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Paper Citation Record · LEDGER

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving

As of 9 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 1 inbound Pith citation observation for arXiv:2507.21423.

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

pith.paper-citation-record.v1
2507.21423 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:51:30.670240Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T21:37:28.212383Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T23:59:06.469079Z

Reference resolution

42 of 42 outbound references displayed

  • verified exact2
  • verified fuzzy37
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1685a7f9-4e21-4bb8-ba64-0992ad722f58 · outbound

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

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Vectormapnet: End-to-end vectorized hd map learning,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:36.545347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:26.331882Z digest=sha256:04fb9ac16a13039e162e8053c4783723f921a6058e65a89f8dab132f2cf4c44d

Observation fc0595d1-667d-465e-912b-6988e51cd885 · outbound

This paper cites Maptrv2: An end-to-end framework for online vectorized hd map construction,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Maptrv2: An end-to-end framework for online vectorized hd map construction,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:36.535772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:26.416115Z digest=sha256:847e80b9c6d5d163cb52540a7148af1b5a3d9a518db4457b5a4f8ca39656a33c

Observation 577bf2f6-4dc0-4746-8d9d-669af895813e · outbound

This paper cites Vectornet: Encoding hd maps and agent dynamics from vectorized representation,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Vectornet: Encoding hd maps and agent dynamics from vectorized representation,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:36.525771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:26.562269Z digest=sha256:b1b400ce17e45b9edf813fb31a98adf94710603e2ef2672d9aadfe1993900d00

Observation 4fe832c6-25ac-4aa2-878c-930ef50aca01 · outbound

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

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Lift, splat, shoot: Encoding images from arbitrary camera rigs by implicitly unprojecting to 3d,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:36.516190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:26.649050Z digest=sha256:b6a08c48d9925bf42ab304c36d3f3b857132f64bad9e14879b7facd3152d0b93

Observation aaef7d7d-09ba-46c5-a309-5fe9c8b39269 · outbound

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

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Bevformer: Learning bird’s-eye-view representation from multi-camera images via spatiotemporal transformers,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:36.506680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:26.728618Z digest=sha256:6b9b76c0dd7731e1032b8906d427d5e7239e0d2e1d59f0bc83c496a32fa3b6e9

Observation bf469202-a6d8-43e2-a434-78cc6959b6e4 · outbound

This paper cites TempBEV: Improving learned bev encoders with combined image and bev space temporal aggregation,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving TempBEV: Improving learned bev encoders with combined image and bev space temporal aggregation,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:36.497647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:26.819045Z digest=sha256:e281d36d5b6a89cd27b417376251e1f7e95da565b8e67ba5fee07b68861e1ff9

Observation 5cd7cfef-fe78-41e8-aefc-89fbe85faa88 · outbound

This paper cites Petrv2: A unified framework for 3d perception from multi-camera images,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Petrv2: A unified framework for 3d perception from multi-camera images,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:36.488269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:26.912175Z digest=sha256:94db79d19b2578f2fdd51d16ca9af2b9374591c60535b23e4285a27d23200d43

Observation a2ac8c36-4fef-4374-a640-224cada147de · outbound

This paper cites Streammapnet: Streaming mapping network for vectorized online hd map construc- tion,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Streammapnet: Streaming mapping network for vectorized online hd map construc- tion,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:36.478430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:27.000577Z digest=sha256:b84a8eb3720a0a2c88372e0bfa4f861a36e41174bbc8328b2489b2789cf30fd0

Observation 5858d6e8-6463-429d-beba-19a647328bb1 · outbound

This paper cites Diffmap: Enhancing map segmentation with map prior using diffusion model,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Diffmap: Enhancing map segmentation with map prior using diffusion model,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:36.379068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:27.072050Z digest=sha256:d9fd550f21fd7d53c7c748342b76e2c4c6202ee407ed37ac251a22afb8941e41

Observation b009923f-8f94-4a2f-96a7-007207812794 · outbound

This paper cites Diffusion model for ro- bust multi-sensor fusion in 3d object detection and bev segmentation,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Diffusion model for ro- bust multi-sensor fusion in 3d object detection and bev segmentation,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:36.218390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:27.137839Z digest=sha256:fadb268ac7757c944433450ac40cd361264323066878e477e89dc08b9b724e42

Observation 0631e75f-f5a1-4cc3-b032-d169e48502fb · outbound

This paper cites Polydiffuse: Polygonal shape reconstruction via guided set diffusion models,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Polydiffuse: Polygonal shape reconstruction via guided set diffusion models,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:36.031063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:27.205490Z digest=sha256:0e2a440357b83ea97d84b82eb80acd42058682637938dba597202d944509ea6b

Observation fe602df1-6a9c-48ef-bce3-ecd337285762 · outbound

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

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Maptr: Structured modeling and learning for online vectorized hd map construction,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:35.853640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:27.263518Z digest=sha256:c3e25a77a2d83ada7c90fabd7cc09cb8a0c347b0b976a1255638b0d289ec1c31

Observation 03e80af4-d17d-4d6f-9b33-19311001f45d · outbound

This paper cites Augmap- net: Improving spatial latent structure via bev grid augmentation for enhanced vectorized online hd map construction,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Augmap- net: Improving spatial latent structure via bev grid augmentation for enhanced vectorized online hd map construction,

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T12:51:27.356591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:51:27.356591Z digest=sha256:0638195300cc5a15b473ff85218e9e4b16e8ba72efdd6bc6c3e4f3e9051ddba6

Observation ed43a6d4-6576-4015-bbdd-a14009e77a04 · outbound

This paper cites Stream query denoising for vectorized hd- map construction,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Stream query denoising for vectorized hd- map construction,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:35.744455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:27.444883Z digest=sha256:269e030f82a391b37fa9085d73d467ee0fe5596de50ba907eebe668ce7804bd7

Observation 0162c13c-c089-4f51-afba-ddf04b217698 · outbound

This paper cites Denoising diffusion probabilistic models,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Denoising diffusion probabilistic models,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:35.560849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:27.535917Z digest=sha256:74cda9fbe829188ad786303ad9edb58cd53e3aa0f3a458e04ff0314284548263

Observation 1116d464-7d80-4bea-ab8a-b52795e78cca · outbound

This paper cites Generative modeling by estimating gradients of the data distribution,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Generative modeling by estimating gradients of the data distribution,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:35.330614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:27.626174Z digest=sha256:e7c88dc2d4b5d05f1ee8b51b2ed3523b914edcdb52baa2a87bda6112946faac1

Observation f55d8c3d-787c-4a04-9c59-b50b19811266 · outbound

This paper cites Diffusion models beat gans on image synthesis,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Diffusion models beat gans on image synthesis,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:35.188082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:27.694495Z digest=sha256:b142d12737bd09f984b2b4c822ed4b434256a8b34c854f117257dbb0d61e2f2f

Observation 6e58384e-640e-451c-9cbf-f7c319647e2b · outbound

This paper cites DiffusionDet: Diffusion model for object detection,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving DiffusionDet: Diffusion model for object detection,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:35.056729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:27.752543Z digest=sha256:af32e1598e236acf851d920a88f7b633fa83459119d19b900e2081e7e7ef3768

Observation 19271863-ab39-4a67-9d2a-bdbbee3aeddc · outbound

This paper cites Score-based generative modeling through stochastic differential equations,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Score-based generative modeling through stochastic differential equations,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:34.927086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:27.835675Z digest=sha256:af6aca2842e8a009368074768296e510a27aaa7262640ba3ff333a03f553bf22

Observation fc4e32dc-b4f4-4a02-b7df-c8f2b122352a · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T12:51:27.925691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:51:27.925691Z digest=sha256:2efae02f5abc7f09b56ee5f29e8ed8ef744e5ba4d83e350088d7ed9d4de74a7b

Observation 7df491f5-19e1-4a9b-9b7a-32e67ab53cb2 · outbound

This paper cites Occworld: Learning a 3d occupancy world model for autonomous driving,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Occworld: Learning a 3d occupancy world model for autonomous driving,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:34.849713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:27.969119Z digest=sha256:0a43b9f32202f94df81b872809d4f23028c4d8ff2274b60370b3daa219544912

Observation d5ec7209-5f33-4340-b49e-dcaeec52d4eb · outbound

This paper cites Occgen: Generative multi-modal 3d occupancy prediction for autonomous driving,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Occgen: Generative multi-modal 3d occupancy prediction for autonomous driving,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:34.755012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:28.054426Z digest=sha256:cc82edd84cb8fcf44753f5f27e01c40a4c2b6dd34387a254b4f156e83933fb77

Observation 4224988c-e8d3-443c-8cc8-731a593f864d · outbound

This paper cites UniScene: Unified Occupancy-centric Driving Scene Generation.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving UniScene: Unified Occupancy-centric Driving Scene Generation

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T12:51:28.120608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:51:28.120608Z digest=sha256:45b8364ba5699e05020cda01341fee7f562dd3c87991de369b1546058f2b2e51

Observation f43d2ef5-fb86-45e5-9e8a-86a6ff8c6897 · outbound

This paper cites Online Diffusion-Based 3D Occupancy Prediction at the Frontier with Probabilistic Map Reconciliation.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Online Diffusion-Based 3D Occupancy Prediction at the Frontier with Probabilistic Map Reconciliation

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-08-06T12:51:31.124874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:28.294098Z digest=sha256:87b7b1b1ec4c1601b78b24385e59e0fda2edaccf3a00f7980742b00e53a437b4

Observation 8eb52e80-0d53-4560-9c52-d95307ce7df6 · outbound

This paper cites Generating urban road networks with conditional diffusion models,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Generating urban road networks with conditional diffusion models,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:34.669212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:28.483646Z digest=sha256:ff99932554b43e70920dec0b0b74f4aee5b9d31de94ad8d47b464257098ef38f

Observation 25d412bd-e98f-4615-b114-d5b4d983cd24 · outbound

This paper cites Lane segmentation refinement with diffusion models,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Lane segmentation refinement with diffusion models,

Reference 26

Resolution
verified exact
raw_fallback, observed 2026-08-06T12:51:30.947578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:28.666720Z digest=sha256:f39c2509d0696445441249c10ac54a71f1e1dabc7b599453bd66a63cb8cb3537

Observation 00a3beee-bc2e-4367-a63e-999dd5971c31 · outbound

This paper cites Radiodiff: An effective generative diffusion model for sampling-free dynamic radio map construction,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Radiodiff: An effective generative diffusion model for sampling-free dynamic radio map construction,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:34.577793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:28.823712Z digest=sha256:c0993f309d61cd935a3b4c8464144f092fbdbe97afd4f3f7ba10a295b46799f8

Observation 79c28790-7501-4538-85b7-7c39b84cc59d · outbound

This paper cites Diffbev: Conditional diffusion model for bird’s eye view perception,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Diffbev: Conditional diffusion model for bird’s eye view perception,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:34.355316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:28.937846Z digest=sha256:031284ad0e50d91cded8f0736722234da637b3d98a3d22d878f7ff2b6a0c3199

Observation 1fff0b26-ee31-4206-9fa4-0a68528b306e · outbound

This paper cites Housediffusion: Vector floorplan generation via a diffusion model with discrete and continuous denoising,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Housediffusion: Vector floorplan generation via a diffusion model with discrete and continuous denoising,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:34.163075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:29.091757Z digest=sha256:7b7bf64a10e93843f55f2d5b0197ec2def0b3605ec744b64e9ebe771b7414acf

Observation f4c9aa13-4158-4eda-b624-045be633aa92 · outbound

This paper cites Pro- ducing and leveraging online map uncertainty in trajectory prediction,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Pro- ducing and leveraging online map uncertainty in trajectory prediction,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:33.942496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:29.219753Z digest=sha256:64742c4aeb8b1d8b57e83d0c20e69169509d90fc4f419b0faa7527671ad46718

Observation 3274c130-2fce-4d0d-8a0e-832f8187e843 · outbound

This paper cites Card: Classification and regression diffusion models,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Card: Classification and regression diffusion models,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:33.735694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:29.394875Z digest=sha256:3b5f8da7bdc403fdf510ab6f96da81f672d9f5f059a6ca1235342c84a1fe2a75

Observation df03e356-1f99-482b-b242-1dfe871719b3 · outbound

This paper cites Diffusion-based probabilistic uncertainty estimation for active domain adaptation,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Diffusion-based probabilistic uncertainty estimation for active domain adaptation,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:33.475793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:29.526635Z digest=sha256:b22d5823e56ce789e14ca7c2c1faf5a5d24bc32d1f7edc201d834b40c7b43582

Observation 4aca6101-75f1-4173-8038-d0ed5c033a41 · outbound

This paper cites Motiondiffuser: Controllable multi-agent motion prediction using diffusion,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Motiondiffuser: Controllable multi-agent motion prediction using diffusion,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:33.245190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:29.664747Z digest=sha256:3b9e5a7677e78d80bed24250e3a4967c52ee12195eb08dfece9b0c970e621210

Observation af00afc6-7ee1-46c3-916b-c6746ed8c9c4 · outbound

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

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving End-to-end object detection with transformers,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:32.937478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:29.777086Z digest=sha256:62e52fc7f5115952a50c80e7091d25d6910b9f0421b56adec37918bb6891c7fb

Observation 636d0268-e139-4020-8667-85039cde33fd · outbound

This paper cites Deformable DETR: Deformable transformers for end-to-end object detection,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Deformable DETR: Deformable transformers for end-to-end object detection,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:32.691258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:29.928422Z digest=sha256:7dbfaf376363f4e23d3bea9857c4f5a6ea8b6f15d7e7fb681cde2a2f3fa29407

Observation c797cd24-bbc1-4a54-be29-aa9cbfc32ef1 · outbound

This paper cites Denoising diffusion implicit models,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Denoising diffusion implicit models,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:32.540758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:30.039174Z digest=sha256:522bce98b4501eed5cb61bbb4e451633ee6d8ad6b6f5f7949493a96749b76d2a

Observation 7f386935-de89-437d-8d5c-a73d78d18e4e · outbound

This paper cites nuScenes: A multimodal dataset for autonomous driving,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving nuScenes: A multimodal dataset for autonomous driving,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:32.317484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:30.153471Z digest=sha256:154829091fdc7e2bfb7f8dc7f46d58a895ce3b1974fbc5f265cbcb566f2a05be

Observation a657fbfc-2b6b-48f7-b89f-d844902f7e11 · outbound

This paper cites Online map vectorization for autonomous driving: A rasterization perspective,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Online map vectorization for autonomous driving: A rasterization perspective,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:32.092378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:30.265088Z digest=sha256:9076eddc89cfda13c7820983dffe10246f5f7b6d18afacde9ca963844be8c10e

Observation bb7288ab-a516-451b-805d-09954ce0f2ed · outbound

This paper cites Mgmap: Mask-guided learning for online vectorized hd map construction,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Mgmap: Mask-guided learning for online vectorized hd map construction,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:31.875606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:30.375267Z digest=sha256:93feaf655246bd9b2db1a68ff6330411eb2fa889048cdb2614ed902d30afaad2

Observation 8f283458-7eb7-439f-a7bf-075a62842d86 · outbound

This paper cites Leveraging enhanced queries of point sets for vectorized map construction,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Leveraging enhanced queries of point sets for vectorized map construction,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:31.693711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:30.489607Z digest=sha256:95b00db863d1f470ff55d603eee928e7d57dcb2a48c8f05eba426d4071969b2d

Observation f046469e-0481-426a-a8b2-0df8803b5e16 · outbound

This paper cites Himap: Hybrid representation learning for end-to-end vectorized hd map construction,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Himap: Hybrid representation learning for end-to-end vectorized hd map construction,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:31.461704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:30.581965Z digest=sha256:cc51d624195561efbc8b46e00a1a092e238ffc4aa6f86d021b6bd83353a9daf0

Observation b3cedc78-f01d-4b81-8bb4-9d76104a49ee · outbound

This paper cites Occ3d: A large-scale 3d occupancy prediction benchmark for autonomous driving,.

MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving Occ3d: A large-scale 3d occupancy prediction benchmark for autonomous driving,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:51:31.339773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:51:30.670240Z digest=sha256:02d66e5b2edbd50398f5c76be34b45f098e8317bedaffca75d5accf32cda0412

Pith citing papers

Observation 3132663a-b3bc-454f-af9f-922dbac605fc · inbound

D2HDMap: Non-visible Driveline Map Prior for Online Vectorized HD Map Prediction cites this paper.

D2HDMap: Non-visible Driveline Map Prior for Online Vectorized HD Map Prediction MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-07-03T23:59:06.472102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-26T21:37:28.212383Z digest=sha256:09aa2b9363c0be3af9ca83f00939d3cf0e0f7460068812808bcfaf9c1a3fb32a