Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T15:42:03.334153Z
Paper Citation Record · LEDGER
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception
As of 7 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2508.19638.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
57 of 57 outbound references displayed
- verified exact3
- verified fuzzy6
- unresolved48
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation c110ee0a-c278-4ada-a16e-d9771436bc8c · outbound
This paper cites , " * write output.state after.block = add.period write newline.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception , " * write output.state after.block = add.period write newline
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:42:03.069901Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3ce207b-e93b-47f0-aa58-bbdd9176a708 · outbound
This paper cites write newline.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception write newline
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:42:03.080459Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 941bebb4-796f-4c1b-af6e-659a2ad9f7c2 · outbound
This paper cites S.; and Veprauskas, A.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception S.; and Veprauskas, A
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:42:04.204180Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3bffa1a0-aad4-4735-9a13-00aedbfe6eb8 · outbound
This paper cites The Hidden Attention of Mamba Models.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception The Hidden Attention of Mamba Models
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:42:03.094584Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d14bd4c3-9979-4c3b-a56e-d7ffdc979466 · outbound
This paper cites J.; Liu, Y.; Akin Sisbot, E.; Oguchi, K.; and Huang, Z.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception J.; Liu, Y.; Akin Sisbot, E.; Oguchi, K.; and Huang, Z
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:42:04.191158Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ab4bf96a-e24d-4f05-937c-6539a55f49a9 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:04.177892Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f4a78fe8-fc0f-4581-9bdf-62e1960755fd · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:04.164468Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e2c6ac8d-5a84-4d3a-ac62-92a364b8bb06 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:04.151841Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4c2e71f2-9590-4205-ad65-df13e396ebca · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:04.138743Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8051b90b-cd33-4041-b662-120c0c41a2f1 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:04.125749Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c98bb643-ffd6-40e4-b54a-63da76e5cf99 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:04.112510Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation aade79ed-1448-4cb7-a623-eaf856c7bee0 · outbound
This paper cites An Efficient and Mixed Heterogeneous Model for Image Restoration.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception An Efficient and Mixed Heterogeneous Model for Image Restoration
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:42:03.133238Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d910b00-deaa-464c-af97-1887ba59b1f2 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:04.098757Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 69ed88a5-2926-4dcb-86a4-9b8f5b80f70e · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:04.085488Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9cf96ea8-2ca8-441e-aebb-4184fa58cb16 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:04.072587Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1540dbb4-c66a-45d9-a980-a8cbe7bdbe81 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:04.059276Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7a6afab0-f960-4441-8e9d-6cb022d59683 · outbound
This paper cites P.; and Ba, J.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception P.; and Ba, J
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:42:04.046944Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d253aa60-66a7-4897-9303-c2c7e18ff43b · outbound
This paper cites H.; Vora, S.; Caesar, H.; Zhou, L.; Yang, J.; and Beijbom, O.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception H.; Vora, S.; Caesar, H.; Zhou, L.; Yang, J.; and Beijbom, O
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:42:04.034467Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation de5fea46-434a-4cf8-ab7c-75aab5b6eda5 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:04.021065Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ddf08263-6c05-417f-a016-4462a2934ee3 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:04.008360Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1e93b731-2a79-44e0-85ae-c29d453ac30e · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.995600Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 90172f4f-dfd9-4a4c-b392-7d412f4791f7 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.982944Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 202d736c-c147-44ee-aa6b-239dd0d4db32 · outbound
This paper cites CollaMamba: Efficient Collaborative Perception with Cross-Agent Spatial-Temporal State Space Model.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception CollaMamba: Efficient Collaborative Perception with Cross-Agent Spatial-Temporal State Space Model
Reference 23
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T15:42:03.553397Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 10bc97f3-1e1e-4a39-99d4-60acc186f8d6 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.970293Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2240a131-3385-4f91-be43-8d5666b5034f · outbound
This paper cites Towards Vehicle-to-everything Autonomous Driving: A Survey on Collaborative Perception.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Towards Vehicle-to-everything Autonomous Driving: A Survey on Collaborative Perception
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:42:03.194110Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7cab7eb1-b865-401c-9b6e-b39eb5d7c5e4 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.957818Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e714acf6-68ca-40ea-8a18-d8c13bcb878a · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.945332Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7151d6d7-da99-4ca7-95d1-4caa60d0e265 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.932879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 212a1ecd-8797-43bd-b413-101412def3db · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.920223Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a5e6d2ef-1f97-4208-bb6e-175d97d484a9 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.907510Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 41fb27ca-85de-4379-9a41-da40720cd3e7 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.894584Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 493783f2-de6f-49b4-b167-0608c7d3de13 · outbound
This paper cites T.; Phan, V.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception T.; Phan, V
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:42:03.882019Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fe55293e-3e1e-4419-8eb7-95d955630188 · outbound
This paper cites R.; Su, H.; Mo, K.; and Guibas, L.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception R.; Su, H.; Mo, K.; and Guibas, L
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:42:03.869036Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4fe2da9c-b70e-4e36-ab92-e6e4dd55dce6 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.856038Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a2a8f8cb-f73a-4244-8259-791640fa8f00 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.843489Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a33b5ab8-772c-41d2-9175-72575d701e53 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.830884Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1ee76d4a-0399-4fd7-acfb-9f87ecd4be4c · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.818537Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 499b9404-8308-4938-8b12-627bf12642c3 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.805501Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f2615b8e-3b31-4b1c-9420-7a7ff7abbf98 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 39
- Resolution
- verified exact
- raw_fallback, observed 2026-08-05T15:42:03.520024Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c1f14c82-a43a-4c49-b4e9-906c84cfd2fe · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.792497Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 746c6b72-53b9-46c5-afc6-d67da9a3fa7e · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.780333Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7cfc310b-7b88-43c6-a7b7-5da5bd3ac1ea · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.767736Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0e46c458-c7f5-492c-909d-aa3997f0af00 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.755345Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 76ce9130-74e1-446c-a019-a3764c9ae4e4 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.743194Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7432d226-307c-49d5-969d-6ea46981a38d · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.730695Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ef50c2ad-6a39-4c2c-959e-c778351e5039 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.717258Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 047b53a7-dbf7-42c0-9404-f1fab3755459 · outbound
This paper cites Visual Mamba: A Survey and New Outlooks.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Visual Mamba: A Survey and New Outlooks
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:42:03.291117Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 830e166a-ef92-443a-bc18-31a2d00de35a · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.704476Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 34192b68-0048-49cd-bab8-5f69402d9949 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.691190Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 680fff67-584d-4ac6-b418-82a5a9bdc5f3 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.678174Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 52b15e82-0bf8-4fa4-b824-a6712652ddc4 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.664862Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bd66a50a-7e6b-4788-835c-798572301db6 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.649983Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 98d147d7-5367-4bc9-ae99-a9f2b28f6c57 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.636833Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8ab8f903-8675-43d4-83e0-16b719556a79 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.623554Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a5249c2a-88d6-4c94-967a-d201d7358c2d · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.609713Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1910efdf-5dd7-4c39-a8d2-327065fc2929 · outbound
This paper cites Explaining Modern Gated-Linear RNNs via a Unified Implicit Attention Formulation.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Explaining Modern Gated-Linear RNNs via a Unified Implicit Attention Formulation
Reference 56
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T15:42:03.376388Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation cdac53b7-3f46-4eba-94b8-8d9a277f3524 · outbound
This paper cites an unresolved cited work.
Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:42:03.596456Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Pith citing papers
No inbound Pith citation observations are available.