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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 19 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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:26.331882Z digest=sha256:7fad1799214d41aad5a90d399a3a29f1043ed965e913d1391d3f6248dd95af6f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:26.416115Z digest=sha256:1981305973fd375f38c76e181cb1bbb580e68272248e8bdfae2e4068841260de

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:26.562269Z digest=sha256:b235ddad1ad71256c6dac4b87a1f7ed06a693e616c9a573591961b5484d64802

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:26.649050Z digest=sha256:55d02e346c3018f9d10014adc74822c5d9e67d09ad781da555590d8252890ee7

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:26.728618Z digest=sha256:973b56e4f3d141411a535207d9aba050d4b0842d851c5e8cfe2d50a9a8772e0e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:26.819045Z digest=sha256:7cc15f04d56bc5620c6dc2276d5d85e04d22d589f37de4f33b0f083a6af88a7a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:26.912175Z digest=sha256:9daf5b5fb86c6f7ddad9e744d5227adbb7c11f5c1814f0ec09548bc4ecae2cc3

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:27.000577Z digest=sha256:d0bf74299d2b0060fc5986b6933d2692b4098251224ef77ace50966d8e164419

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:27.072050Z digest=sha256:8a8aecf5c5e9934e89970a104f6121e94102336ea9b590d19587cf4ba05031fb

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:27.137839Z digest=sha256:9ce58e39f84c4f1e9c729394f2b46f16d2a00daacf0caf7e39ffbf0a1068b93e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:27.205490Z digest=sha256:56a2b8f0f354ddf650b71d64f24bdee32bedfd1e2bd8265e19216b63a4d1597e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:27.263518Z digest=sha256:62021f8f4da237eb38073ba32ef20b7906921332d949d017dd82a9dac8ff419a

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=sha256:82f4a740f0cb1079a54250e13fdbc833ee28076d99bd46fbec4b718561d1b544

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:27.444883Z digest=sha256:7e9b81f748ccdca8f09eebb913c380722ce2b36a79d5e97cc92df9637bb9db6e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:27.535917Z digest=sha256:36ef70f9a69993c8841b076310b9ae27553205982705677ca37dc388af0a4e52

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:27.626174Z digest=sha256:cf946f332d416b90fc7e6a88585cfc8e814e2a2d893ed4863843549728b6ed25

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:27.694495Z digest=sha256:249c9d010756690e2b1bb1b7a68a41c3898bd690011fbfcde21eb48d08b0a854

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:27.752543Z digest=sha256:fc7385656fe3095ae0579245473ec4b4422a411e95f452e2dee6db67194ebdc2

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:27.835675Z digest=sha256:f2cdb3c547f2cfc61e2bde227c6e6a432c3df7a9ef0457697a66909f1fe9bc2d

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=sha256:7cce4d119f14797db9da38158779cbdb34a2c1ee84960b02d858a359fe366a29

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:27.969119Z digest=sha256:d66ba0654f4e8d5513068c011a4c3b7d232eb886dea5f1a2183d49afe727dbdf

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:28.054426Z digest=sha256:53b3116ec5de885dbfc6d8c13483e696eec442a3f17d58cdd4cb7aef95b658d9

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:fe801662709e10ce0e9f0bc18da837b744c8aa77e24d8a778b61e6b5aa5daa6a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:28.294098Z digest=sha256:195d1f979593735b8ab40abc283a00672a1f890f92ec52378d31f37b257d915c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:28.483646Z digest=sha256:5a797954d83ce98921c6f1540005e910089dd22a07c9e090277a3feea5032310

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:28.666720Z digest=sha256:20718c721ffb3781b4fb83882f1f938d52f66503700fc42d0a9c80c8a595d513

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:28.823712Z digest=sha256:594df49f388a6ed7bbb8bb1c8645de20c04439000a4a00ae7aaf55ebfd93ddef

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:28.937846Z digest=sha256:5dc60240d101106121c44aacec07e14f926338fd2758a35f31ff14070897207d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:29.091757Z digest=sha256:b4889f6abdd4f4c4da53735bc9dbcf646c07a0df71ce73d51466f025900e12c0

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:29.219753Z digest=sha256:e67b03a8a837d90b139d3f9c1bbd0a44cddd5f3bb7459baa3688300f376fc749

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:29.394875Z digest=sha256:fc06ec73013938080ae49d67e2534ca4203b01a537c7af235a202d0eff0ec8f1

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:29.526635Z digest=sha256:8a25e1f85511e52b208c430676ca60ba04b46d88f2eb7d1ff935320a20017861

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:29.664747Z digest=sha256:56266623f6ae7f4d32211de2cd7b54507ce2f3ac9fa0071c314ab5f6f54553ab

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:29.777086Z digest=sha256:142e9d536037c6b4fe8c305d3848de73604de4d0ac71ef74d9f3a53c45beea6f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:29.928422Z digest=sha256:49af99116fecc13a8a7e05bda65ecb9f30f46019e97ca7caadd5e29abd7d80d0

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:30.039174Z digest=sha256:ca81536cc5a5f559e0200c8865bb0b31761a5bd22273f4a6a64a0b7d31000b5b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:30.153471Z digest=sha256:4de21ed0b0854a3c9f0d129fae34031dbc08db08b0ad809c73a877d36d3aa97f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:30.265088Z digest=sha256:e96fbb0b61c653e477a6b053e4a79a0956361a3e75b095bec34b7032f710bcb8

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:30.375267Z digest=sha256:1fef002ac65653110c05e75bac7da6b88dbeebfc87589e0e1dd214391fb789b8

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:30.489607Z digest=sha256:40e03c50ac0c200c94e6becde4b5a99f7413ff0c47528325b1bc958b011f4f57

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:30.581965Z digest=sha256:27317a81f7c75703d13cf2dcbe5005c1bc13cc8e7ab959b5850b988f07a0d1ba

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T12:51:30.670240Z digest=sha256:2d908aab2c42625195a473f14362807aa59f049e35583cb89374f527e920fa37

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-06-26T21:37:28.212383Z digest=sha256:309bc679a763cd9b616fa8b052efdefe64882164e59a8b8e28645b2d41da4bed