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Paper Citation Record · LEDGER

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving

As of 15 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 9 inbound Pith citation observations for arXiv:2412.10371.

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

pith.paper-citation-record.v1
2412.10371 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:00:36.111131Z

measured 75 of 75 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:27:09.776419Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T09:35:40.925979Z

Reference resolution

66 of 66 outbound references displayed

  • verified exact3
  • verified fuzzy34
  • unresolved29
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 76ec944a-e731-4828-8711-15deae4f9342 · outbound

This paper cites A rule-based behaviour planner for autonomous driv- ing.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving A rule-based behaviour planner for autonomous driv- ing

Reference 1

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verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.580540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:35.937019Z digest=sha256:2f241ede6cd04a1802859bb8af40d07de2bbd9d43352f00d62708116439b625b

Observation db68d45b-c3e5-47a6-8a3f-6ef14f1375b3 · outbound

This paper cites Hierarchical model-based imitation learning for planning in autonomous driving.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Hierarchical model-based imitation learning for planning in autonomous driving

Reference 2

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raw_fallback, observed 2026-08-11T16:00:36.573069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation cb35827a-7adc-487c-b9b7-20701f7dd19d · outbound

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

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving nuscenes: A multi- modal dataset for autonomous driving

Reference 3

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raw_fallback, observed 2026-08-11T16:00:36.565080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:35.943290Z digest=sha256:7e28c7f649582d5b4612c97d457d4a400a806ba66bbf2c09715e074b494ba66d

Observation 16bde5f1-47d4-47a5-9bec-8f834844001f · outbound

This paper cites Scenerf: Self- supervised monocular 3d scene reconstruction with radiance fields.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Scenerf: Self- supervised monocular 3d scene reconstruction with radiance fields

Reference 4

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:35.945855Z digest=sha256:83e05c081967abccafe189dbb02988674dd24ddcf3bb52a6a7564ac348ed6a0c

Observation fc92d009-c764-430d-9e18-b478aa60f2e1 · outbound

This paper cites MultiPath: Multiple Probabilistic Anchor Trajectory Hypotheses for Behavior Prediction.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving MultiPath: Multiple Probabilistic Anchor Trajectory Hypotheses for Behavior Prediction

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:35.948244Z digest=sha256:b90deec3fef05bc4cf9ccf8fc7f4d2f1e9976ea90ac5f54e1efadcf323e04537

Observation 38d6035a-621c-4de0-852f-67aeec8ce256 · outbound

This paper cites Learning by cheating.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Learning by cheating

Reference 6

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raw_fallback, observed 2026-08-11T16:00:36.551303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:35.951026Z digest=sha256:31bd0707364d3bdbed80f550c3c8399721cac7e966bf33f59b0f1d58b2394cc7

Observation 96f8acb1-9aea-49b7-a9d6-4263c01c7d41 · outbound

This paper cites VoxelNeXt: Fully Sparse VoxelNet for 3D Object Detection and Tracking.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving VoxelNeXt: Fully Sparse VoxelNet for 3D Object Detection and Tracking

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:35.954056Z digest=sha256:a2df2a647680bde7c07e2d9a5f8edc930cfe7b3e9cb6ab40a815f4bb745d85a8

Observation 467e41ca-6a9f-49c4-986b-653d353deaba · outbound

This paper cites Mpnp: Multi-policy neural planner for urban driving.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Mpnp: Multi-policy neural planner for urban driving

Reference 8

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verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.542533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:35.957037Z digest=sha256:fe137fb792ed0ce6bf1a0a903daba62fc0f81390c351a4b30cf52ddf3195283f

Observation 1444fcd0-c065-417a-b6e0-a1479c3bbc33 · outbound

This paper cites Rethinking Imitation-based Planner for Autonomous Driving.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Rethinking Imitation-based Planner for Autonomous Driving

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:35.959466Z digest=sha256:57fdde22aaa782b91d1221d3de830136fcf0098539ebcb4969411453921703de

Observation b4678291-5235-4e35-af6e-c8d44ce6102d · outbound

This paper cites Exploring the limitations of behavior cloning for autonomous driving.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Exploring the limitations of behavior cloning for autonomous driving

Reference 10

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verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.534427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:35.962027Z digest=sha256:965cc12ba4013282b459c8b94c5bca46442187132a4f1a57fc7070a053e48a9e

Observation 07b3c2ab-dd3e-4d13-9832-9d4922a6c91e · outbound

This paper cites Hierarchical Generative Adversarial Imitation Learning with Mid-level Input Generation for Autonomous Driving on Urban Environments.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Hierarchical Generative Adversarial Imitation Learning with Mid-level Input Generation for Autonomous Driving on Urban Environments

Reference 11

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local_arxiv, observed 2026-08-11T16:00:36.261645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:35.965077Z digest=sha256:a4f4af9c5d07e1b992adf6c358aedfa634e0e8cbe9c9ff859edbda912035a957

Observation c0267c1e-5326-47e0-9ee5-4314bee5fdeb · outbound

This paper cites Parting with misconceptions about learning- based vehicle motion planning.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Parting with misconceptions about learning- based vehicle motion planning

Reference 12

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verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.527831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:35.967861Z digest=sha256:a5d1e43b0112a8a8af657bc088d0c15356ec38676ea64e71448e225e3fddaa81

Observation efcfdb7c-7406-4240-bdac-f7a73a4dbe6e · outbound

This paper cites ViP3D: End-to-end Visual Trajectory Prediction via 3D Agent Queries.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving ViP3D: End-to-end Visual Trajectory Prediction via 3D Agent Queries

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:35.970137Z digest=sha256:62999a174d1c41e1e418384c88d73e12f7f15896304ea247c13c230b43eb316b

Observation e1fdc9be-bc40-44ed-ab06-c19a436219fa · outbound

This paper cites CCIL: Context-conditioned imitation learning for urban driving.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving CCIL: Context-conditioned imitation learning for urban driving

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-08-11T16:00:36.246104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:35.972943Z digest=sha256:9541b070c667cae88cb2c1a752b795634425ca54b14c507b6ef7e4da5279f397

Observation c8d4106b-6702-4f71-aabe-e8c4caf4e6a9 · outbound

This paper cites Deep residual learning for image recognition.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Deep residual learning for image recognition

Reference 15

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:35.975480Z digest=sha256:d8269c97a9ae705ea009c0a28347a999bb1c573286a078f5542c8f8ba57de452

Observation 872dbd96-5eea-4168-82c4-e7bca7f0f85b · outbound

This paper cites Fiery: Future instance prediction in bird’s- eye view from surround monocular cameras.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Fiery: Future instance prediction in bird’s- eye view from surround monocular cameras

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.517220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:35.978213Z digest=sha256:a88e9f7913e17c81b2df13c78ed239f70c6960095870ba08aece1cefe848d128

Observation d79c352b-53f1-4295-aa3e-ea514805c3b3 · outbound

This paper cites Safe local motion planning with self- supervised freespace forecasting.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Safe local motion planning with self- supervised freespace forecasting

Reference 17

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verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.510550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:35.980560Z digest=sha256:c67f1fcafe06172db8e0e45eaaa40c543a1a00921ab91efe3f8444d122107a55

Observation 57840b88-e970-48f2-b100-d2948f549b9a · outbound

This paper cites St-p3: End-to-end vision-based au- tonomous driving via spatial-temporal feature learning.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving St-p3: End-to-end vision-based au- tonomous driving via spatial-temporal feature learning

Reference 18

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raw_fallback, observed 2026-08-11T16:00:36.502512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:35.983431Z digest=sha256:cb331ff64bf30fef42417b6f79ef150c0497a30e22992246a7be80a94676917a

Observation 6819ad7b-f3f6-463e-ac60-ddf8f403c7e2 · outbound

This paper cites Planning-oriented autonomous driving.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Planning-oriented autonomous driving

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.491941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:35.986000Z digest=sha256:595ec3a1eab9e4ca207a53f7aaaf9178998a864c0983efea88a00c86e8311196

Observation 3d060f55-7532-413a-b2ab-69482959cef4 · outbound

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

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving BEVDet: High-performance Multi-camera 3D Object Detection in Bird-Eye-View

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:35.988774Z digest=sha256:fe40d443893d983ae2d28ae3329f8dd778760f42f9e646d162674533b0ef5899

Observation 5250596b-9b52-44aa-a75f-e73079f21058 · outbound

This paper cites Tri-perspective view for vision-based 3d se- mantic occupancy prediction.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Tri-perspective view for vision-based 3d se- mantic occupancy prediction

Reference 21

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:35.991399Z digest=sha256:3aad6905b4a3cc46be3143b3cccaba7073b3def68d6d033683304406cb8ebc18

Observation f9e3f926-dd8c-48f7-b606-950caaf7e1df · outbound

This paper cites GaussianFormer-2: Probabilistic Gaussian Superposition for Efficient 3D Occupancy Prediction.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving GaussianFormer-2: Probabilistic Gaussian Superposition for Efficient 3D Occupancy Prediction

Reference 22

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source=pdf_text observed=2026-08-11T16:00:35.994043Z digest=sha256:8575135363dbbc4c74018ec4b524a64a61c1167700fa374d0db3edd11bf72c1b

Observation 61a6026f-a793-4115-9498-b7d96014b609 · outbound

This paper cites GaussianFormer: Scene as Gaussians for Vision-Based 3D Semantic Occupancy Prediction.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving GaussianFormer: Scene as Gaussians for Vision-Based 3D Semantic Occupancy Prediction

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:35.996931Z digest=sha256:c5172a9a74eda9c057a98ef0faee4be57fd96bdbf75a2abc4b03da64296e4515

Observation 38fbcbe7-2845-4fdd-9c82-a44dccce5a98 · outbound

This paper cites Efficient deep reinforcement learning with imitative expert priors for au- tonomous driving.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Efficient deep reinforcement learning with imitative expert priors for au- tonomous driving

Reference 24

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verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.479530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:35.999539Z digest=sha256:a2ae1b8e045460735b6ea8e4ec173cc5935cef734f894784b0ccd6a422d8a57f

Observation 6ab7827b-d20c-411d-b3bf-570edf3e00b3 · outbound

This paper cites GameFormer: Game-theoretic Modeling and Learning of Transformer-based Interactive Prediction and Planning for Autonomous Driving.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving GameFormer: Game-theoretic Modeling and Learning of Transformer-based Interactive Prediction and Planning for Autonomous Driving

Reference 25

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:36.002071Z digest=sha256:93d7cc50e058885482ccd1d04e7bd5b891521a9ab97b21ba986f32521678fa26

Observation 6b221e17-1bac-46b8-af18-ce445fc75978 · outbound

This paper cites Dif- ferentiable integrated motion prediction and planning with learnable cost function for autonomous driving.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Dif- ferentiable integrated motion prediction and planning with learnable cost function for autonomous driving

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.472436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:36.004935Z digest=sha256:a122d63d356dec175f98f44c53a15a68a9982514da6467ad5ee9e3810d08b250

Observation 879a2bb0-d229-45c1-a01d-e76d7e06675e · outbound

This paper cites Perceive, Interact, Predict: Learning Dynamic and Static Clues for End-to-End Motion Prediction.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Perceive, Interact, Predict: Learning Dynamic and Static Clues for End-to-End Motion Prediction

Reference 27

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no resolver link, observed 2026-08-11T16:00:36.007510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:36.007510Z digest=sha256:a9bce5b6e551c79ba92c9fda211e386af6acbb8be2a0e7bed59eecd68d931df3

Observation cc74617f-8be7-49e5-b02a-42cd15153989 · outbound

This paper cites VAD: Vectorized Scene Representation for Efficient Autonomous Driving.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving VAD: Vectorized Scene Representation for Efficient Autonomous Driving

Reference 28

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no resolver link, observed 2026-08-11T16:00:36.010209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:36.010209Z digest=sha256:8246daf3c57f770c53c529af7648ec9a2aaf26bd727518cd29e1b5c2e2e39df1

Observation b4fbed49-da83-4bc9-a251-32d2e6e34557 · outbound

This paper cites Differentiable raycasting for self-supervised occupancy forecasting.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Differentiable raycasting for self-supervised occupancy forecasting

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.464969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:36.012479Z digest=sha256:cf6720306df90f71ac8141547f5a25362d102f3c18065c3569244c05c7ed961b

Observation b9a7ce06-577b-4936-bb40-e5d51975c9b1 · outbound

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

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Hdmapnet: An online hd map construction and evaluation framework

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.456722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:36.015341Z digest=sha256:aed129873d96b0cc857b5893e443081f042a3b2bbe854a9bb69b76b359ae6077

Observation 4b453f8e-1f27-4e67-a9c4-b7cfc3606651 · outbound

This paper cites BEVDepth: Acquisition of Reliable Depth for Multi-view 3D Object Detection.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving BEVDepth: Acquisition of Reliable Depth for Multi-view 3D Object Detection

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:36.018380Z digest=sha256:f1047f01ced08f27f652bc8e65607c8edda80b19636a2922347285a9fc8f8046

Observation 2b5c9bb5-457f-4c66-a6aa-085c20fc456f · outbound

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

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Bevformer: Learning bird’s-eye-view representation from multi-camera images via spatiotemporal transformers

Reference 32

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verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.449442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:36.020771Z digest=sha256:862dab9c91a5b7214aa6c76a2a987a6d3611619e1b3b72e140acca4362a01fa6

Observation d6334f9a-e890-4ee2-a792-92e5fb29892c · outbound

This paper cites Learning lane graph representa- tions for motion forecasting.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Learning lane graph representa- tions for motion forecasting

Reference 33

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verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.440000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:36.023206Z digest=sha256:d0a40f6d2b58fc10b6705ada72c7b1722b11d1130f13e1427941e7970d7dc019

Observation 2214ef35-9bd6-47af-b425-636d2660d607 · outbound

This paper cites MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction

Reference 34

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:36.025807Z digest=sha256:b9ad93ea1baf25372aae5243d2b9a8e3814cede06e13739047a9a2aaab7b05c5

Observation 0d935b74-2505-4ffe-a5ab-8c65099d83a6 · outbound

This paper cites Feature pyramid networks for object detection.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Feature pyramid networks for object detection

Reference 35

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:36.028537Z digest=sha256:4f2524a1113a3c1935b073d4296f3065ca472b53c12d7ff3d994f8dca94212ee

Observation ef4ea0f4-3e7b-4047-9730-86eaf10fb85e · outbound

This paper cites Im- proved deep reinforcement learning with expert demonstra- tions for urban autonomous driving.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Im- proved deep reinforcement learning with expert demonstra- tions for urban autonomous driving

Reference 36

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verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.428761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:36.030846Z digest=sha256:44ac0227b28b32f5d424e77352f95a616192c4705079d536a43f5b1c46a20f7b

Observation 3818ad7f-49db-4c90-b288-b45fcee55a50 · outbound

This paper cites Multimodal motion prediction with stacked transformers.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Multimodal motion prediction with stacked transformers

Reference 37

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raw_fallback, observed 2026-08-11T16:00:36.421940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:36.033924Z digest=sha256:995d3bdad8d4df42e79ecfb595f27c66e48f3683f92d1cb19e2b019cb5a12e33

Observation e158f5b5-623e-4c99-ae9e-909036eb1a57 · outbound

This paper cites VectorMapNet: End-to-end Vectorized HD Map Learning.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving VectorMapNet: End-to-end Vectorized HD Map Learning

Reference 38

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T16:00:36.036637Z digest=sha256:353ccc1a7429738fbbe64a393f56f265ed22b1532a1a25ecfb8557f9623d87e9

Observation 8db45da7-ae78-4581-9f36-2fa54c483f09 · outbound

This paper cites Decoupled weight decay regularization.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Decoupled weight decay regularization

Reference 39

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:36.039328Z digest=sha256:ed69aa3ca356979f63cd35ed7c01f7e20fd98332e773614b88ee74bcc4c5fafb

Observation 80896321-e0bf-4388-9532-aad72e54d43d · outbound

This paper cites Scene Transformer: A unified architecture for predicting multiple agent trajectories.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Scene Transformer: A unified architecture for predicting multiple agent trajectories

Reference 40

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:36.041618Z digest=sha256:d629f2bfb9864703b6c56a43371f2ec6110e4043780d8ba91f87a4d5fdc4de7e

Observation 698e5947-82ab-4562-966c-caa1a8f8bdc6 · outbound

This paper cites Covernet: Multimodal behavior prediction using trajectory sets.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Covernet: Multimodal behavior prediction using trajectory sets

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.410945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:36.044929Z digest=sha256:b2ce0726bb0ba199105f8213d4491f5d0fed8a312a6292abc354546ec0b35998

Observation 5b56597d-94e7-4e01-990b-467d12e0bcd3 · outbound

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

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Lift, splat, shoot: Encoding images from arbitrary camera rigs by implicitly unprojecting to 3d

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.404673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:36.047211Z digest=sha256:cb0876d06e05d685e1a780a58022c8a2f1b90a221e0bf03a0064ff05a23cc4d4

Observation 1d883f6a-4b67-4155-9741-9a7f17815080 · outbound

This paper cites Safe real-world autonomous driving by learn- ing to predict and plan with a mixture of experts.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Safe real-world autonomous driving by learn- ing to predict and plan with a mixture of experts

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.398727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:36.049701Z digest=sha256:2d653cbfc4419c8bd79daf5d12548cc1b44f4979f9188f07f2b697d53365bcc8

Observation 12ca49bf-25df-4514-a812-0630650e5950 · outbound

This paper cites Maximum margin planning.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Maximum margin planning

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.390739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:36.051956Z digest=sha256:3cacb698331be37d1a2f94b9f45fc3052eabd0876a2a6113045db7a87e6be9c8

Observation 301531f1-c34a-4f4a-95fc-93915dc92dda · outbound

This paper cites Categorical depth distribution network for monocular 3d object detection.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Categorical depth distribution network for monocular 3d object detection

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.381561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:36.055428Z digest=sha256:203113fef5c6c0ce4de9cc89818a0b474d09563b2077946ae715f3df97715d09

Observation 2666d2ff-745c-434e-946f-423fa2104397 · outbound

This paper cites Urban driver: Learning to drive from real-world demonstrations using policy gradients.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Urban driver: Learning to drive from real-world demonstrations using policy gradients

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.374593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:36.058168Z digest=sha256:c23b5b29ff2e8ae4c3ea1c47b593b8f564a575b29f1a8a93e594f3268b672f2e

Observation 4dcb3d67-e633-4a35-b11c-6b0c7d040dc9 · outbound

This paper cites S2tpvformer: Spatio-temporal tri- perspective view for temporally coherent 3d semantic occu- pancy prediction.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving S2tpvformer: Spatio-temporal tri- perspective view for temporally coherent 3d semantic occu- pancy prediction

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.367645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:36.060519Z digest=sha256:9acf6c920a6f294e1f09d946d30a251b08cc4e9621165388ee088c2768701d69

Observation a4400332-40d2-4494-8ef3-8c01199b3c86 · outbound

This paper cites SparseDrive: End-to-End Autonomous Driving via Sparse Scene Representation.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving SparseDrive: End-to-End Autonomous Driving via Sparse Scene Representation

Reference 48

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:36.063251Z digest=sha256:3e5709e002e8e37f1872b721cbb878e543816ae43eea52addf051b962cc8d3fe

Observation c16778de-ee0b-4060-8ac2-372d55b150a5 · outbound

This paper cites Occ3D: A Large-Scale 3D Occupancy Prediction Benchmark for Autonomous Driving.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Occ3D: A Large-Scale 3D Occupancy Prediction Benchmark for Autonomous Driving

Reference 49

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no resolver link, observed 2026-08-11T16:00:36.067079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:36.067079Z digest=sha256:012fe1eb340ceeb4a1b07eb39a3a08517c4abcdea178d5312746ac085954826b

Observation ae8045c9-15c6-4af1-bc63-8433298b1aeb · outbound

This paper cites Scene as occupancy.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Scene as occupancy

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.359517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:36.069692Z digest=sha256:92dead1f4201f60b6e9a43932c265cfd5f8bd6dbc0b938adf47a0692138e33f5

Observation 03b99865-1725-4d84-bb86-581b2c6dbc32 · outbound

This paper cites Con- gested traffic states in empirical observations and micro- scopic simulations.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Con- gested traffic states in empirical observations and micro- scopic simulations

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.350708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:36.072379Z digest=sha256:59010ee7d163b190838ee97f5188c6f0be9c7941f27f8a62ea9cb6e36e2d0848

Observation e9004ed2-8a6c-46f0-b8ac-e5901b29685a · outbound

This paper cites Attention is all you need.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Attention is all you need

Reference 52

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:36.075532Z digest=sha256:aad55c15af556a7350a939be1a82ddf13d1d6ca218dde709f296c4034d47c9c2

Observation 81cd5658-dd34-412a-86fd-af0b24b23214 · outbound

This paper cites Safetynet: Safe planning for real-world self-driving vehicles using machine-learned policies.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Safetynet: Safe planning for real-world self-driving vehicles using machine-learned policies

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.337334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:36.078572Z digest=sha256:d47681616bf2b5121ecb91c54422b649d8104fb818ba40d93cb15ae18d314a4d

Observation 537ed460-1336-4255-a236-9c599eae3375 · outbound

This paper cites Fcos3d: Fully convolutional one-stage monocular 3d object detection.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Fcos3d: Fully convolutional one-stage monocular 3d object detection

Reference 54

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:36.080893Z digest=sha256:67f9e0804b5e915ebd9a3889af12bd6ecc31cb4b243c92e0ccaca2bce80e3fbe

Observation 28b7ca92-5c17-4d12-8dbc-6b17ef9e4484 · outbound

This paper cites OpenOccupancy: A Large Scale Benchmark for Surrounding Semantic Occupancy Perception.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving OpenOccupancy: A Large Scale Benchmark for Surrounding Semantic Occupancy Perception

Reference 55

Resolution
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no resolver link, observed 2026-08-11T16:00:36.083139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:36.083139Z digest=sha256:1e82e4292ab4b4a01963065cf05808c3752e320e602411e26d1fdcd0ba27ab92

Observation 9d931a13-e228-4965-9654-01971ba3a4f2 · outbound

This paper cites Surroundocc: Multi-camera 3d occu- pancy prediction for autonomous driving.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Surroundocc: Multi-camera 3d occu- pancy prediction for autonomous driving

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.325919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:36.086358Z digest=sha256:c988cd8c26dbeefd475ba92a409713941a9081bef8f4223f55191b563e197f25

Observation 510105c2-7e7e-4fb2-8f8a-2547481b94d0 · outbound

This paper cites Fighting copycat agents in behavioral cloning from observation histories.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Fighting copycat agents in behavioral cloning from observation histories

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.317860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:36.088634Z digest=sha256:760468d51a510742fd8e54636394badac9f69e3e3a6b0fdac9053084ef5e56e0

Observation 560129a2-33cb-44b0-902c-14af60246ca6 · outbound

This paper cites GPD-1: Generative Pre-training for Driving.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving GPD-1: Generative Pre-training for Driving

Reference 58

Resolution
verified exact
local_arxiv, observed 2026-08-11T16:00:36.160368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:36.090947Z digest=sha256:b3c3a3b1f0d3dc52aae62fec9daf9d4a18b81c4e498619a9a542a0538da12e53

Observation 91a6fbc6-b4f5-401f-ab04-4362179838cf · outbound

This paper cites FusionAD: Multi-modality Fusion for Prediction and Planning Tasks of Autonomous Driving.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving FusionAD: Multi-modality Fusion for Prediction and Planning Tasks of Autonomous Driving

Reference 59

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:36.094259Z digest=sha256:5be37ae27ecb57320c27a2748d805cf20282f4abc509a10b5116d806612202af

Observation 29a1b506-2032-47c8-9e97-5a8deb2ec7f0 · outbound

This paper cites End-to-end inter- pretable neural motion planner.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving End-to-end inter- pretable neural motion planner

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.309148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:36.096775Z digest=sha256:47a6246ccb0a1bb45d10651eb359cd6804e4edb41664933453484a328032c9d3

Observation cc4dcebf-7260-415f-9e2d-f017b96223e0 · outbound

This paper cites SparseAD: Sparse Query-Centric Paradigm for Efficient End-to-End Autonomous Driving.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving SparseAD: Sparse Query-Centric Paradigm for Efficient End-to-End Autonomous Driving

Reference 61

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:36.099217Z digest=sha256:9408b10d4883ddc2cbb7fccdb53e2ef7770e1608bc24c30f828e78687f225570

Observation d7de45da-04c7-47f9-b672-271d021f5c2c · outbound

This paper cites BEVerse: Unified Perception and Prediction in Birds-Eye-View for Vision-Centric Autonomous Driving.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving BEVerse: Unified Perception and Prediction in Birds-Eye-View for Vision-Centric Autonomous Driving

Reference 62

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no resolver link, observed 2026-08-11T16:00:36.101790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:36.101790Z digest=sha256:97901ff14f46b5a91732b2deb25634e2e07e87c08afced05dfd746656b6c9424

Observation 923d9504-84c5-47cb-8ab6-b34c698bd4a3 · outbound

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

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Occworld: Learning a 3d occupancy world model for autonomous driving

Reference 63

Resolution
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no resolver link, observed 2026-08-11T16:00:36.104276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:36.104276Z digest=sha256:d0192eb2457515704c32cf3968b9057e4f65155d79b21547f831d10c33748cf3

Observation 72fc5a27-36e4-4731-9de1-29dcc0a3be38 · outbound

This paper cites Genad: Generative end-to-end autonomous driving.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Genad: Generative end-to-end autonomous driving

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.297839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:36.106619Z digest=sha256:4d6a0dffbcad933cd338d77cc46be2545396ad557f5d5f8b9ce430e75a5fe763

Observation 0a449c8d-5309-4e31-98f0-425e2b48acda · outbound

This paper cites Exploring imita- tion learning for autonomous driving with feedback synthe- sizer and differentiable rasterization.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving Exploring imita- tion learning for autonomous driving with feedback synthe- sizer and differentiable rasterization

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:00:36.290455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T16:00:36.108876Z digest=sha256:9aced42dc005f1a456b07448560bd1633ce913d870b7ceecc441a318d2c11247

Observation 851b8a73-535e-403a-bd3b-e859022696a6 · outbound

This paper cites PointOcc: Cylindrical Tri-Perspective View for Point-based 3D Semantic Occupancy Prediction.

GaussianAD: Gaussian-Centric End-to-End Autonomous Driving PointOcc: Cylindrical Tri-Perspective View for Point-based 3D Semantic Occupancy Prediction

Reference 66

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:00:36.111131Z digest=sha256:ba04f2ed7cd5528faee1c4e5a7fbc9c2a20be7c15388883a5dcdc967fc07834f

Pith citing papers

Observation 1a5d0288-f2f0-445e-af30-3ac3e00acefb · inbound

S2GO: Streaming Sparse Gaussian Occupancy Prediction cites this paper.

S2GO: Streaming Sparse Gaussian Occupancy Prediction GaussianAD: Gaussian-Centric End-to-End Autonomous Driving

Reference 66

Resolution
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no resolver link, observed 2026-08-07T10:27:09.776419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:27:09.776419Z digest=sha256:670850d2cc7dd57e50a0ca0aaee483f95fa6d5b29648243096aa91e67aa76d41

Observation c1042446-483e-49a3-b212-a9a839bfb537 · inbound

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction cites this paper.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction GaussianAD: Gaussian-Centric End-to-End Autonomous Driving

Reference 44

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no resolver link, observed 2026-08-07T04:19:25.661253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:19:25.661253Z digest=sha256:e34f8f22b85df56e69416da1ef4630fd3e6d024152834a1fb5308f16c21b749c

Observation 16184dda-1bc2-44c8-966e-4f320f031cfb · inbound

AutoVLA: A Vision-Language-Action Model for End-to-End Autonomous Driving with Adaptive Reasoning and Reinforcement Fine-Tuning cites this paper.

AutoVLA: A Vision-Language-Action Model for End-to-End Autonomous Driving with Adaptive Reasoning and Reinforcement Fine-Tuning GaussianAD: Gaussian-Centric End-to-End Autonomous Driving

Reference 63

Resolution
verified exact
arxiv_id, observed 2026-05-14T21:46:44.052741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-14T21:46:43.955825Z digest=sha256:369051eba28d66ba0e3f6a290bae5229f3590ae77e7e6bd2f0421d7bd9baab91

Observation 4c908493-5a73-4f6c-b100-fae1b00a484a · inbound

PRIX: Learning to Plan from Raw Pixels for End-to-End Autonomous Driving cites this paper.

PRIX: Learning to Plan from Raw Pixels for End-to-End Autonomous Driving GaussianAD: Gaussian-Centric End-to-End Autonomous Driving

Reference 61

Resolution
verified exact
arxiv_id, observed 2026-05-19T02:57:00.671324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-19T02:53:09.830659Z digest=sha256:7e2ef884adc91f2b0eaa80fd60a6feadce5f54fe5145d6add9ecc9add2983805

Observation d1e1c442-7535-447b-a567-f91b780e80d5 · inbound

GS-Occ3D: Scaling Vision-only Occupancy Reconstruction with Gaussian Splatting cites this paper.

GS-Occ3D: Scaling Vision-only Occupancy Reconstruction with Gaussian Splatting GaussianAD: Gaussian-Centric End-to-End Autonomous Driving

Reference 104

Resolution
unresolved
no resolver link, observed 2026-08-06T14:22:13.479121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:22:13.479121Z digest=sha256:e330fbf491500764ec4aa55fd4573b0ea85761a47852166c5551a4e0cbe9ef56

Observation 968194bc-7e00-4c6f-b264-0ec246d6c664 · inbound

SparseWorld-TC: Trajectory-Conditioned Sparse Occupancy World Model cites this paper.

SparseWorld-TC: Trajectory-Conditioned Sparse Occupancy World Model GaussianAD: Gaussian-Centric End-to-End Autonomous Driving

Reference 55

Resolution
verified exact
arxiv_id, observed 2026-05-17T05:29:05.013348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-17T05:26:34.859975Z digest=sha256:2733f6b579bb8a1bdcb37f003802f57e16fcc972c7cb0519c55a95868ceac07d

Observation ec505f9b-c987-4dc5-b715-5e112042e49d · inbound

ShelfGaussian: Shelf-Supervised Open-Vocabulary Gaussian-based 3D Scene Understanding cites this paper.

ShelfGaussian: Shelf-Supervised Open-Vocabulary Gaussian-based 3D Scene Understanding GaussianAD: Gaussian-Centric End-to-End Autonomous Driving

Reference 95

Resolution
verified exact
arxiv_id, observed 2026-05-17T03:28:58.140246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-17T03:24:32.577420Z digest=sha256:46fb42661f4ee37b7e7473e3047fe1333638013b0bc636db654b5c2c37baed55

Observation 377a41e9-63fc-427d-b6d8-eeecd464d315 · inbound

DVGT-2: Vision-Geometry-Action Model for Autonomous Driving at Scale cites this paper.

DVGT-2: Vision-Geometry-Action Model for Autonomous Driving at Scale GaussianAD: Gaussian-Centric End-to-End Autonomous Driving

Reference 87

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T23:03:25.003565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-13T22:59:57.744015Z digest=sha256:b1838632e56bfbbf3f8e615dd4c3511b49cebccbfe34ebd38eb1af51ee1ca764

Observation f7e9bb3e-0bd7-409b-9bb7-3b03dda5bee1 · inbound

GaussianMap: Learning Gaussian Representation for Multi-Sensor Online HD Map Construction cites this paper.

GaussianMap: Learning Gaussian Representation for Multi-Sensor Online HD Map Construction GaussianAD: Gaussian-Centric End-to-End Autonomous Driving

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-07-01T09:35:40.927922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-01T06:23:40.909967Z digest=sha256:1640258900a6ed33f00ed4d31845b25907792c19db90cd0352f594ec0feb03af