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Paper Citation Record · LEDGER

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective

As of 7 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2508.00359.

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

pith.paper-citation-record.v1
2508.00359 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:15:57.306357Z

measured 47 of 47 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

47 of 47 outbound references displayed

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  • verified fuzzy37
  • unresolved8
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e653645a-85e3-4b21-bdad-62783f9a4036 · outbound

This paper cites Cooperative perception for 3d object detec- tion in driving scenarios using infrastructure sensors.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Cooperative perception for 3d object detec- tion in driving scenarios using infrastructure sensors

Reference 1

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verified fuzzy
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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 69c40120-d967-4ede-9d05-0dbc78290570 · outbound

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

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective End-to- end object detection with transformers

Reference 2

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no resolver link, observed 2026-08-06T10:15:57.082804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 6280b1fd-f678-4370-93b8-5d61ef83f8c8 · outbound

This paper cites F-cooper: Feature based cooperative perception for autonomous vehicle edge computing system using 3d point clouds.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective F-cooper: Feature based cooperative perception for autonomous vehicle edge computing system using 3d point clouds

Reference 3

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verified fuzzy
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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 94a54d37-31e4-4e1a-8212-1854874802b2 · outbound

This paper cites Cooper: Cooperative perception for connected autonomous vehicles based on 3d point clouds.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Cooper: Cooperative perception for connected autonomous vehicles based on 3d point clouds

Reference 4

Resolution
verified fuzzy
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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 ee793183-95bd-4384-b033-e24a2376e6eb · outbound

This paper cites Transiff: An instance-level feature fusion framework for vehicle- infrastructure cooperative 3d detection with transformers.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Transiff: An instance-level feature fusion framework for vehicle- infrastructure cooperative 3d detection with transformers

Reference 5

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verified fuzzy
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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 fc289ceb-2088-4496-b86c-d6dccfe22958 · outbound

This paper cites Carla: An open urban driv- ing simulator.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Carla: An open urban driv- ing simulator

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:58.035065Z

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 16b6ac22-9bbd-4b8c-a601-e777012209f9 · outbound

This paper cites Multi- agent collaborative perception via motion-aware robust com- munication network.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Multi- agent collaborative perception via motion-aware robust com- munication network

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:58.018555Z

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 aca3d0ed-e5d2-4580-b61a-cd91251ee469 · outbound

This paper cites Where2comm: Communication-efficient collab- orative perception via spatial confidence maps.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Where2comm: Communication-efficient collab- orative perception via spatial confidence maps

Reference 8

Resolution
verified fuzzy
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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 cb059e11-1aee-4f79-a00d-e0d25d2cef96 · outbound

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

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective BEVDet4D: Exploit Temporal Cues in Multi-camera 3D Object Detection

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T10:15:57.120743Z digest=sha256:7d0530e773e7669d9dc7e14286b5d5481614446113f04347ef36a60b485b5677

Observation 09e80956-b6ba-4016-9c6e-399008981ec1 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Adam: A Method for Stochastic Optimization

Reference 10

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no resolver link, observed 2026-08-06T10:15:57.126614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 50abb908-86b3-46d5-ae53-37322eff0de8 · outbound

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

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Pointpillars: Fast encoders for object detection from point clouds

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.986858Z

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 6fc10f9a-8cdf-4043-8e32-b09bd050b54a · outbound

This paper cites Latency-aware collaborative perception.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Latency-aware collaborative perception

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.970240Z

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 a0a1b25b-6a4a-47d2-b94c-b06352928ceb · outbound

This paper cites Learning distilled collaboration graph for multi-agent perception.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Learning distilled collaboration graph for multi-agent perception

Reference 13

Resolution
verified fuzzy
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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 c06cf776-944d-420f-864b-6cbb6f51212f · outbound

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

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Bevdepth: Acquisition of reliable depth for multi-view 3d object detec- tion

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.936668Z

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 ff47b125-d7d7-42fc-9452-9ada7708a284 · outbound

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

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Bevformer: Learning bird’s-eye-view representation from multi-camera images via spatiotemporal transformers

Reference 15

Resolution
verified fuzzy
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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 c10f514e-1a16-4c28-baf1-50532e80ef99 · outbound

This paper cites Focal loss for dense object detection.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Focal loss for dense object detection

Reference 16

Resolution
verified fuzzy
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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 62927293-775f-4ffb-9136-65bbb4c001b3 · outbound

This paper cites Sparse4D: Multi-view 3D Object Detection with Sparse Spatial-Temporal Fusion.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Sparse4D: Multi-view 3D Object Detection with Sparse Spatial-Temporal Fusion

Reference 17

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 298f367e-efa1-4503-b8ca-0d5c70df73bf · outbound

This paper cites Towards Vehicle-to-everything Autonomous Driving: A Survey on Collaborative Perception.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Towards Vehicle-to-everything Autonomous Driving: A Survey on Collaborative Perception

Reference 18

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no resolver link, observed 2026-08-06T10:15:57.166962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 35ee1d8d-1bd6-4c32-9d52-c16f93693d2c · outbound

This paper cites Select2col: Leveraging spatial-temporal impor- tance of semantic information for efficient collaborative per- ception.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Select2col: Leveraging spatial-temporal impor- tance of semantic information for efficient collaborative per- ception

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.883316Z

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 07366e65-22e4-493d-8f68-395bd6150beb · outbound

This paper cites Who2com: Collaborative perception via learnable handshake communication.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Who2com: Collaborative perception via learnable handshake communication

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.867217Z

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 fba4860d-3d7d-4f9d-8832-314d2e37b9c8 · outbound

This paper cites Decoupled Weight Decay Regularization.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Decoupled Weight Decay Regularization

Reference 21

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7e09c0fc-ef2e-44fd-bd72-919a1149eed4 · outbound

This paper cites Disconet: Shapes learning on dis- connected manifolds for 3d editing.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Disconet: Shapes learning on dis- connected manifolds for 3d editing

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.851067Z

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 eec69974-f090-4b75-905c-94f0aa10f087 · outbound

This paper cites Time will tell: New outlooks and a baseline for temporal multi- view 3d object detection.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Time will tell: New outlooks and a baseline for temporal multi- view 3d object detection

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.835636Z

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 0f5f2ed8-0887-45e4-bb5e-6581a6dac787 · outbound

This paper cites Faster r-cnn: Towards real-time object detection with region proposal networks.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Faster r-cnn: Towards real-time object detection with region proposal networks

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.819997Z

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 0fe5059e-15ce-4457-918b-a9615ebd742e · outbound

This paper cites Vips: Real-time perception fusion for infrastructure-assisted au- tonomous driving.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Vips: Real-time perception fusion for infrastructure-assisted au- tonomous driving

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.802966Z

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 7179b6db-bf96-46ca-9084-ae94e962c6d2 · outbound

This paper cites Exploring object-centric temporal modeling for efficient multi-view 3d object detection.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Exploring object-centric temporal modeling for efficient multi-view 3d object detection

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.786402Z

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 d4dedf1a-4088-4802-a589-513c9fa3d45a · outbound

This paper cites Umc: A unified bandwidth-efficient and multi-resolution based collaborative perception framework.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Umc: A unified bandwidth-efficient and multi-resolution based collaborative perception framework

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.770826Z

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=2026-08-06T10:15:57.210861Z digest=sha256:3493245ce051edce39ee2129c8c423280fd16a4e2ff3d81d4aa30ce7ebb37186

Observation 5cab4dd4-8f65-48da-be16-75a47d828ee0 · outbound

This paper cites V2vnet: Vehicle-to-vehicle communication for joint perception and prediction.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective V2vnet: Vehicle-to-vehicle communication for joint perception and prediction

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.752062Z

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=2026-08-06T10:15:57.215839Z digest=sha256:d1dd8011fab167b300539584b4e0266c8fe2899777366e81b3a33f8f4a62b830

Observation d92188c1-e8e4-4012-8568-6e3294821cd0 · outbound

This paper cites Opencda: an open cooperative driving automa- tion framework integrated with co-simulation.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Opencda: an open cooperative driving automa- tion framework integrated with co-simulation

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.734771Z

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=2026-08-06T10:15:57.220527Z digest=sha256:85bae795f0b7b465d9400d2df2003385fdebcf3a2f12f6eeb41f08469fcc7947

Observation 7899ef6f-dcdb-4099-89bc-50f129f2d644 · outbound

This paper cites Bridging the Domain Gap for Multi-Agent Perception.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Bridging the Domain Gap for Multi-Agent Perception

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-08-06T10:15:57.367856Z

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=2026-08-06T10:15:57.225114Z digest=sha256:ef871c06830021d7942af70e1c24ca7eefd20822775a9f4b07a272c263497971

Observation dd4b7f7a-06d5-49a7-a846-4d5ed2f2899a · outbound

This paper cites V2x-vit: Vehicle-to-everything cooperative perception with vision transformer.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective V2x-vit: Vehicle-to-everything cooperative perception with vision transformer

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.718743Z

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=2026-08-06T10:15:57.230134Z digest=sha256:d99006d5f4be8d09f29fd310a507ea87fd11a357e28f79ec176757630bf81436

Observation 4f673e39-9bd9-479c-9ca6-5c03a2b76ad8 · outbound

This paper cites Opv2v: An open benchmark dataset and fusion pipeline for perception with vehicle-to-vehicle communica- tion.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Opv2v: An open benchmark dataset and fusion pipeline for perception with vehicle-to-vehicle communica- tion

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.684305Z

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=2026-08-06T10:15:57.239392Z digest=sha256:0a43b3f6ca0a8e6c17c79f9cc01a0de165a8b265d57fce65c2745d1b93b6d10a

Observation dd83fac9-d24e-4bd0-8cad-99d17e31f9b5 · outbound

This paper cites Cobevt: Cooperative bird’s eye view semantic segmentation with sparse transformers.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Cobevt: Cooperative bird’s eye view semantic segmentation with sparse transformers

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.667050Z

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=2026-08-06T10:15:57.243718Z digest=sha256:3cd2af265affe668f982a097049fa64f322074810930f2a329035d810a3941b6

Observation 2fda657a-5011-4b7d-9e48-22543df47f65 · outbound

This paper cites V2v4real: A real-world large-scale dataset for vehicle-to-vehicle cooperative perception.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective V2v4real: A real-world large-scale dataset for vehicle-to-vehicle cooperative perception

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.650666Z

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=2026-08-06T10:15:57.248082Z digest=sha256:5d99c471591eb7a3895e2a469e79a0285588dbeaac94ad684b922ff82fa94e4d

Observation 0e50abbe-ea9a-4e08-9ef2-ca59b204af4f · outbound

This paper cites How2comm: Communication-efficient and collaboration-pragmatic multi- agent perception.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective How2comm: Communication-efficient and collaboration-pragmatic multi- agent perception

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.634409Z

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=2026-08-06T10:15:57.253015Z digest=sha256:71804dd83d9d754dc77d9b0dff940623a6f4ecb229f83bf906e2dcd99bc6ed57

Observation c1149863-a5f5-4995-b7d6-3d2b089a5f99 · outbound

This paper cites What2comm: Towards communication-efficient collaborative perception via feature decoupling.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective What2comm: Towards communication-efficient collaborative perception via feature decoupling

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.617687Z

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=2026-08-06T10:15:57.257537Z digest=sha256:16962d78b91414e68076b2526d29ca7bf05894cc115e500773e2b38c72b3a53c

Observation 4c93f699-b265-41f1-94c2-ec33e2ca3434 · outbound

This paper cites Dair-v2x: A large-scale dataset for vehicle- infrastructure cooperative 3d object detection.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Dair-v2x: A large-scale dataset for vehicle- infrastructure cooperative 3d object detection

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.602012Z

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=2026-08-06T10:15:57.262069Z digest=sha256:0573224c0c38047c64a8f4a112e79b010f22f5784747bf5d7c47867012691fbd

Observation be53c06c-6b55-43fb-91c9-46d284df47dd · outbound

This paper cites Flow-based feature fusion for vehicle- infrastructure cooperative 3d object detection.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Flow-based feature fusion for vehicle- infrastructure cooperative 3d object detection

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.586071Z

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=2026-08-06T10:15:57.266651Z digest=sha256:390b3d65570c81c3c205733f9f7cf9bbccc213f1778ea2eb445a6b126a3241c7

Observation 7780ad78-ceae-4666-9263-abe262039346 · outbound

This paper cites Dsdnet: Deep structured self- driving network.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Dsdnet: Deep structured self- driving network

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.570304Z

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=2026-08-06T10:15:57.271151Z digest=sha256:ebb1ab0306b6ecb8f5147a5cc25a8108a9593122dbe8b121ca8767ad6ea543a2

Observation d965a4e0-105a-48f5-ab86-392910593177 · outbound

This paper cites Deformable DETR: Deformable Transformers for End-to-End Object Detection.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Deformable DETR: Deformable Transformers for End-to-End Object Detection

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T10:15:57.275835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T10:15:57.275835Z digest=sha256:9c554d68e5f3d8dbe03928ca91c0278e042cf66fd5c5bb5301ecb42bc890592b

Observation 189f2a8f-e430-4d25-9f4a-0d29d897b6d6 · outbound

This paper cites Problem Formulation In a collaborative perception scenario involving N agents, each agent i owns unique observations{Xi}N i=1 and the per- ception supervision {Yi}N i=1.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Problem Formulation In a collaborative perception scenario involving N agents, each agent i owns unique observations{Xi}N i=1 and the per- ception supervision {Yi}N i=1

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.553315Z

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=2026-08-06T10:15:57.281372Z digest=sha256:b15079ce83f228670c59eae0c6a62ca74b7b69c8d57a7eea0ef42f1675a64811

Observation 9dc458df-adc9-42b2-84a8-74301ae74abc · outbound

This paper cites Conventional methods reduce feature channels [31, 34], but they neglect the temporal redundancy where static informa- tion remains unchanged over time.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Conventional methods reduce feature channels [31, 34], but they neglect the temporal redundancy where static informa- tion remains unchanged over time

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.535057Z

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=2026-08-06T10:15:57.287178Z digest=sha256:fc45de6ddf7e3b910b6c246882becded5a566f665247abbe6823488b8571700e

Observation d4aa22d9-1ac2-4474-9af4-2dfc314b78cf · outbound

This paper cites an unresolved cited work.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:15:57.518467Z

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=2026-08-06T10:15:57.292152Z digest=sha256:8f7597ee19462d6db659192631275c56540de8c0ed76473ec3f785ad75e7d71e

Observation 414f6319-2e8e-4f13-ba56-a1ff61856699 · outbound

This paper cites Covering a driving area of 410 km, V2V4Real includes 20K LiDAR frames, 240K annotated 3D bounding boxes across 5 classes, and HDMaps that encompass all driving routes.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Covering a driving area of 410 km, V2V4Real includes 20K LiDAR frames, 240K annotated 3D bounding boxes across 5 classes, and HDMaps that encompass all driving routes

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.502470Z

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=2026-08-06T10:15:57.297035Z digest=sha256:d6b95003d8f270b89af691830e8503cabeb4cdc6cd23d34d446a8f0345f38d2b

Observation ea39867e-0a89-4426-97a0-3da5e8317947 · outbound

This paper cites Our model produces precise bound- ing boxes that closely align with the actual ground truth, contrasting with competing methods that exhibit notable discrepancies.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Our model produces precise bound- ing boxes that closely align with the actual ground truth, contrasting with competing methods that exhibit notable discrepancies

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.485763Z

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=2026-08-06T10:15:57.301739Z digest=sha256:7c32a746301491b8e8ff76bfdade305a4acfa4866d290b44b49361d3d33731b5

Observation 94c00cf5-efb9-4679-8326-8cee762dcf9f · outbound

This paper cites It is essential for collabo- rative perception techniques to effectively handle such time delays.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective It is essential for collabo- rative perception techniques to effectively handle such time delays

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:15:57.469724Z

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=2026-08-06T10:15:57.306357Z digest=sha256:abb06a2281557c9fc12d5f6e382f2dd6de7df6c4308f73929c62f8d3ba64a743

Observation e44094fa-daf1-4a03-9486-9e5b6d650cef · outbound

This paper cites an unresolved cited work.

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective Unresolved cited work

Reference 2022

Resolution
parse uncertain
raw_fallback, observed 2026-08-06T10:15:57.702303Z

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=2026-08-06T10:15:57.234909Z digest=sha256:3170584158a4c285b00ce81d36b5b43be52233b673e941ac3d1812783dc23116

Pith citing papers

No inbound Pith citation observations are available.