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Paper Citation Record · LEDGER

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

As of 11 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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+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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raw_fallback, observed 2026-08-06T12:56:42.502526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.589822Z digest=sha256:89c88f8d320cebf9de429f53a0e34977df704ef41edc53da3705ede0f931ce4c

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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no resolver link, observed 2026-08-06T12:56:39.595923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.595923Z digest=sha256:1ce8e39ecc7501f99f8781be45c279148f9fd05ae689223e337438a0b0339001

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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raw_fallback, observed 2026-08-06T12:56:42.370166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.602149Z digest=sha256:91e2112bf9c1d1d1102a928f16f6ea302be94a8fa39d79383e9ff92fe8b03723

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:bf481413717dae2e93baa96ee447e80790c05155c409fe423213137071709a93

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.

source=pdf_text observed=2026-08-06T12:56:39.614358Z digest=sha256:797467cb42ac6dfc9326ec5f88dd0242c0e57e41a001a40a8b0a4a63a1682e5a

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.620320Z digest=sha256:3eb697365f3e88f24470301dafbe0bf3b98ab419eb42549c19934da7e1d0e733

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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no resolver link, observed 2026-08-06T12:56:39.625754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.625754Z digest=sha256:a22e83ccf4269ba61b5fda856582ab224af53dc46794b80dfef9162be4d06c83

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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raw_fallback, observed 2026-08-06T12:56:42.026856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.630612Z digest=sha256:412fc0948de3dcd85d193541f6bbb198d69325aec8aef19f6537b895fdce1527

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=sha256:34724904b0d57702da3320a60b8bf35c2bd0dfc455ae73d163c7eb80082f27c1

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=sha256:00b95630f0654cd5a169de87b221c438f15b5291a6679c68354162ca0c805263

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=sha256:5362d0c1995066da07a1251fc8d50d108e468274bb51966afdc7dcf6223373ce

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.652280Z digest=sha256:906a3969e84e677ae01d99fb43ef1549e6ac7602d5337b20da35cf16547bccd8

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=sha256:84844a6f2ad291cee456ca05b6c36707684727b2f6dcb1379e35a156382a8af7

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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raw_fallback, observed 2026-08-06T12:56:41.752038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.661948Z digest=sha256:cc1cb0d1e6a62d90f2b4a5ff3b831ca4d4a5440c3c0510bccbe9b7f8db73e813

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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.676270Z digest=sha256:61e09b16f254583d33834fb2d6173764feef78f36e1dc3ae29d80a7b667b710c

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:d7f8c106ded396d894a8531d40ca74d7a0b863705ac07b5d712070e66f045c39

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.685771Z digest=sha256:a02d366cb6af1672d78cdfa6d5c40cbc7c961147476cc8ce176680ec89c48c65

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.690610Z digest=sha256:4e860d2a85d2859c61d7a0914230b4fed61a373e7af0b28e0f0d5ef9546f928d

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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raw_fallback, observed 2026-08-06T12:56:41.146759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.696076Z digest=sha256:a5f0cbf476c1091686fda3def28d8e449a0bf4e3e09b85add7628a7e1386b78d

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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raw_fallback, observed 2026-08-06T12:56:41.082240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.700765Z digest=sha256:ce95a3d788c0792d3b9ba274a10be6e0dbb28cace20639f1615fd8f81b6ab42f

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.705412Z digest=sha256:5ef4cb96604d03ed82d31dfa64593ff45d97ea3c5ff51ffdad553e9d22135d38

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=sha256:08bd6efeddd554e96189f39606ee684b4cc64f8b2d534477aa42517448d13574

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.715784Z digest=sha256:d739b41086f184a051e5b519a03062d46b62e1b637bae8f97742e35b83228891

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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raw_fallback, observed 2026-08-06T12:56:40.834515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.721449Z digest=sha256:d6461b2854fcf1932ebdc40cfc0198fd0e7f10ea042d427391f30b77a214c67d

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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raw_fallback, observed 2026-08-06T12:56:40.804052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.731640Z digest=sha256:9a5fbc8fa4f5b03ac16667084b281aa10f4edc98ba8a1c099671eb4d3e390ef2

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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no resolver link, observed 2026-08-06T12:56:39.736546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.736546Z digest=sha256:a1067677ee81493a4dd49dcfbddb5388328c873e0c34999da4f5f293873b6ba3

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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raw_fallback, observed 2026-08-06T12:56:40.750654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.748676Z digest=sha256:7e2a4d13a7e0d0ce367b030f93c730997fbd58221bad6c1e9fad04bec0100319

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.755857Z digest=sha256:0a68761a6c38412faf46906d690d713bdc39547664c044f727168ab32aa68614

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:a5baa22fb0a040f562bf235eeb612f4ea2f5d4ca5e0ad960c2799645be647011

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

Resolution
verified fuzzy
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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.769687Z digest=sha256:ccdb69b77f3ce2d08df751c06a9076531038541812900596f444950e1665a7a6

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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raw_fallback, observed 2026-08-06T12:56:40.663673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.775416Z digest=sha256:151a0784212e991de9c5042866ca84c46ffab8c2f194d1a1c3c88bb1351a535f

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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verified fuzzy
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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.783575Z digest=sha256:6baf5ab4bb6505fd16be047dd1e33b0fe80d814e1fa87b507c2a5d1640fd61a0

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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verified fuzzy
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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.789078Z digest=sha256:1c53320012084228125fb03de170b6bf66b74f97231d2aecef172b2de75ab53d

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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verified fuzzy
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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.793593Z digest=sha256:1af99b278846c465ab2d2ea0a5ec04d176e68653a16150c574bcbb7f7833f666

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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unresolved
no resolver link, observed 2026-08-06T12:56:39.799018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:56:39.799018Z digest=sha256:73f707947e881ad958d9821a2204ebfa737432b8a63f3cea2879ade0b803ae46

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=sha256:1b208c1b811f3da20915d047792c0170a173f895337d937f3e27c5e84f62cf63

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

Resolution
verified fuzzy
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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.809635Z digest=sha256:cb377905e2e7276ede62b4efed4dce4144f4b9b25fc7c38bb9bcb13d79bc2374

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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unresolved
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:bf2e5bc680d0a60d3c91fcb8ce2e2d78e55ab594f8480793d84e0cea5f0ecada

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.819187Z digest=sha256:7636ac37daf15e797ecb3eef59f9832ac71a28ba2c4585ccb56e93fe3081c46a

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

Resolution
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=sha256:58dcff54d783df8379e2a72c88002b8b80e9127d36d9e92c8f090d6e7811c072

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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unresolved
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=sha256:025b28251ec17f9ffae0a6635807388b4d31d9bcdf66b0141a220d574254f47f

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

Resolution
unresolved
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=sha256:81e2b1e3ce4190033ef7210f2d0a248ecfa433962fbbfe36c7013f9c304306e5

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.841862Z digest=sha256:7d206f83e75f5c58522e3e8537429bc87bdcb52d61cb473e8e6b12bc85827af2

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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unresolved
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=sha256:75fccb95bed942c2cd3592648f5c109405b91ec0899fe62d0373aa421805f4a5

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

Resolution
unresolved
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:f807d82aa4de848cf12e2d18008a31b07303a0d084da7fc954a16c1a02ea0b87

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.858918Z digest=sha256:c2f523ba3f19525ee4548443143b11c563249ae95c86847289dfa787baa37cdb

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=sha256:24674bb739db1ba6eaf352c26901980ea02a176bcbf70affa5a2153d8921ef43

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.872579Z digest=sha256:b363505daaf48789f5fe0d3280e3705df7fd15468368e44b9b7c3fcd3c5f9b64

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.877870Z digest=sha256:8c88e7b57769666e31294d6c9c0db4e952d7ae16d00a4d565d1a04d06db81094

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
unresolved
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=sha256:4627cdd128bd4d0fab79b40a5716c699e471abeda0b5eca09ff555f133691cb7

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.888111Z digest=sha256:885021c331faa611faae0e0f96532a78b0d6549e2a8ef00730da813ff7689f35

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.893340Z digest=sha256:f4f83352b483ee6f5394f769a5c46d60e7dc6deab36151953cd116503dc99811

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

Resolution
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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.898979Z digest=sha256:e2b1c3a43d0682bd1c1b62f600c132c801cfd399cdee2223a2e1014fb73c23f4

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

Resolution
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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.903917Z digest=sha256:b127597efd909d94186675ee013e9c28b5fec45760d88956a4fe239ef7467136

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
verified fuzzy
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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.909547Z digest=sha256:c4894ff983c19bc7186f6cf304658b455b61c045f09d48baf01578a2ac1a6651

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

Resolution
verified fuzzy
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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.915487Z digest=sha256:edbd31c6d36df3c007c2ed1943793b082d634434474ae67f43d8f5f1edc05a03

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.920536Z digest=sha256:91f489e803b0c466dd68ba96fb53e85507eab53fb8dc16bdeb6a47619f69d7e5

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

Resolution
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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.926015Z digest=sha256:360aac427a8fba4faba052a88f5aa21e7f8cf7264af83904e3c4457a9464d3c2

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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unresolved
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:de7694107f561af5700bb6992f052a2cf072bc1f15a663af853d9240e49f80d6

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=sha256:7fcc7f0a48336aaf55314c1ad9c2ff3c2ca6430b5ad0124085988dce2b5ee711

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

Resolution
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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T12:56:39.943471Z digest=sha256:dd4146b9dcf5fc57c095c0add5a75ab4d81cc5dc61554c931f829a6972c307f7

Pith citing papers

No inbound Pith citation observations are available.