye-View.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy BEVDet: High-performance Multi-camera 3D Object Detection in Bird-Eye-View

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.595923Z digest=sha256:5a11ee412b225d8e41e764d6ba87af4c621a293de4c6162c4b6a20c500cd920d

Observation 9138cf17-3d2d-44a1-89b7-8f4718f95343 · outbound

This paper cites Bevdepth: Acquisition of reliable depth for multi-view 3d object detection,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Bevdepth: Acquisition of reliable depth for multi-view 3d object detection,

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.602149Z digest=sha256:3644a728dbd51c1b26d6c2576fe6d634c3374376fb2797f0f597114c401ecbd6

Observation 59b3930e-5851-4035-a5c6-46ec339b2804 · outbound

This paper cites BEVDet4D: Exploit Temporal Cues in Multi-camera 3D Object Detection.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy BEVDet4D: Exploit Temporal Cues in Multi-camera 3D Object Detection

Reference 5

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no resolver link, observed 2026-08-06T12:56:39.607296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.607296Z digest=sha256:ed4a6f40f51a70b57cbe73e2256fd84b4af1c08eacb62c72060c49fed5df6b82

Observation 0c7101fc-cc4b-4054-870c-a5777cd1f13b · outbound

This paper cites Bevformer: Learning bird’s-eye-view representation from multi-camera images via spatiotemporal transformers,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Bevformer: Learning bird’s-eye-view representation from multi-camera images via spatiotemporal transformers,

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 0a7b90de-963d-48bc-a3ca-37fa2ca2da2b · outbound

This paper cites Petrv2: A unified framework for 3d perception from multi-camera images,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Petrv2: A unified framework for 3d perception from multi-camera images,

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation a3d171c7-9ce6-4369-aa63-085b4aded536 · outbound

This paper cites Lift, splat, shoot: Encoding images from arbitrary camera rigs by implicitly unprojecting to 3d,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Lift, splat, shoot: Encoding images from arbitrary camera rigs by implicitly unprojecting to 3d,

Reference 8

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.625754Z digest=sha256:f35f3345dc2d40417d6566c1debd85e8caf7ea892f8dee44d1b501840e3e647b

Observation 38cbe827-d41a-4033-b8e6-e58b30566858 · outbound

This paper cites Did we test all scenarios for automated and autonomous driving systems?.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Did we test all scenarios for automated and autonomous driving systems?

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.630612Z digest=sha256:c7925f7b5ce919ec5274f4004f58d7365a7f47578936d0a8bc0433fd6b40ceb0

Observation cd855e1a-badb-4ae9-af95-040e87b31371 · outbound

This paper cites Surroundocc: Multi-camera 3d occupancy prediction for autonomous driving,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Surroundocc: Multi-camera 3d occupancy prediction for autonomous driving,

Reference 10

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.635957Z digest=sha256:7ee618716fdc9bb9f876a7194d4bd016d03cebadcdf44c25da4addbb3235cc09

Observation 170bac37-9ca6-4a09-91e9-610db450b798 · outbound

This paper cites FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.642137Z digest=sha256:5f2917e15a85e3c3b4afc6c99065a30ee4428cc30d7108411f79213cae595193

Observation 19da08d1-a040-48a5-acd1-f2925496c85a · outbound

This paper cites Bevfusion: Multi-task multi-sensor fusion with unified bird’s- eye view representation,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Bevfusion: Multi-task multi-sensor fusion with unified bird’s- eye view representation,

Reference 12

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.647194Z digest=sha256:523925a224537a3d09b5a3703155502521314c796a08e2b11f2af0174edcc256

Observation 6f985795-d5c1-4960-be86-50aa07e53f86 · outbound

This paper cites Anyloc: Towards universal visual place recognition,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Anyloc: Towards universal visual place recognition,

Reference 13

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raw_fallback, observed 2026-08-06T12:56:41.850321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.652280Z digest=sha256:02d9b407c82c8d88a4783a25af7144bced8c5c96239ef7474dc97ecf894098af

Observation dc925958-3189-4976-a41b-afe55c0ad41e · outbound

This paper cites nuscenes: A multimodal dataset for autonomous driving,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy nuscenes: A multimodal dataset for autonomous driving,

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.657187Z digest=sha256:a361214776b76305d8286185f717966fecb40fbeeea6552ad57e4c0f55e2d5a3

Observation 9b16f3a0-73c9-4107-8a7a-ac2244b451fc · outbound

This paper cites Performance and challenges of 3d object detection methods in complex scenes for autonomous driving,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Performance and challenges of 3d object detection methods in complex scenes for autonomous driving,

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 3d41b644-6b19-43a3-b499-ac142aabc524 · outbound

This paper cites Objects are different: Flexible monocu- lar 3d object detection,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Objects are different: Flexible monocu- lar 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 2026-08-07T06:34:17.273281+00:00.

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Observation b0af5ae3-b304-4c5b-914c-b8397d4464af · outbound

This paper cites Is pseudo- lidar needed for monocular 3d object detection?.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Is pseudo- lidar needed for monocular 3d object detection?

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 85580a0b-0f94-4d2a-933f-75b1a02f0c57 · outbound

This paper cites M3d-rpn: Monocular 3d region proposal network for object detection,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy M3d-rpn: Monocular 3d region proposal network for object detection,

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.676270Z digest=sha256:027d02adacf5ae362b08b6ee9162a12399433cae958a0c692f90a3fd845f57dd

Observation a9ca6e10-86b8-4309-a25d-ff1a7ac2fe1f · outbound

This paper cites Delving into localization errors for monocular 3d object detection,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Delving into localization errors for monocular 3d object detection,

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.681017Z digest=sha256:e373a44aa3124dba49eaa2b86ecf6d965cea8e8b648d100595641653ddb51985

Observation 2e8f1396-ab5d-43a4-979b-73d2da9a3183 · outbound

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

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Monocular 3d object detection for autonomous driving,

Reference 20

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raw_fallback, observed 2026-08-06T12:56:41.254327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.685771Z digest=sha256:6459ac7abb77050597eb08540cc5e15470574b3e05c3d7833d78109c613b3447

Observation 5c0a5755-2d95-470e-9384-16d29534e608 · outbound

This paper cites Fcos: A simple and strong anchor-free object detector,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Fcos: A simple and strong anchor-free object detector,

Reference 21

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Observation 357ede9c-5ec9-4a13-af31-bec27a0eb797 · outbound

This paper cites Center- net: Keypoint triplets for object detection,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Center- net: Keypoint triplets for object detection,

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.696076Z digest=sha256:c27a71019df2cee29128f83fa6546cfd9922a1d03b031af07e30be4bf564f488

Observation 4d52c6c1-86e1-4d23-b51d-01c2f28db709 · outbound

This paper cites Fcos3d: Fully convolutional one-stage monocular 3d object detection,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Fcos3d: Fully convolutional one-stage monocular 3d object detection,

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.700765Z digest=sha256:003ebe47d894ca23e87824367109bc5e675b9e9f00140ba546c24984cea0ac69

Observation 5149dce1-42d6-4e4a-acb4-5a8986c1c838 · outbound

This paper cites Bev- san: Accurate bev 3d object detection via slice attention networks,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Bev- san: Accurate bev 3d object detection via slice attention networks,

Reference 24

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raw_fallback, observed 2026-08-06T12:56:40.985624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.705412Z digest=sha256:5fa43f42c867d8b2a0b7eca27ea324f60f426eacedac956098441d9de4fb3710

Observation de57954f-2a02-44e9-8879-d18911d17174 · outbound

This paper cites M$^2$BEV: Multi-Camera Joint 3D Detection and Segmentation with Unified Birds-Eye View Representation.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy M$^2$BEV: Multi-Camera Joint 3D Detection and Segmentation with Unified Birds-Eye View Representation

Reference 25

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.710370Z digest=sha256:bdd46314b20009dab37e26b4b1cdf011cad3d3240bfe51085a3e711e7821396a

Observation 5d9a7a1d-4fe8-4788-8ab8-aac92d04f227 · outbound

This paper cites Detr3d: 3d object detection from multi-view images via 3d-to-2d queries,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Detr3d: 3d object detection from multi-view images via 3d-to-2d queries,

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.715784Z digest=sha256:4a99016fc8f66aa267bb71b77d432ffb97b8b3d37d3a53eb1c277afe480cbb03

Observation b5bedaea-2317-4926-af79-35e70887972c · outbound

This paper cites Petr: Position embedding transformation for multi-view 3d object detection,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Petr: Position embedding transformation for multi-view 3d object detection,

Reference 27

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.721449Z digest=sha256:557e50f6c18235f10fccd9f41086a921263a35f7550da5c2646dab9b5ac91886

Observation 07bb0bf3-c280-4ede-9142-3c468c0f0818 · outbound

This paper cites Sparsebev: High- performance sparse 3d object detection from multi-camera videos,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Sparsebev: High- performance sparse 3d object detection from multi-camera videos,

Reference 28

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.731640Z digest=sha256:32236f2a865067ac2891d9a52105e6e9c5efd0fce2395f64414ceb8948f247cd

Observation fdaba06c-92fc-4233-b745-88a27a8ac341 · outbound

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

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy End-to-end object detection with transformers,

Reference 29

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.736546Z digest=sha256:d2c2d74ac013cc3bcc557c4c7c50cc4234ebd04979dbc05ec0990132c9e2cb12

Observation 6eadbc0c-ead2-4899-815f-3844c3ab6936 · outbound

This paper cites Virtual occupancy grid map for submap-based pose graph slam and planning in 3d environments,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Virtual occupancy grid map for submap-based pose graph slam and planning in 3d environments,

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.748676Z digest=sha256:71419510c56156390f705b82f9afd7a9fb2fb7aad94b2cbbf7a0c161d139d695

Observation 1340080c-eb89-4dfb-a62a-2b4b0845dc11 · outbound

This paper cites 3d path planning and stereo-based obstacle avoidance for rotorcraft uavs,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy 3d path planning and stereo-based obstacle avoidance for rotorcraft uavs,

Reference 31

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raw_fallback, observed 2026-08-06T12:56:40.725333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.755857Z digest=sha256:8bab2ad96e577ec642fa1b0299f8807ca58f1f54d04470b04da57ecae7482fe6

Observation efa014fb-6dd0-447b-a107-f7ae15fa529c · outbound

This paper cites Using occupancy grids for mobile robot perception and navigation,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Using occupancy grids for mobile robot perception and navigation,

Reference 32

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no resolver link, observed 2026-08-06T12:56:39.763795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.763795Z digest=sha256:2d3a2230445c385f2a12fd9aee5c360ed99343c84321f97c2f61c33f70f579f6

Observation dcfccb2e-b3b4-43d0-bd57-6b06317e4757 · outbound

This paper cites Occupancy anticipation for efficient exploration and navigation,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Occupancy anticipation for efficient exploration and navigation,

Reference 33

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raw_fallback, observed 2026-08-06T12:56:40.689865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.769687Z digest=sha256:26735f14640644835d3d1e33869effcde731e506c4d69124fb6741e76b0ee7d0

Observation 68e090a6-fa36-48a3-862a-abf98d67e168 · outbound

This paper cites Probabilistic and geometric depth: Detecting objects in perspective,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Probabilistic and geometric depth: Detecting objects in perspective,

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.775416Z digest=sha256:ee5ca0c030d25dba318225bc864075e8f0fd3edb614f6b2675d8e7f0ac90e70e

Observation 787e6b2d-1093-47fe-819f-a1092514ba91 · outbound

This paper cites High resolution maps from wide an- gle sonar,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy High resolution maps from wide an- gle sonar,

Reference 35

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raw_fallback, observed 2026-08-06T12:56:40.642040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.783575Z digest=sha256:f5a1fbdbb339d1d80c77a40f19fc51e80863dcbc0bf6ebc4a7698e06f2be190f

Observation 96acf935-8a58-479e-a37f-9151cdf9fc6c · outbound

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

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Tri-perspective view for vision-based 3d semantic occupancy prediction,

Reference 36

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raw_fallback, observed 2026-08-06T12:56:40.621644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.789078Z digest=sha256:46b3172abf6796e663e3bc4bdab534b03ba3dc9b579dfcce686ecb28be617cfd

Observation b004c9bd-d9d7-4f97-bac2-c88052c3a757 · outbound

This paper cites Occ3d: A large-scale 3d occupancy prediction benchmark for autonomous driving,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Occ3d: A large-scale 3d occupancy prediction benchmark for autonomous driving,

Reference 37

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raw_fallback, observed 2026-08-06T12:56:40.602282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.793593Z digest=sha256:0dd19819dae224b19611268de2bbf7ed85a862a34bc5a361b3e3a1d1fb76ccbd

Observation 3ea30b07-3b60-4d38-8756-108f39e500e3 · outbound

This paper cites OccNeRF: Advancing 3D Occupancy Prediction in LiDAR-Free Environments.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy OccNeRF: Advancing 3D Occupancy Prediction in LiDAR-Free Environments

Reference 38

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.799018Z digest=sha256:159f712bebb5e371f4a3227227fb4540e1f896978a6a1fae19b7dfffcd3f49fa

Observation 0e8b8a93-d11a-4ae1-9a7a-fffecb61af06 · outbound

This paper cites Sparseocc: Rethinking sparse latent representation for vision-based semantic occupancy prediction,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Sparseocc: Rethinking sparse latent representation for vision-based semantic occupancy prediction,

Reference 39

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no resolver link, observed 2026-08-06T12:56:39.804520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.804520Z digest=sha256:179f1983ad457734a5eec76ce1ea7bbff7b7597075e4a3edbdc05850848df377

Observation 48b5dae8-7565-46b9-ba43-0f86bc7e65fa · outbound

This paper cites 3dssd: Point-based 3d single stage object detector,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy 3dssd: Point-based 3d single stage object detector,

Reference 40

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raw_fallback, observed 2026-08-06T12:56:40.561953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.809635Z digest=sha256:733969452dae6e7de804e45678a8e1c0238084927b2595b2f1afcf2cd248a89f

Observation bd795a6d-d54b-4733-9bc1-883369eb70a9 · outbound

This paper cites Std: Sparse-to-dense 3d object detector for point cloud,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Std: Sparse-to-dense 3d object detector for point cloud,

Reference 41

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no resolver link, observed 2026-08-06T12:56:39.814360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.814360Z digest=sha256:3ef6588e93d14fed8d5c481515f00fb604c7349e25195469e3b618727e939d0d

Observation c3578f2b-8075-475b-bd48-381fce086108 · outbound

This paper cites A survey on 3d object detection methods for autonomous driving applications,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy A survey on 3d object detection methods for autonomous driving applications,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:56:40.527411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.819187Z digest=sha256:5a76b209c4bc4146b72f65874bdc0a5951035868fe141508a542b497bcb87410

Observation dfbb3f69-49d2-4beb-a4ac-9e6e59a9f291 · outbound

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

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Occformer: Dual-path transformer for vision-based 3d semantic occupancy prediction,

Reference 43

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unresolved
no resolver link, observed 2026-08-06T12:56:39.824804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.824804Z digest=sha256:69f6f499c4786fa5dd3da730ccb9b1cbf871b213dc055e61865f72b6c8030c2f

Observation 9b90caaf-cd60-40ee-ade8-e2f8f20d79e9 · outbound

This paper cites Deep residual learning for image recognition,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Deep residual learning for image recognition,

Reference 44

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no resolver link, observed 2026-08-06T12:56:39.831088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.831088Z digest=sha256:6e572e6cfd70a8d28a00042066b5ed656715d5ea0ae71751182d6858e90b6b58

Observation 67a873bb-289c-4892-a6cd-a4fa4ff9a475 · outbound

This paper cites Feature pyramid networks for object detection,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Feature pyramid networks for object detection,

Reference 45

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no resolver link, observed 2026-08-06T12:56:39.836229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.836229Z digest=sha256:da44f6516248e2f110dda6b9905106d17e68dc6d22d50dcaf42bb758ea0e0beb

Observation ca5394cc-75ec-4a5e-a4cc-5b54a53c7a6b · outbound

This paper cites FastOcc: Accelerating 3D Occupancy Prediction by Fusing the 2D Bird's-Eye View and Perspective View.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy FastOcc: Accelerating 3D Occupancy Prediction by Fusing the 2D Bird's-Eye View and Perspective View

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-08-06T12:56:40.106533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.841862Z digest=sha256:9f9a0ff73ad6d36b7041c85847113cb51380086857c0acdd3b12524cd290c6af

Observation e1b54154-2157-4200-8d79-4209ad7ebf42 · outbound

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

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy PointOcc: Cylindrical Tri-Perspective View for Point-based 3D Semantic Occupancy Prediction

Reference 47

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no resolver link, observed 2026-08-06T12:56:39.847772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.847772Z digest=sha256:9db1b72655b04018ac2c91093c820c4b7e8a2f174be7b6c611359ce3762c47ba

Observation 79becef4-dfc2-4141-a9f6-62840eb5c43a · outbound

This paper cites Density- preserving deep point cloud compression,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Density- preserving deep point cloud compression,

Reference 48

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no resolver link, observed 2026-08-06T12:56:39.853841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.853841Z digest=sha256:b9e53d15ab6c6948446f0fa6d3be6033047cf4df80e2b849723e9e831a32fa05

Observation 3de706d5-6a56-401b-95b7-7a07963f2ecc · outbound

This paper cites Visionkg: Unleashing the power of visual datasets via knowledge graph,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Visionkg: Unleashing the power of visual datasets via knowledge graph,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:56:40.462881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.858918Z digest=sha256:c4e12be1d188e138b0141bc7f93ca8b43d42e452e602ce4d411fdb31f2e791a6

Observation 82184888-8c50-4b5c-a6fb-dd0555f604b7 · outbound

This paper cites Squeeze-and-excitation networks,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Squeeze-and-excitation networks,

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T12:56:39.866477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.866477Z digest=sha256:cf283efd756176455236bf858f901c946f70de0f6488fa7decfe04808addb3bb

Observation a9a52842-a963-4f8c-82d8-dd59ff94f1e1 · outbound

This paper cites Density-based clustering for 3d object detection in point clouds,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Density-based clustering for 3d object detection in point clouds,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:56:40.424740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.872579Z digest=sha256:f4e86c755fe3c4fb6539eab5eabab1e292c232470810487c2cd9a7fc59a0eeeb

Observation 6bdbe8dc-d6af-4330-8f61-10320f3dc6a4 · outbound

This paper cites Infofocus: 3d object detec- tion for autonomous driving with dynamic information modeling,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Infofocus: 3d object detec- tion for autonomous driving with dynamic information modeling,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:56:40.402468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.877870Z digest=sha256:158c44a8d009d179a97c8b7c43a23d63dec3d2eb468a58dfab656c86683e8597

Observation 193a61b1-0570-43f6-81b1-7e3225556e82 · outbound

This paper cites Pointpillars: Fast encoders for object detection from point clouds,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Pointpillars: Fast encoders for object detection from point clouds,

Reference 53

Resolution
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no resolver link, observed 2026-08-06T12:56:39.883047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.883047Z digest=sha256:62e713e68325b9d502020b2cde00a0e14798bf3f45f5771351e906abc28875a2

Observation 80376cf4-312d-4614-b860-8b73612acd1e · outbound

This paper cites Centerfusion: Center-based radar and camera fusion for 3d object detection,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Centerfusion: Center-based radar and camera fusion for 3d object detection,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:56:40.369534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.888111Z digest=sha256:5f5bb610a5ac80cf39c651b4e51453a904eb9729a0c76d6b016ea78523dfea2a

Observation f1145b7b-7403-4ffb-9e6e-7a1b87ade827 · outbound

This paper cites Mvfusion: Multi-view 3d object detection with semantic-aligned radar and camera fusion,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Mvfusion: Multi-view 3d object detection with semantic-aligned radar and camera fusion,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:56:40.350681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.893340Z digest=sha256:7c9279a8c71ff49eabf61023ace17a02ffee322674995c6df153b0a65ac1879d

Observation 89272d56-a550-43a3-9ec9-cd80186171ae · outbound

This paper cites Learning ego 3d representation as ray tracing,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Learning ego 3d representation as ray tracing,

Reference 56

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verified fuzzy
raw_fallback, observed 2026-08-06T12:56:40.332199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.898979Z digest=sha256:35ea788de3350208a15168616f1f9bfc9939b6dc0622c001144896d3213d489f

Observation 9a712842-14eb-480c-b46d-58c0296af5f1 · outbound

This paper cites Cross modal transformer: Towards fast and robust 3d object detection,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Cross modal transformer: Towards fast and robust 3d object detection,

Reference 57

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verified fuzzy
raw_fallback, observed 2026-08-06T12:56:40.311994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.903917Z digest=sha256:f45dd84a1a63fcb3f389dad43282658e17e029b387568c53956038d9ae12af6e

Observation ad0bee8b-596d-40e8-8420-98c9530d4f8b · outbound

This paper cites X3kd: Knowledge distillation across modalities, tasks and stages for multi-camera 3d object detection,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy X3kd: Knowledge distillation across modalities, tasks and stages for multi-camera 3d object detection,

Reference 58

Resolution
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raw_fallback, observed 2026-08-06T12:56:40.291088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.909547Z digest=sha256:df8ca09a6bcc7449e2c98f3dd49cb3da24a70b6a3c1ad9ed8d8081ff1d6cd526

Observation d143963e-239a-4951-96d3-b0be24ec14b3 · outbound

This paper cites Sogdet: Semantic-occupancy guided multi-view 3d object detection,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Sogdet: Semantic-occupancy guided multi-view 3d object detection,

Reference 59

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raw_fallback, observed 2026-08-06T12:56:40.273920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.915487Z digest=sha256:5adf782601844a62bdacf08898fc28d7da6a4a456b1a4fb6b75f87604b9cbc2d

Observation e004350a-4d67-4b17-9f24-474466bf5ca4 · outbound

This paper cites Cobev: Elevating roadside 3d object detection with depth and height complementarity,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Cobev: Elevating roadside 3d object detection with depth and height complementarity,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:56:40.254347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.920536Z digest=sha256:f9cce7429f1f5a11085fef780b95c79fa6fbb77f5aac9756a30abd018f76fb55

Observation b5a4f266-a630-4e88-8fe4-cf86d5515eb6 · outbound

This paper cites DualBEV: Unifying Dual View Transformation with Probabilistic Correspondences.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy DualBEV: Unifying Dual View Transformation with Probabilistic Correspondences

Reference 61

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verified exact
local_arxiv, observed 2026-08-06T12:56:40.053632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.926015Z digest=sha256:90b38e0fa9c66fabcb8c6c1ce567d3f79d07a63a68765fb74b63f7d3cbe02ef4

Observation bbf8b84f-9b44-4acf-8312-9eaacc03b14d · outbound

This paper cites Decoupled Weight Decay Regularization.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Decoupled Weight Decay Regularization

Reference 62

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no resolver link, observed 2026-08-06T12:56:39.932392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.932392Z digest=sha256:8b584fb0a519d03ca4a3e3b42059c46cb786b57f8198eebefa5b1a5ddc79450b

Observation c11bffd0-8951-4765-92eb-ac6b3d917ddb · outbound

This paper cites Class-balanced Grouping and Sampling for Point Cloud 3D Object Detection.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Class-balanced Grouping and Sampling for Point Cloud 3D Object Detection

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-06T12:56:39.937573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.937573Z digest=sha256:1fd252a1eb0f230815534abbb20db4b4f7ba8fdcde0a5314d0584164acff9760

Observation fbbed155-3bd8-462b-ba55-bee989eed5ac · outbound

This paper cites Instance-aware multi-camera 3d object detection with structural pri- ors mining and self-boosting learning,.

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy Instance-aware multi-camera 3d object detection with structural pri- ors mining and self-boosting learning,

Reference 64

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verified fuzzy
raw_fallback, observed 2026-08-06T12:56:40.236686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:56:39.943471Z digest=sha256:930a08e3b9f6aa239e7b8cf69bf621e3700e594a02a448d4a2eb9c63267cb663

Pith citing papers

No inbound Pith citation observations are available.