Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T20:02:25.881252Z
Paper Citation Record · LEDGER
Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes
As of 21 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 3 inbound Pith citation observations for arXiv:2506.13553.
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 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T07:58:25.673916Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-01T09:05:36.934793Z
Reference resolution
22 of 22 outbound references displayed
- verified exact0
- verified fuzzy3
- unresolved19
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 716e594c-9a36-4bfc-8e41-286f33902bae · outbound
This paper cites an unresolved cited work.
Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:02:26.345122Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation edec205b-c60e-44a4-a434-42d0eb626c7a · outbound
This paper cites Enhancing 3D Lane Detection and Topology Reasoning with 2D Lane Priors.
Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes Enhancing 3D Lane Detection and Topology Reasoning with 2D Lane Priors
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:02:25.815464Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08ccafa2-1682-43b0-bc43-e8de234b543e · outbound
This paper cites Graph-based Topology Reasoning for Driving Scenes.
Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes Graph-based Topology Reasoning for Driving Scenes
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:02:25.819680Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a43dd4b-4d04-41d4-8217-eda7f0ae8a9b · outbound
This paper cites MapTRv2: An End-to-End Framework for Online Vectorized HD Map Construction.
Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes MapTRv2: An End-to-End Framework for Online Vectorized HD Map Construction
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:02:25.824104Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11313b0c-0a0d-4206-82d0-28f62da623e4 · outbound
This paper cites Focal Loss for Dense Object Detection.
Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes Focal Loss for Dense Object Detection
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:02:25.829055Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43650432-d540-4cc0-8c28-97546a55fc6c · outbound
This paper cites Decoupled Weight Decay Regularization.
Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes Decoupled Weight Decay Regularization
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:02:25.833184Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 542fecbf-e4f4-43dc-be7a-017a68a96c7c · outbound
This paper cites RoadPainter: Points Are Ideal Navigators for Topology transformER.
Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes RoadPainter: Points Are Ideal Navigators for Topology transformER
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:02:25.837549Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6678d90-d067-40db-9b62-8dc1b180c381 · outbound
This paper cites Representation Learning with Contrastive Predictive Coding.
Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes Representation Learning with Contrastive Predictive Coding
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:02:25.842096Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d7725fb6-9929-4ca7-9d21-07f8f64aaddf · outbound
This paper cites InstaGraM: Instance-level Graph Modeling for Vectorized HD Map Learning.
Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes InstaGraM: Instance-level Graph Modeling for Vectorized HD Map Learning
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:02:25.846457Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c6e6d3d-2760-4a8c-9839-9eb1f149ac07 · outbound
This paper cites Making Large Language Models Better Reasoners with Alignment.
Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes Making Large Language Models Better Reasoners with Alignment
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:02:25.850816Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 330f0660-413a-4434-a7c1-bd793082d5a5 · outbound
This paper cites Argoverse 2: Next Generation Datasets for Self-Driving Perception and Forecasting.
Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes Argoverse 2: Next Generation Datasets for Self-Driving Perception and Forecasting
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:02:25.855042Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1ec0538-9d61-48ab-9c4b-8530e5c0ed0c · outbound
This paper cites TopoMLP: A Simple yet Strong Pipeline for Driving Topology Reasoning.
Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes TopoMLP: A Simple yet Strong Pipeline for Driving Topology Reasoning
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:02:25.859326Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80c855df-527f-4780-8f8c-eb3dc4e21b67 · outbound
This paper cites Online Vectorized HD Map Construction using Geometry.
Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes Online Vectorized HD Map Construction using Geometry
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:02:25.863360Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4acf159e-a213-4cf7-83de-32935a80fddd · outbound
This paper cites Deformable DETR: Deformable Transformers for End-to-End Object Detection.
Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes Deformable DETR: Deformable Transformers for End-to-End Object Detection
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:02:25.867510Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c29a907-5ff0-4fdd-92f1-e0f6ecb0fffb · outbound
This paper cites an unresolved cited work.
Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:02:26.371100Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e1ecd600-42e5-4f58-9acf-eace3ddb3667 · outbound
This paper cites Topologic – GDT L2L.
Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes Topologic – GDT L2L
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:02:26.358277Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8cd5e113-c55c-44d9-9b02-9e1cca0c7ef4 · outbound
This paper cites Gen-lanenet: A generalized and scalable approach for 3d lane detection.
Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes Gen-lanenet: A generalized and scalable approach for 3d lane detection
Reference 2019
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:02:26.385189Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b5f9fbbe-c025-4780-9659-8e5ef55a91ab · outbound
This paper cites TopoLogic: An Interpretable Pipeline for Lane Topology Reasoning on Driving Scenes.
Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes TopoLogic: An Interpretable Pipeline for Lane Topology Reasoning on Driving Scenes
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:02:25.797267Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35bc2f9d-e127-4d3f-8f10-90e7518d493f · outbound
This paper cites End-to-end object detection with transformers.
Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes End-to-end object detection with transformers
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:02:26.398460Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 2ddc2298-8f82-45c3-a46d-b31d6052fde2 · outbound
This paper cites Topobda: Towards bezier deformable attention for road topology understanding.arXiv preprint arXiv:2412.18951,.
Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes Topobda: Towards bezier deformable attention for road topology understanding.arXiv preprint arXiv:2412.18951,
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:02:25.811296Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee681ea6-ee9d-48cb-9ea7-524639d6ad66 · outbound
This paper cites 3D-LaneNet+: Anchor Free Lane Detection using a Semi-Local Representation.
Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes 3D-LaneNet+: Anchor Free Lane Detection using a Semi-Local Representation
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:02:25.792704Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1fc306c-6cac-45d6-8462-ca148a9f20c1 · outbound
This paper cites ADMap: Anti-disturbance framework for reconstructing online vectorized HD map.
Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes ADMap: Anti-disturbance framework for reconstructing online vectorized HD map
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:02:25.806619Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 76427241-7118-4ebb-9990-5597e9bbe373 · inbound
TopoHR: Hierarchical Centerline Representation for Cyclic Topology Reasoning in Driving Scenes with Point-to-Instance Relations cites this paper.
TopoHR: Hierarchical Centerline Representation for Cyclic Topology Reasoning in Driving Scenes with Point-to-Instance Relations Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-07-27T02:21:03.185653Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e65dc5fc-097d-4045-9221-b3aba370dee7 · inbound
TopoHR: Hierarchical Centerline Representation for Cyclic Topology Reasoning in Driving Scenes with Point-to-Instance Relations cites this paper.
TopoHR: Hierarchical Centerline Representation for Cyclic Topology Reasoning in Driving Scenes with Point-to-Instance Relations Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-07-27T02:21:03.185653Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 21081238-6176-42cc-8956-c6fd0d8e48fe · inbound
HGeo-TopoMap: Boosting Topological Mapping with Hierarchical Geometric Priors cites this paper.
HGeo-TopoMap: Boosting Topological Mapping with Hierarchical Geometric Priors Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T07:58:25.673916Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.