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Paper Citation Record · LEDGER

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding

As of 22 July 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2603.01558.

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

pith.paper-citation-record.v1
2603.01558 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-15T18:04:49.834498Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-22T06:31:00.163083+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

46 of 46 outbound references displayed

  • verified exact20
  • verified fuzzy24
  • unresolved0
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 619675ef-6c52-40e0-81ab-08ef641dcd67 · outbound

This paper cites nuscenes: A multi- modal dataset for autonomous driving.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding nuscenes: A multi- modal dataset for autonomous driving

Reference 1

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raw_fallback, observed 2026-05-15T18:06:26.040156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

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Observation 1f5ea858-640c-4698-99ff-5c1f0ef958a3 · outbound

This paper cites Structured bird’s-eye-view traffic scene un- derstanding from onboard images.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Structured bird’s-eye-view traffic scene un- derstanding from onboard images

Reference 2

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raw_fallback, observed 2026-05-15T18:06:26.044850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

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Observation f16c7c07-8f1c-467d-97bf-16c329344879 · outbound

This paper cites Efficient and Robust 2D-to-BEV Representation Learning via Geometry-guided Kernel Transformer.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Efficient and Robust 2D-to-BEV Representation Learning via Geometry-guided Kernel Transformer

Reference 3

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arxiv_id, observed 2026-05-15T18:06:25.429076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

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Observation 85d209b9-f0c9-49a7-b4eb-a70b23747780 · outbound

This paper cites Masked-attention mask transformer for universal image segmentation.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Masked-attention mask transformer for universal image segmentation

Reference 4

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raw_fallback, observed 2026-05-15T18:06:26.030546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:4ec90dbf0c7f516c8b01c7c06bde66e2ef1fd3e2a2117b09b0aec485fa122db5

Observation 21693248-c21e-41b6-acb4-767b0699e3a7 · outbound

This paper cites TopoLogic: An Interpretable Pipeline for Lane Topology Reasoning on Driving Scenes.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding TopoLogic: An Interpretable Pipeline for Lane Topology Reasoning on Driving Scenes

Reference 5

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arxiv_id, observed 2026-05-15T18:06:25.378743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:bfea3fdea89191bdf1ae89e4dfd7900c34ed1cd035777dca29d50178468c8829

Observation b5119a3c-1357-46bc-9e8d-c5664d61a4a9 · outbound

This paper cites TopoPoint: Enhance Topology Reasoning via Endpoint Detection in Autonomous Driving.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding TopoPoint: Enhance Topology Reasoning via Endpoint Detection in Autonomous Driving

Reference 6

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raw_fallback, observed 2026-05-15T18:06:26.035098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:9d9b3455d79116fe019a073daba12c02a6aef987acd3ca03cc7104ad6a746706

Observation b57b485f-9032-4322-9b77-23d278e45ab7 · outbound

This paper cites TopoPoint: Enhance Topology Reasoning via Endpoint Detection in Autonomous Driving.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding TopoPoint: Enhance Topology Reasoning via Endpoint Detection in Autonomous Driving

Reference 7

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arxiv_id, observed 2026-05-15T18:06:25.341622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:e141b367a3c185bba62db9a69d0c4aa4ff16df64679d636d0f232ea770c3ff3c

Observation 12bfd2d8-9fbc-476f-b9aa-98f50aaca6dd · outbound

This paper cites Simple-bev: What really mat- ters for multi-sensor bev perception? In2023 IEEE Inter- national Conference on Robotics and Automation (ICRA), pages 2759–2765.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Simple-bev: What really mat- ters for multi-sensor bev perception? In2023 IEEE Inter- national Conference on Robotics and Automation (ICRA), pages 2759–2765

Reference 8

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raw_fallback, observed 2026-05-15T18:06:26.064004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:011a66a5f33e5c3bbf0be72ce335ef570e87a050d23f60f1fc1e58a4586167b4

Observation 71e6c704-c42d-41dc-afa6-905a937c4695 · outbound

This paper cites BEVPoolv2: A Cutting-edge Implementation of BEVDet Toward Deployment.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding BEVPoolv2: A Cutting-edge Implementation of BEVDet Toward Deployment

Reference 9

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arxiv_id, observed 2026-05-15T18:06:25.413764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:4f75f4cc39ee012731d6f17e4e52b1c4775019ab6dfea729de4145158c551471

Observation ddd2240e-3aa5-4aa3-9076-9f5bc25b20be · outbound

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

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding BEVDet: High-performance Multi-camera 3D Object Detection in Bird-Eye-View

Reference 10

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verified exact
local_arxiv, observed 2026-05-15T18:06:25.405544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:60f26abc50347fb57200d9e55c1950a22ee12e39f004abc5381bd8cc9d225625

Observation eda1854a-9e23-4295-8c12-5632c033e262 · outbound

This paper cites TopoBDA: Towards Bezier De- formable Attention for Road Topology Understanding.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding TopoBDA: Towards Bezier De- formable Attention for Road Topology Understanding

Reference 11

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verified exact
arxiv_id, observed 2026-05-15T18:06:25.321937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:ffbdf208be340b72398cbaaa97bab33bda18521b34c5771794d1652282e83491

Observation 94c6e609-f4fc-4210-9c5c-cf8af2930d01 · outbound

This paper cites TopoMaskV2: Enhanced Instance-Mask-Based Formulation for the Road Topology Problem.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding TopoMaskV2: Enhanced Instance-Mask-Based Formulation for the Road Topology Problem

Reference 12

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arxiv_id, observed 2026-05-15T18:06:25.355545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:c9b34d335bf137e39d9b8e405d2054daa3e13b5474cb8c65976c641f3376e59d

Observation 49a4c817-d98c-407a-a6cc-11a07ad647f3 · outbound

This paper cites Dn-detr: Accelerate detr training by intro- ducing query denoising.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Dn-detr: Accelerate detr training by intro- ducing query denoising

Reference 13

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raw_fallback, observed 2026-05-15T18:06:26.092438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:a6f35fb33ec49590e835b4b32b8dce915288cdcb1efb475ae549e57e74562a8b

Observation e4a7e30f-2877-424c-b04a-5dae414ec6c9 · outbound

This paper cites Mask dino: Towards a unified transformer-based framework for object detection and segmentation.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Mask dino: Towards a unified transformer-based framework for object detection and segmentation

Reference 14

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raw_fallback, observed 2026-05-15T18:06:26.096932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:8d459fd2780ff7a410d343e76221f7d8882369043a170449ee3180c3901eb290

Observation bdeccd02-1307-471d-8be7-aec1b526b274 · outbound

This paper cites Enhancing 3D Lane Detection and Topology Reasoning with 2D Lane Priors.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Enhancing 3D Lane Detection and Topology Reasoning with 2D Lane Priors

Reference 15

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arxiv_id, observed 2026-05-15T18:06:25.443859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:b8bf91b3cd3a1b46473da1a9c7fe688630c617998fb661502175f7d7fda870c8

Observation 48145895-65c7-4f1e-bb9c-8a8a053da386 · outbound

This paper cites Hdmapnet: An online hd map construction and evaluation framework.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Hdmapnet: An online hd map construction and evaluation framework

Reference 16

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raw_fallback, observed 2026-05-15T18:06:26.025312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:8e0150692079ffe06fa9ab416ba718c3bbeef9dc194bedc857ba107ee6f0717c

Observation f4f15823-6e72-4c67-b5dd-d8baa82f773c · outbound

This paper cites Graph-based Topology Reasoning for Driving Scenes.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Graph-based Topology Reasoning for Driving Scenes

Reference 17

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arxiv_id, observed 2026-05-15T18:06:25.315358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:20b9062c7909f8f261409f2216acbc95a1b38b31a9626f2aa57ec8826cb5cd2a

Observation eba338d6-436c-4808-ad2b-805c320cb074 · outbound

This paper cites LaneSegNet: Map Learning with Lane Segment Perception for Autonomous Driving.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding LaneSegNet: Map Learning with Lane Segment Perception for Autonomous Driving

Reference 18

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raw_fallback, observed 2026-05-15T18:06:26.054390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:4c65b16b94cd8c216cb526e7b08b169d393a6491a8c40507805f5e11fbdbe938

Observation 5f39197c-bcc0-4d90-8924-29524f86e5b7 · outbound

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

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Bevdepth: Acquisition of reliable depth for multi-view 3d object detec- tion

Reference 19

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raw_fallback, observed 2026-05-15T18:06:26.059082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:e06c4dda1a6dcaecc436250f800f230e59c705a64bc01d6bfe359cdb6b293f05

Observation 673a91d4-efba-48c4-865d-f7fbb2c67e66 · outbound

This paper cites Fast-bev: A fast and strong bird’s-eye view perception baseline.IEEE Transactions on Pattern Analysis and Machine Intelligence, 46(12):8665– 8679.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Fast-bev: A fast and strong bird’s-eye view perception baseline.IEEE Transactions on Pattern Analysis and Machine Intelligence, 46(12):8665– 8679

Reference 20

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raw_fallback, observed 2026-05-15T18:06:26.010751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:6936555f9bacb879a76498a0c9fd20f7121099d486a4a56c4c7f7b89bcc70666

Observation 037b1f8a-bfbd-487a-8787-8cf8f5a723e4 · outbound

This paper cites Bevformer: learning bird’s-eye-view representation from lidar-camera via spatiotemporal transformers.IEEE Transactions on Pat- tern Analysis and Machine Intelligence.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Bevformer: learning bird’s-eye-view representation from lidar-camera via spatiotemporal transformers.IEEE Transactions on Pat- tern Analysis and Machine Intelligence

Reference 21

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raw_fallback, observed 2026-05-15T18:06:26.101794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:b70af8678b11610e26b4e29f46d92ea178a421097ca45cc6061f2e70e0985d67

Observation a1a61749-a401-47ec-9f3b-24e90ad5ef48 · outbound

This paper cites Lane Graph as Path: Continuity-preserving Path-wise Modeling for Online Lane Graph Construction.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Lane Graph as Path: Continuity-preserving Path-wise Modeling for Online Lane Graph Construction

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-15T18:06:25.348489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:9c27a40c104f9503e3882f773374c773976029c13a6684d9d6e5cc7801138524

Observation 00220741-ae5d-457f-be61-85074b2964fb · outbound

This paper cites Maptr: Structured modeling and learning for online vectorized hd map construction.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Maptr: Structured modeling and learning for online vectorized hd map construction

Reference 23

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raw_fallback, observed 2026-05-15T18:06:26.020545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:a981412e94015b81569dd5573636e173d2a488e6b7e50fa77093a6a8a1d441cb

Observation 618a6a94-7206-425d-9cf2-fe2ba1dae1c9 · outbound

This paper cites Maptrv2: An end-to-end framework for online vectorized hd map construction.International Journal of Computer Vision, pages 1–23.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Maptrv2: An end-to-end framework for online vectorized hd map construction.International Journal of Computer Vision, pages 1–23

Reference 24

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raw_fallback, observed 2026-05-15T18:06:26.001907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:d83dbc71085a0822f5fa9c1f03bdbb9a6efd13dfdfb504fe594016f4cf6f4a1b

Observation ad1722f6-c854-45cd-94e5-590636c47ac6 · outbound

This paper cites Localization Is All You Evaluate: Data Leakage in Online Mapping Datasets and How to Fix It.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Localization Is All You Evaluate: Data Leakage in Online Mapping Datasets and How to Fix It

Reference 25

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arxiv_id, observed 2026-05-15T18:06:25.370411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:164296504986cb2332001935eff496f6876f26455c9b5e90c2991df2ac117447

Observation 588ff697-d0a9-412d-ae2f-606ae5492236 · outbound

This paper cites DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR

Reference 26

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raw_fallback, observed 2026-05-15T18:06:26.006169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:41315fc974c427a96924c8fd56985a0df3d2b6288b15a9e25008070958e57577

Observation e2922ab1-2b4c-414e-82cd-45a40b75eb52 · outbound

This paper cites Vectormapnet: End-to-end vectorized hd map learning.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Vectormapnet: End-to-end vectorized hd map learning

Reference 27

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raw_fallback, observed 2026-05-15T18:06:25.997341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:34861cc9f0e9133b1338ec19bbfd9c929441a833cc484a2443e7cdf3573945e6

Observation 5393d56b-ed31-4a39-9f66-0390b52b6983 · outbound

This paper cites Augmenting Lane Perception and Topology Understanding with Standard Definition Navigation Maps.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Augmenting Lane Perception and Topology Understanding with Standard Definition Navigation Maps

Reference 28

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arxiv_id, observed 2026-05-15T18:06:25.386609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:0b511aa115d16c5d440bb4f6810b53547d09277a18fc64318766b49178601a8b

Observation 4d07891f-5249-4937-b789-93e7b8d4e811 · outbound

This paper cites T2SG: Traffic Topology Scene Graph for Topology Reasoning in Autonomous Driving.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding T2SG: Traffic Topology Scene Graph for Topology Reasoning in Autonomous Driving

Reference 29

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arxiv_id, observed 2026-05-15T18:06:25.399679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:302938dc8ec1334fc88521c5d03e98a790a9b807a640f4bf952bb98a33e444af

Observation 06308485-1b74-419d-84bb-8991998f36ba · outbound

This paper cites RoadPainter: Points Are Ideal Navigators for Topology transformER.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding RoadPainter: Points Are Ideal Navigators for Topology transformER

Reference 30

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arxiv_id, observed 2026-05-15T18:06:25.392804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:efb192bd1a46d52f9e0bcd5208c6b3a1c70ab9b9a03c8705f48e23b1ece8e47c

Observation 26f0aa99-dfab-4d5c-bd08-0f00744137e8 · outbound

This paper cites TorchVision: Py- Torch’s Computer Vision library.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding TorchVision: Py- Torch’s Computer Vision library

Reference 31

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verified fuzzy
raw_fallback, observed 2026-05-15T18:06:25.989504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:5fed04689561171620472bd2ee1da468cd977ec28aaf21a6a0dd3810fb3edcb2

Observation 3aa7dcd3-0808-401e-8eec-392538bab8f1 · outbound

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

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Lift, splat, shoot: Encoding images from arbitrary camera rigs by implicitly unproject- ing to 3d

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T18:06:25.993625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:9426fa019d5fcf6eaed0a8e684813a8f5f55753f51de27bf15752648a98e2119

Observation 4c0c9144-6f23-4fcc-9e31-cde6b9004115 · outbound

This paper cites Openlane-v2: A topology rea- soning benchmark for unified 3d hd mapping.Advances in Neural Information Processing Systems, 36.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Openlane-v2: A topology rea- soning benchmark for unified 3d hd mapping.Advances in Neural Information Processing Systems, 36

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T18:06:26.069429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:943f0efec33b6be0387d7934a15f476760d61a969dff954ba415cb8bf0b30b95

Observation 43292f2f-645f-4559-97e1-0ce0c2eb620f · outbound

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

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Exploring object-centric temporal modeling for efficient multi-view 3d object detection

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T18:06:26.015665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:cc1d403fab55915c6fd960f0ca370589803b124f173f47c2d7af359c8c5c5b3d

Observation b74bc429-3c7e-4e2a-8f06-37cc647baa7f · outbound

This paper cites Argoverse 2: Next Generation Datasets for Self-Driving Perception and Forecasting.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Argoverse 2: Next Generation Datasets for Self-Driving Perception and Forecasting

Reference 35

Resolution
verified exact
local_arxiv, observed 2026-05-15T18:06:25.306639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:c79fd18cd9f6e02a1ff8cd08ffce975126637653957435e1c71f8dd48eb48a1b

Observation cbc075d4-1358-4f90-b4fc-9b619eccbd48 · outbound

This paper cites TopoMLP: An Simple yet Strong Pipeline for Driving Topology Reasoning.ICLR.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding TopoMLP: An Simple yet Strong Pipeline for Driving Topology Reasoning.ICLR

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T18:06:26.049179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:2fe6c9559d2751e55714acf95ec4109dc4364e1a0faf5d0cae3e112b60d6baf8

Observation f2ee52f4-664f-4561-9231-699a52f63133 · outbound

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

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding M$^2$BEV: Multi-Camera Joint 3D Detection and Segmentation with Unified Birds-Eye View Representation

Reference 37

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T18:06:25.421399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:55fb0e7df3fc78af59d65f68c0ad4db0fcd306710ad4fb7b34ed10fc263b26b5

Observation 1973b740-e80b-4374-84e2-7ce3b5ed82af · outbound

This paper cites Second: Sparsely em- bedded convolutional detection.Sensors, 18(10):3337.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Second: Sparsely em- bedded convolutional detection.Sensors, 18(10):3337

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T18:06:26.078830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:9df56c59e26afcbd8a6904e73f8859db8d81f5524b1e3832e799a429a26dda5b

Observation c92fdde6-de71-48bd-b005-4706f9b1aee1 · outbound

This paper cites TopoSD: Topology-Enhanced Lane Segment Perception with SDMap Prior.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding TopoSD: Topology-Enhanced Lane Segment Perception with SDMap Prior

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-15T18:06:25.334654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:c09fd7318bc4b92c002ccde95deff1ed0bf0734495e489b89fab3a780d94fdac

Observation 2c9156dd-75cf-4687-b578-72c5efbf0b8f · outbound

This paper cites FASTopoWM: Fast-Slow Lane Segment Topol- ogy Reasoning with Latent World Models.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding FASTopoWM: Fast-Slow Lane Segment Topol- ogy Reasoning with Latent World Models

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-15T18:06:25.300059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:894d785dd2ec2e30b86e58caac60691e6b2e58b28962156f001eb942f55c9436

Observation 888a9841-db86-488f-9315-a3c5b52a2969 · outbound

This paper cites TopoStreamer: Temporal Lane Segment Topology Reasoning in Autonomous Driving.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding TopoStreamer: Temporal Lane Segment Topology Reasoning in Autonomous Driving

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T18:06:26.087781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:e6b77a33655fe9a2a6fc6d49cd25cffb19a1da1b82bc32d822d3929eec40cd69

Observation 31338d21-4e99-4da5-b83d-6b39338c9400 · outbound

This paper cites an unresolved cited work.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Unresolved cited work

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-05-15T18:06:25.328587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:e5ca49114714d30f83fc007a8ba6f659c050dfa25aab3a4a16bac18aecad3567

Observation e287dd20-db90-4e66-82ee-da2d15a61590 · outbound

This paper cites SMART: Advancing Scalable Map Priors for Driving Topology Reasoning.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding SMART: Advancing Scalable Map Priors for Driving Topology Reasoning

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-05-15T18:06:25.362656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:f514599c7845f38845c383adf3baff5e2793bdb12dd89934fdec01ccdc13a2d7

Observation 2110fee7-33ed-47d3-bed6-6f25caa38258 · outbound

This paper cites Streammapnet: Streaming mapping network for vectorized online hd map construction.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Streammapnet: Streaming mapping network for vectorized online hd map construction

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T18:06:26.074108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:18565e9a73f4bfb6c9f594abb9c39077065349789ca095be568ed0d82317a20e

Observation a8424e58-356f-4697-817c-b5dcd2ab54ba · outbound

This paper cites DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-05-15T18:06:25.436162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:c6dd54d93815b91edeab204e2582e6273ea3feada1c78991908e21c6c99069be

Observation 8dfae8c3-0210-46a5-862b-27290adeb1e9 · outbound

This paper cites flawed” V1.1 metric and the “healthy.

TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding flawed” V1.1 metric and the “healthy

Reference 46

Resolution
malformed identifier
raw_fallback, observed 2026-05-15T18:06:26.083244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-15T18:04:49.834498Z digest=sha256:18b16b7cdb6bc52758c6a816bb62cdda96cd77b3ac04b8dd591aaad25c76d0b9

Pith citing papers

No inbound Pith citation observations are available.