Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-12T02:02:43.011302Z
Paper Citation Record · LEDGER
As of 6 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2605.08911.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-12T02:02:43.011302Z
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
65 of 65 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 5981b6eb-7837-48f5-9333-c5810860fea5 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning nuScenes: A multimodal dataset for autonomous driving
Reference 1
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 a24b43a7-eb21-4e24-951b-3ef2bc8a2d87 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Argoverse 2: Next Generation Datasets for Self-Driving Perception and Forecasting
Reference 2
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 19ac38ec-6a60-4ca0-91c2-6c2c7d7906bc · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Scalability in Perception for Autonomous Driving: Waymo Open Dataset
Reference 3
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Observation efbec5b5-d1b2-4204-931e-1003faf25ea1 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Planning-oriented Autonomous Driving
Reference 4
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Observation a038b6d7-ba3e-453e-9ef4-bc30ca0a729c · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning V AD: Vectorized Scene Representation for Efficient Autonomous Driving
Reference 5
Source-reported events for the cited work
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Observation b1a04c7e-d7d1-4720-b187-317224ce56f7 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning OpenLane-V2: A Topology Reasoning Bench- mark for Unified 3D HD Mapping
Reference 6
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Observation 308420d2-d976-4ed5-9a40-2efd08dfd035 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Graph-based Topology Reasoning for Driving Scenes
Reference 7
Source-reported events for the cited work
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Observation 97ee2470-6a11-424e-992a-652a14fb9fb5 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning TopoMLP: A Simple yet Strong Pipeline for Driving Topology Reasoning
Reference 8
Source-reported events for the cited work
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Observation 701f8008-b3bb-492f-bab1-9a6e34eda63c · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Enhancing 3D Lane Detection and Topology Reasoning with 2D Lane Priors
Reference 9
Source-reported events for the cited work
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Observation 95cbc7af-ac7c-4519-8b2f-0ecd0eaab990 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning TopoLogic: An Interpretable Pipeline for Lane Topology Reasoning on Driving Scenes
Reference 10
Source-reported events for the cited work
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Observation 610c8449-78fe-4a7a-8f44-23533193e39a · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning RoadPainter: Points Are Ideal Navigators for Topology TransformER
Reference 11
Source-reported events for the cited work
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Observation a4a3edc2-b0dd-4f33-86af-750ffb4f084c · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Driving Scene Un- derstanding with Traffic Scene-Assisted Topology Graph Transformer
Reference 12
Source-reported events for the cited work
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Observation b6435b8f-8c3f-421f-9215-0a0c72235183 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning T2SG: Traffic Topology Scene Graph for Topology Reasoning in Autonomous Driving
Reference 13
Source-reported events for the cited work
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Observation e8e383fb-94ef-4fd7-a1ff-ebc218a64366 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Augmenting Lane Perception and Topology Under- standing with Standard Definition Navigation Maps
Reference 14
Source-reported events for the cited work
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Observation 007d9e07-8aca-45a8-924c-9712c1b6ac0f · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning LaneSegNet: Map Learning with Lane Segment Perception for Autonomous Driving
Reference 15
Source-reported events for the cited work
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Observation c7f34ade-d6e7-4de2-b622-4b4fcf53f91f · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Semi-Supervised Classification with Graph Convolutional Networks
Reference 16
Source-reported events for the cited work
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Observation d81114a3-89d4-45b7-ad54-4e1f18f959d9 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Deformable DETR: Deformable Transformers for End-to-End Object Detection
Reference 17
Source-reported events for the cited work
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Observation f88c334a-06cf-4089-b6bc-d71cf58a0f3b · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Line-CNN: End-to-End Traffic Line Detection With Line Proposal Unit
Reference 18
Source-reported events for the cited work
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Observation bcef4545-3be2-47a8-afee-ea5955eb33fc · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Keep your Eyes on the Lane: Real-time Attention- guided Lane Detection
Reference 19
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 46a571f1-71e9-42bd-ae43-b5f9ff0cddb2 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning CLRNet: Cross Layer Refinement Network for Lane Detection
Reference 20
Source-reported events for the cited work
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Observation 5c3527de-7b52-4237-b432-c94e253a50c3 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning CLRNetV2: A Faster and Stronger Lane Detector
Reference 21
Source-reported events for the cited work
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Observation ba37919a-93d1-4b12-8c07-b6dd5c4ea902 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Dense Hybrid Proposal Modulation for Lane Detection
Reference 22
Source-reported events for the cited work
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Observation ed472206-4e11-445b-885e-aa05e7d48143 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning SMFRNet: Complex Scene Lane Detec- tion With Start Point-Guided Multi-Dimensional Feature Refinement
Reference 23
Source-reported events for the cited work
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Observation fdd50256-29cc-495e-ae37-a311a873ba91 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning VIL-100: A New Dataset and A Baseline Model for Video Instance Lane Detection
Reference 24
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 3cce1432-b248-4458-8f68-6d180aedffc1 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Recursive Video Lane Detection
Reference 25
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 e95c68de-b7d7-4fdd-ac3f-a100b581d2ff · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning STADet: Streaming Timing-Aware Video Lane Detection
Reference 26
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 2f62974a-7d5a-426a-9567-fc061533ba6f · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning LaneTCA: Enhancing Video Lane Detection With Temporal Context Aggregation
Reference 27
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 c4b832d5-fd87-45dc-8242-6c49ea033023 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning 3D-LaneNet: End-to-End 3D Multiple Lane Detection
Reference 28
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 32f319a3-3d12-49fe-bcdd-ff37dd141517 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Gen-LaneNet: A Generalized and Scalable Approach for 3D Lane Detection
Reference 29
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 7426653a-a986-484e-99f8-9b39a5e91f4a · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning 3D-LaneNet+: Anchor Free Lane Detection using a Semi-Local Representation
Reference 30
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 9b1f94b5-33ca-4a91-b423-b882538cd917 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Learning to Predict 3D Lane Shape and Camera Pose from a Single Image via Geometry Constraints
Reference 31
Source-reported events for the cited work
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Observation a9c92821-55ce-469e-9bd4-93ea3c3b705e · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning PersFormer: 3D Lane Detection via Perspective Transformer and the OpenLane Benchmark
Reference 32
Source-reported events for the cited work
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Observation 591cbab4-30d2-4a80-a800-35953e5b0070 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Anchor3DLane: Learning to Regress 3D Anchors for Monocular 3D Lane Detection
Reference 33
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 d46afd09-603c-4a5e-9ecc-f5032a17d18b · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Anchor3DLane++: 3D Lane Detection via Sample-Adaptive Sparse 3D Anchor Regression
Reference 34
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 3b502d89-cebf-4eb1-b188-d3f206b00947 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning LATR: 3D Lane Detection from Monocular Images with Transformer
Reference 35
Source-reported events for the cited work
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Observation 51ebde85-61cf-4894-b1e3-1097463f1634 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Cross-view Semantic Segmentation for Sensing Surroundings
Reference 36
Source-reported events for the cited work
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Observation 5a73605c-2f09-49b0-9a80-f11a47022c68 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Cross-View Transformers for Real-Time Map-View Semantic Segmentation
Reference 37
Source-reported events for the cited work
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Observation dd34156d-124a-4152-b17f-0f3b98c76700 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Efficient and Robust 2D-to-BEV Representation Learning via Geometry-guided Kernel Transformer
Reference 38
Source-reported events for the cited work
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Observation 58eed310-db32-4f83-b6dc-22a2f0b51f68 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning HDMapNet: An Online HD Map Construction and Evaluation Framework
Reference 39
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 45b5ccf8-b412-4c8b-8f15-cf894315cb3b · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning VectorMapNet: End- to-end Vectorized HD Map Learning
Reference 40
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 5e811464-e8a1-49ff-aec5-f59d8fc10a39 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction
Reference 41
Source-reported events for the cited work
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Observation e7a8dd7b-3d2d-4086-8b97-587ad53cad4a · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning MapTRv2: An End-to-End Framework for Online Vectorized HD Map Construction
Reference 42
Source-reported events for the cited work
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Observation 941ddc95-e404-4739-b8eb-6bc2cba9d637 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Leveraging Enhanced Queries of Point Sets for Vectorized Map Construction
Reference 43
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 3ded3529-c016-4158-a36d-27584beb6fe0 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning StreamMapNet: Streaming Mapping Network for Vectorized Online HD Map Con- struction
Reference 44
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 878f271a-afa9-47b3-9c80-63570570101c · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Structured Bird’s-Eye-View Traffic Scene Understanding from Onboard Images
Reference 45
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 c2b253ff-98cf-4d2a-997c-053716774536 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning End-to-End Object Detection with Transformers
Reference 46
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 1ca07cc9-c67d-4b15-b8cd-1e23cb72cc04 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning CenterLineDet: CenterLine Graph Detection for Road Lanes with Vehicle-mounted Sensors by Transformer for HD Map Generation
Reference 47
Source-reported events for the cited work
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Observation 8d4065ee-39c1-4c1e-8277-983632139629 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Lane Graph as Path: Continuity-preserving Path-wise Modeling for Online Lane Graph Construction
Reference 48
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 72b8800b-797f-4d4a-a175-1ca26e4f7908 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Continuity Preserving Online CenterLine Graph Learning
Reference 49
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.
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Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning RATopo: Improving Lane Topology Reasoning via Redundancy Assignment
Reference 50
Source-reported events for the cited work
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Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval- Augmented Generation
Reference 51
Source-reported events for the cited work
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Observation d18c5891-c016-4051-adcf-0f48ffd7e79c · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning SGFormer: Semantic Graph Transformer for Point Cloud-based 3D Scene Graph Generation
Reference 52
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 4a203d9c-bd7c-499b-8faf-7448c4c320c6 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Attentive Relational Networks for Mapping Images to Scene Graphs
Reference 53
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 bc9f5ac6-df5c-4c3c-8ec2-a2800286c193 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Deep Residual Learning for Image Recognition
Reference 54
Source-reported events for the cited work
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Observation 76593b53-8384-44ac-9372-962550562f71 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Feature Pyramid Networks for Object Detection
Reference 55
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 5406fdb5-c0d5-492c-8846-bb13688c8140 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning BEV- Former: Learning Bird’s-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers
Reference 56
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 00156f3d-c6f6-4374-890a-0f2e99ddcc56 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Focal Loss for Dense Object Detection
Reference 57
Source-reported events for the cited work
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Observation fbc75c76-d4f2-496d-be75-5312a9f60623 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Generalized Intersection over Union: A Metric and A Loss for Bound- ing Box Regression
Reference 58
Source-reported events for the cited work
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Observation 427e572f-b107-4348-8da5-71e6afe5619b · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
Reference 59
Source-reported events for the cited work
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Observation 06a73b08-aa02-47bf-98e4-c2cc0674f662 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Group DETR: Fast DETR Training with Group-Wise One-to-Many Assignment
Reference 60
Source-reported events for the cited work
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Observation b7e371e3-6daf-4bcf-9956-1ed1ca74f428 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning DETRs with Hybrid Matching
Reference 61
Source-reported events for the cited work
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Observation 23e483f1-e060-4432-8c03-7458773777d8 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Decoupled Weight Decay Regularization
Reference 62
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 30fc4c7d-d7e5-41d9-ae3d-24d954cdb292 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation
Reference 63
Source-reported events for the cited work
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Observation 8ac920d6-e192-4495-8282-42dc2adf6598 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Category-Level Adversarial Adaptation for Semantic Segmentation using Purified Fea- tures
Reference 64
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 890993fd-316e-4dfb-a09d-8c453cd34cb6 · outbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Kill Two Birds with One Stone: Domain Generalization for Semantic Segmentation via Network Pruning
Reference 65
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.
No inbound Pith citation observations are available.