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Paper Citation Record · LEDGER

Generalized Trajectory Scoring for End-to-end Multimodal Planning

As of 8 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 22 inbound Pith citation observations for arXiv:2506.06664.

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

pith.paper-citation-record.v1
2506.06664 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:59:20.216917Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 22 of 22 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:31:04.572098Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T16:39:58.091867Z

Reference resolution

33 of 33 outbound references displayed

  • verified exact0
  • verified fuzzy17
  • unresolved16
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c93f02f7-49a1-4be4-935a-edb6326222f7 · outbound

This paper cites Quad: Query-based inter- pretable neural motion planning for autonomous driving.

Generalized Trajectory Scoring for End-to-end Multimodal Planning Quad: Query-based inter- pretable neural motion planning for autonomous driving

Reference 1

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verified fuzzy
raw_fallback, observed 2026-08-07T05:59:24.973483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:59:16.130346Z digest=sha256:bf0942004a388900dcc9f25d6f0e14afd869f6430102c55b0ec48572bf08b10d

Observation c146b2b5-c92f-437e-99be-587ab89ec946 · outbound

This paper cites Pseudo-simulation for autonomous driving.arXiv preprint arXiv:2506.04218, 2025.

Generalized Trajectory Scoring for End-to-end Multimodal Planning Pseudo-simulation for autonomous driving.arXiv preprint arXiv:2506.04218, 2025

Reference 2

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no resolver link, observed 2026-08-07T05:59:16.204903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:59:16.204903Z digest=sha256:23556393fbedf17346dd170998920ff581057c85c0cd743e70b9fee75876bfd0

Observation b0a8ee9f-9a2c-4765-881a-ddf6e1bc00a8 · outbound

This paper cites VADv2: End-to-End Vectorized Autonomous Driving via Probabilistic Planning.

Generalized Trajectory Scoring for End-to-end Multimodal Planning VADv2: End-to-End Vectorized Autonomous Driving via Probabilistic Planning

Reference 3

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no resolver link, observed 2026-08-07T05:59:16.330143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:59:16.330143Z digest=sha256:1d7320207cd0a010a668708f737015f429fcba67945590550dcd341ea42dfb03

Observation 5306caa0-75d4-420a-85ef-1eff618cb15e · outbound

This paper cites Diffusion policy: Visuomotor policy learning via action diffu- sion.The International Journal of Robotics Research, page 02783649241273668, 2023.

Generalized Trajectory Scoring for End-to-end Multimodal Planning Diffusion policy: Visuomotor policy learning via action diffu- sion.The International Journal of Robotics Research, page 02783649241273668, 2023

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:59:24.755998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:59:16.486081Z digest=sha256:cf22dd56d44e0ce85a696251ddeb00ed1a379ba210015f2d17341c6262e1be13

Observation 49bbad5f-4ce6-4b34-98a0-22708c1da92f · outbound

This paper cites Transfuser: Imita- tion with transformer-based sensor fusion for autonomous driving.IEEE TPAMI, 2022.

Generalized Trajectory Scoring for End-to-end Multimodal Planning Transfuser: Imita- tion with transformer-based sensor fusion for autonomous driving.IEEE TPAMI, 2022

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:59:24.611496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:59:16.618746Z digest=sha256:f37e380cfe14fe5443fb6fe8c07423b111cdb07946dc731c1f162589c0a7bf06

Observation b4a84509-6185-412b-b33d-b08a8820658a · outbound

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

Generalized Trajectory Scoring for End-to-end Multimodal Planning Parting with misconceptions about learning- based vehicle motion planning

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:59:24.387483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:59:16.737893Z digest=sha256:abff5f8471ea5122dd12a7c9169b2ec6a88889461f2e13e20ea47fe9f77f62f1

Observation 5c0b9f7e-072a-4c08-80e2-9f0d1dcbfa0d · outbound

This paper cites Navsim: Data-driven non-reactive autonomous vehicle simulation and benchmarking.

Generalized Trajectory Scoring for End-to-end Multimodal Planning Navsim: Data-driven non-reactive autonomous vehicle simulation and benchmarking

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:59:24.080065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:59:16.888404Z digest=sha256:d01bddbc63b999a53108fcaf474b29a707c1d131fd1028d944b61c682c85d5a9

Observation 252ac6fe-e31a-4497-bed6-2b45203d4786 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Generalized Trajectory Scoring for End-to-end Multimodal Planning An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 8

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no resolver link, observed 2026-08-07T05:59:16.976644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:59:16.976644Z digest=sha256:cabf624cc7389265a63bf55ccfe3235076be993520f3d6bf6c3c1a6908537c34

Observation 21bcb790-b25b-4734-8dab-866192460e9d · outbound

This paper cites EVA-02: A Visual Representation for Neon Genesis.

Generalized Trajectory Scoring for End-to-end Multimodal Planning EVA-02: A Visual Representation for Neon Genesis

Reference 9

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unresolved
no resolver link, observed 2026-08-07T05:59:17.101923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:59:17.101923Z digest=sha256:68d9bbd763d0ce244286395543fd4ef89f0249c47c8e841477bb6cad5a60199c

Observation 0e3a7c0a-5988-483a-af3c-3e8c52fd536b · outbound

This paper cites Denoising diffu- sion probabilistic models.NeurIPS, 33:6840–6851, 2020.

Generalized Trajectory Scoring for End-to-end Multimodal Planning Denoising diffu- sion probabilistic models.NeurIPS, 33:6840–6851, 2020

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:59:23.863695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:59:17.229731Z digest=sha256:7dfbdda5dfac2b18a7bf58abbb39723c87025a031120c7321cad61e686969704

Observation ea7b8d29-6e9d-45d3-9477-71f8d92dc7f3 · outbound

This paper cites Planning-oriented autonomous driving.

Generalized Trajectory Scoring for End-to-end Multimodal Planning Planning-oriented autonomous driving

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:59:23.565773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:59:17.370785Z digest=sha256:d6e9b7ef79d9b7339c5ac86bf4e1c1121706d224093a0516f84d5353cd5f4758

Observation 51377e77-fbbd-4e7a-94ad-6571637d1cfa · outbound

This paper cites Vad: Vectorized scene representation for efficient autonomous driving.

Generalized Trajectory Scoring for End-to-end Multimodal Planning Vad: Vectorized scene representation for efficient autonomous driving

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:59:23.245377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:59:17.531141Z digest=sha256:cb274e9064f441ab03f40c65feef8d3b8361e475c1c0e22298557605e665743d

Observation bb2a809b-7a19-4079-8b00-76594310bb0d · outbound

This paper cites Motiondiffuser: Con- trollable multi-agent motion prediction using diffusion.

Generalized Trajectory Scoring for End-to-end Multimodal Planning Motiondiffuser: Con- trollable multi-agent motion prediction using diffusion

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:59:23.007795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:59:17.673114Z digest=sha256:693252d55d8f295996386d833c530a1334850b2de7d6c84d7b7e1d1a46a3c7f8

Observation b9f2ea9f-2848-490c-aa05-bd9c770c8d48 · outbound

This paper cites An energy and gpu-computation efficient backbone network for real-time object detection.

Generalized Trajectory Scoring for End-to-end Multimodal Planning An energy and gpu-computation efficient backbone network for real-time object detection

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:59:22.722513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:59:17.786814Z digest=sha256:28d8dad62d01f9d4927f9f052d1497f5b4807f88458bee59dd65eacae99e7e3b

Observation 92eba3d4-13a6-41c6-a11d-d1373d703eaa · outbound

This paper cites Finetuning generative trajectory model with reinforcement learning from human feedback.arXiv preprint arXiv:2503.10434, 2025.

Generalized Trajectory Scoring for End-to-end Multimodal Planning Finetuning generative trajectory model with reinforcement learning from human feedback.arXiv preprint arXiv:2503.10434, 2025

Reference 15

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no resolver link, observed 2026-08-07T05:59:17.899950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:59:17.899950Z digest=sha256:cd330a86608acb8a964b32d7d879a6912a0cee93702434bbc95cfd7b191dce9c

Observation 5301f6ca-93b6-4463-a443-48b0485dd976 · outbound

This paper cites Hydra-MDP++: Advancing End-to-End Driving via Expert-Guided Hydra-Distillation.

Generalized Trajectory Scoring for End-to-end Multimodal Planning Hydra-MDP++: Advancing End-to-End Driving via Expert-Guided Hydra-Distillation

Reference 16

Resolution
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no resolver link, observed 2026-08-07T05:59:18.025182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:59:18.025182Z digest=sha256:6f0f6160e1ee9dce6b453477f7b1dd46765adfabac2b43e774002fef9a2f1470

Observation 246494c0-c7eb-4592-81b5-8ec3f8673e6a · outbound

This paper cites Is Ego Status All You Need for Open-Loop End-to-End Autonomous Driving?.

Generalized Trajectory Scoring for End-to-end Multimodal Planning Is Ego Status All You Need for Open-Loop End-to-End Autonomous Driving?

Reference 17

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no resolver link, observed 2026-08-07T05:59:18.129663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:59:18.129663Z digest=sha256:794ccacb84b076d4a027039e2ee97f0c7f07c503e156199eb8afc607f31bc8aa

Observation 8cf4a2ec-e4bc-4247-ae2f-c28f2e8a05d9 · outbound

This paper cites Hydra-MDP: End-to-end Multimodal Planning with Multi-target Hydra-Distillation.

Generalized Trajectory Scoring for End-to-end Multimodal Planning Hydra-MDP: End-to-end Multimodal Planning with Multi-target Hydra-Distillation

Reference 18

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no resolver link, observed 2026-08-07T05:59:18.264096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:59:18.264096Z digest=sha256:04529df18f82c64adcb8f3bea9969e2d29e37147f9f8f6a9fdb11d8c981bc204

Observation 1b5d43cf-c00f-4f8a-8f22-51af84d7e76f · outbound

This paper cites Diffusiondrive: Truncated diffusion model for end-to-end autonomous driving.

Generalized Trajectory Scoring for End-to-end Multimodal Planning Diffusiondrive: Truncated diffusion model for end-to-end autonomous driving

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:59:22.459564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:59:18.385963Z digest=sha256:153857ab7dd88229baad98c15154ea1e49eb43ac07a4e94492eb10bd34ab59c4

Observation 48674cdd-aa03-4346-945d-bb137349f365 · outbound

This paper cites Is pseudo-lidar needed for monocular 3d object detection? InICCV, pages 3142–3152, 2021.

Generalized Trajectory Scoring for End-to-end Multimodal Planning Is pseudo-lidar needed for monocular 3d object detection? InICCV, pages 3142–3152, 2021

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:59:22.148576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:59:18.478820Z digest=sha256:2aa273f97310b67130a8024ab3b7af84eb6e8c68ddbf0d490bd80fc1a592aa9e

Observation 72e4307d-33d0-4567-ae10-668bb23074c8 · outbound

This paper cites CarLLaVA: Vision language models for camera-only closed-loop driving.

Generalized Trajectory Scoring for End-to-end Multimodal Planning CarLLaVA: Vision language models for camera-only closed-loop driving

Reference 21

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no resolver link, observed 2026-08-07T05:59:18.570814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:59:18.570814Z digest=sha256:debb793e6eacaf315b77b20f56ce9fe6b4fa07ff454e07afbc0e62a134b802f1

Observation 519bbafd-95a8-45cd-bf88-628e2a8bb1b9 · outbound

This paper cites SimLingo: Vision-Only Closed-Loop Autonomous Driving with Language-Action Alignment.

Generalized Trajectory Scoring for End-to-end Multimodal Planning SimLingo: Vision-Only Closed-Loop Autonomous Driving with Language-Action Alignment

Reference 22

Resolution
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no resolver link, observed 2026-08-07T05:59:18.722610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:59:18.722610Z digest=sha256:9814ca14764803ee75c2d101c83f9c7fd8af857fd80c6b9f252e8ebdf6feec18

Observation 52dcdd84-be84-4d22-93f9-2591ae0b0272 · outbound

This paper cites Drivelm: Driving with graph visual question answering.

Generalized Trajectory Scoring for End-to-end Multimodal Planning Drivelm: Driving with graph visual question answering

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:59:21.870028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:59:18.901858Z digest=sha256:0f1faa2c50e1db571f9c2a957cb5f2754fe2b9066c14bdcd68305b6caec3e349

Observation f3965fe1-8305-472f-bddc-16cbe84428ef · outbound

This paper cites Centaur: Robust End-to-End Autonomous Driving with Test-Time Training.

Generalized Trajectory Scoring for End-to-end Multimodal Planning Centaur: Robust End-to-End Autonomous Driving with Test-Time Training

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T05:59:19.064967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:59:19.064967Z digest=sha256:3f05665e2713db60a53dc0c84f892880c53989bca4fe4bb0bbb5fe6ee59bcaf8

Observation 8337b3e1-df5d-41e8-b2e9-ea6544e51951 · outbound

This paper cites HiP-AD: Hierarchical and Multi-Granularity Planning with Deformable Attention for Autonomous Driving in a Single Decoder.

Generalized Trajectory Scoring for End-to-end Multimodal Planning HiP-AD: Hierarchical and Multi-Granularity Planning with Deformable Attention for Autonomous Driving in a Single Decoder

Reference 25

Resolution
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no resolver link, observed 2026-08-07T05:59:19.215850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:59:19.215850Z digest=sha256:85e69b6ffd41a4e03460e808284c6d68c75a9065dcf079e0023f29017077fee4

Observation 4d122b20-4fab-44a3-91c8-4f747a7c3d9c · outbound

This paper cites Attention is all you need.NeurIPS, 30, 2017.

Generalized Trajectory Scoring for End-to-end Multimodal Planning Attention is all you need.NeurIPS, 30, 2017

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:59:21.595695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:59:19.380739Z digest=sha256:b7a5a1833f87a1a0fc4138e388bed4c4dbc8b30b4f77d69525bcf4f3fb96af1e

Observation e906758b-4f9b-4363-9b93-f0e751676da4 · outbound

This paper cites Exploring object-centric temporal modeling for efficient multi-view 3d object detection.

Generalized Trajectory Scoring for End-to-end Multimodal Planning Exploring object-centric temporal modeling for efficient multi-view 3d object detection

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:59:21.318103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:59:19.539687Z digest=sha256:5be905bd4d3ceea098e5761be457433783926731cd09e30be1ff32778373698d

Observation 2edf22c9-6e15-4d49-8d75-0bde27554a6a · outbound

This paper cites OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual Reasoning.

Generalized Trajectory Scoring for End-to-end Multimodal Planning OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual Reasoning

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T05:59:19.681762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:59:19.681762Z digest=sha256:7e6abf4eda61a55f9986fb7a1a41dbd158c2943679b4285671f8c5baeedd1ef1

Observation 3921881e-4b1f-4e38-86bd-85608600ca31 · outbound

This paper cites Diffusion-Based Environment-Aware Trajectory Prediction.

Generalized Trajectory Scoring for End-to-end Multimodal Planning Diffusion-Based Environment-Aware Trajectory Prediction

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T05:59:19.820633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:59:19.820633Z digest=sha256:1eea174338d0c89f1e7d19bdfbfa951b50f63439c34615e9672aa28fe2f7f2c9

Observation d1e5cea4-f1f7-41ce-8cb9-42ffa888cc11 · outbound

This paper cites Goalflow: Goal- driven flow matching for multimodal trajectories generation in end-to-end autonomous driving.

Generalized Trajectory Scoring for End-to-end Multimodal Planning Goalflow: Goal- driven flow matching for multimodal trajectories generation in end-to-end autonomous driving

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:59:21.104904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:59:19.951708Z digest=sha256:67e249c9dc17d8198ad61a062de3fd65158cb18be71b24502c6b89ee5e668f44

Observation 1a768e94-c93b-4e76-bb7f-68d1c86b6def · outbound

This paper cites Diffusion-es: Gradient-free planning with diffusion for au- tonomous and instruction-guided driving.

Generalized Trajectory Scoring for End-to-end Multimodal Planning Diffusion-es: Gradient-free planning with diffusion for au- tonomous and instruction-guided driving

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:59:20.756640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:59:20.032766Z digest=sha256:7e6f53b3662353885ea1eccad24b02b0c4fe06bbdc5a9fa7824355d73f2630a4

Observation e32cb9e8-b0ef-4d66-b6cc-7b158b9400bb · outbound

This paper cites Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data.

Generalized Trajectory Scoring for End-to-end Multimodal Planning Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

Reference 32

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no resolver link, observed 2026-08-07T05:59:20.113958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:59:20.113958Z digest=sha256:bd35863ab054a8559343f707b2386deaf5478824d3d250738fbf13bbc2899a1e

Observation 5656855f-0416-4eab-896b-450f0c4f8a11 · outbound

This paper cites Diffusion-Based Planning for Autonomous Driving with Flexible Guidance.

Generalized Trajectory Scoring for End-to-end Multimodal Planning Diffusion-Based Planning for Autonomous Driving with Flexible Guidance

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T05:59:20.216917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:59:20.216917Z digest=sha256:f22cea59a8c4817852cddc28d4e079216c4ffad8a7277a490c6a991287cdc946

Pith citing papers

Observation 58283645-65e3-4dc8-be82-d85c9dc06e21 · inbound

A Survey on Vision-Language-Action Models for Autonomous Driving cites this paper.

A Survey on Vision-Language-Action Models for Autonomous Driving Generalized Trajectory Scoring for End-to-end Multimodal Planning

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-06T21:31:04.572098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:31:04.572098Z digest=sha256:641c6aa2ec96b4f4ac27792a2e2543d418ba16c35eb576d6a3314ac9364c022a

Observation f1659a13-4a63-4ef8-8e9c-79f911a8128e · inbound

DIVER: Reinforced Diffusion Breaks Imitation Bottlenecks in End-to-End Autonomous Driving cites this paper.

DIVER: Reinforced Diffusion Breaks Imitation Bottlenecks in End-to-End Autonomous Driving Generalized Trajectory Scoring for End-to-end Multimodal Planning

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T20:04:08.430263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:04:08.430263Z digest=sha256:8c5afc7f33cd4cc1b1416c250140536d3f169b723a97a1549009f7dbe0dcf5ff

Observation b30ddc9f-7794-47a0-9282-4c71a792f910 · 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 Generalized Trajectory Scoring for End-to-end Multimodal Planning

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-19T02:57:00.701536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-19T02:53:09.830659Z digest=sha256:1de13918a6c73055e6c3249b43de3f2740592820dd7607d78bbf975366e3a869

Observation 71701eec-44e2-461e-9382-3e4e5b9274f0 · inbound

IRL-VLA: Training an Vision-Language-Action Policy via Reward World Model cites this paper.

IRL-VLA: Training an Vision-Language-Action Policy via Reward World Model Generalized Trajectory Scoring for End-to-end Multimodal Planning

Reference 19

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unresolved
no resolver link, observed 2026-08-05T23:41:31.796375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:41:31.796375Z digest=sha256:1aeae817483e6bcda55dd84ec0898c651ca21f8d84b938020a22e600841eb21f

Observation 64ed8940-46b5-41f8-a73d-9c5951afe91a · inbound

SimScale: Learning to Drive via Real-World Simulation at Scale cites this paper.

SimScale: Learning to Drive via Real-World Simulation at Scale Generalized Trajectory Scoring for End-to-end Multimodal Planning

Reference 55

Resolution
verified exact
arxiv_id, observed 2026-05-17T04:34:01.893796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-17T04:33:03.629533Z digest=sha256:4c5fef942428541f390bee65f5622f448fb3781d45e93abd81495a6ff3a5a959

Observation 30a1e307-0739-4b3e-ac8a-77b87eab8151 · inbound

Self-Imitated Diffusion Policy for Efficient and Robust Visual Navigation cites this paper.

Self-Imitated Diffusion Policy for Efficient and Robust Visual Navigation Generalized Trajectory Scoring for End-to-end Multimodal Planning

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-03T06:23:15.829477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T06:23:15.829477Z digest=sha256:57849cbbe906534921357eea05b57ce5f165861bf8b67667e17edb817929803e

Observation 841228a3-14ba-43a6-a64c-3b498e58f944 · inbound

HAD: Combining Hierarchical Diffusion with Metric-Decoupled RL for End-to-End Driving cites this paper.

HAD: Combining Hierarchical Diffusion with Metric-Decoupled RL for End-to-End Driving Generalized Trajectory Scoring for End-to-end Multimodal Planning

Reference 32

Resolution
unresolved
no resolver link, observed 2026-07-13T12:58:58.057084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T12:58:58.057084Z digest=sha256:0cd121ff22b0507bfec3ea1a8d32aa8308ac3839b7841bfd93e00452e456bcba

Observation b593187a-3442-42c8-8df4-9db4c667bd30 · inbound

RAD-2: Scaling Reinforcement Learning in a Generator-Discriminator Framework cites this paper.

RAD-2: Scaling Reinforcement Learning in a Generator-Discriminator Framework Generalized Trajectory Scoring for End-to-end Multimodal Planning

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-10T11:50:21.075872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-10T11:40:26.649975Z digest=sha256:3f6b80913c488d3af4224eb3fe7a94484078cbf3c349876c42703044f0e56860

Observation e7387a0f-87b6-44ca-a7e8-6f91f26c45e7 · inbound

Driving risk emerges from the required two-dimensional joint evasive acceleration cites this paper.

Driving risk emerges from the required two-dimensional joint evasive acceleration Generalized Trajectory Scoring for End-to-end Multimodal Planning

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-10T10:24:22.445044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-10T04:59:50.907647Z digest=sha256:b193b168069bb2f95e6a13eba6f0094c08bae10df681861e67e9ab1885a6c465

Observation dae1d3be-8e8d-4b30-ab27-93f4d4ede494 · inbound

CRAFT: Counterfactual-to-Interactive Reinforcement Fine-Tuning for Driving Policies cites this paper.

CRAFT: Counterfactual-to-Interactive Reinforcement Fine-Tuning for Driving Policies Generalized Trajectory Scoring for End-to-end Multimodal Planning

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-11T17:41:06.717031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-08T17:20:55.364175Z digest=sha256:0c64a65694ec1057c15035c4c3787f3e2df35daef9d63e1fb3c825383606719a

Observation 2d41a36c-bcd4-4e73-8cd7-b66e51719142 · inbound

DriveFuture: Future-Aware Latent World Models for Autonomous Driving cites this paper.

DriveFuture: Future-Aware Latent World Models for Autonomous Driving Generalized Trajectory Scoring for End-to-end Multimodal Planning

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-05-12T03:01:17.932758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-12T02:59:27.018824Z digest=sha256:abf8b73b0ade11572412d200eb4a6c0b8845205c4472c37e2a721ace0f93882a

Observation 5aaaef73-0117-4737-ab64-374c20edd6dc · inbound

CLOVER: Closed-Loop Value Estimation and Ranking for End-to-End Autonomous Driving Planning cites this paper.

CLOVER: Closed-Loop Value Estimation and Ranking for End-to-End Autonomous Driving Planning Generalized Trajectory Scoring for End-to-end Multimodal Planning

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-20T20:59:01.643061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T20:57:06.455108Z digest=sha256:1706f9381ae5467ef53c2342c3a2ee899ac8d847017f091fcd83e1c1ef952e38

Observation 9970e91c-4ce7-4b53-ab5c-1d4a3fa64834 · inbound

IDOL: Inverse-Dynamics-Guided Future Prediction for End-to-End Autonomous Driving cites this paper.

IDOL: Inverse-Dynamics-Guided Future Prediction for End-to-End Autonomous Driving Generalized Trajectory Scoring for End-to-end Multimodal Planning

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-07-01T19:36:08.381323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-28T22:23:07.223613Z digest=sha256:06140f833e3b067c5539b844af666b4514386df277e683599fcf52ed7de9e0af

Observation b8fd87e8-85a5-4f09-8ff7-39d0d78d9638 · inbound

CLEAR: Cognition and Latent Evaluation for Adaptive Routing in End-to-End Autonomous Driving cites this paper.

CLEAR: Cognition and Latent Evaluation for Adaptive Routing in End-to-End Autonomous Driving Generalized Trajectory Scoring for End-to-end Multimodal Planning

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-07-02T13:36:58.905728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-28T01:13:01.362993Z digest=sha256:5264f7aa0c0be6805f158f2caf5baeb1bd2fafca95e909a15e23e669571d51dd

Observation 363a473d-178b-402c-989a-7e815f994f1b · inbound

Test-Time Trajectory Optimization for Autonomous Driving cites this paper.

Test-Time Trajectory Optimization for Autonomous Driving Generalized Trajectory Scoring for End-to-end Multimodal Planning

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-07-02T17:47:17.907433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-27T21:53:02.554405Z digest=sha256:be3049ea6ac8eb618872b3ed30135bec29404cb24b85bdd43e1b053f1ed3c346

Observation 486c66f8-6423-4822-8510-356221e22f56 · inbound

DriveReward: A Comprehensive Dataset and Generative Vision-Language Reward Model for Autonomous Driving cites this paper.

DriveReward: A Comprehensive Dataset and Generative Vision-Language Reward Model for Autonomous Driving Generalized Trajectory Scoring for End-to-end Multimodal Planning

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-07-02T22:27:25.505037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-27T18:58:26.701929Z digest=sha256:6c5b19e92fdb2984bb2e7e66d8faaa6f744e1c8d837f7e11963049ddd800ba66

Observation 868c69de-e28c-43e3-b687-09c282a97eef · inbound

DriveJudge: Rethinking Autonomous Driving Evaluation with Vision-Language Models cites this paper.

DriveJudge: Rethinking Autonomous Driving Evaluation with Vision-Language Models Generalized Trajectory Scoring for End-to-end Multimodal Planning

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-07-03T18:28:48.973882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-27T03:04:13.554098Z digest=sha256:2ee173bd5bfac0ed35e9d143bbb7c143773bb2dcf56cc3be5a40f91549b9f597

Observation 84d38d24-6647-4889-b658-9c2f470e1d49 · inbound

FlowR2A: Learning Reward-to-Action Distribution for Multimodal Driving Planning cites this paper.

FlowR2A: Learning Reward-to-Action Distribution for Multimodal Driving Planning Generalized Trajectory Scoring for End-to-end Multimodal Planning

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-07-04T16:39:58.093716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-26T00:19:49.473294Z digest=sha256:503e658928f8c3d43f9175996efe5910baca36ef0194a8dddded137b21b5f8d2

Observation 875d21d7-f97e-4d95-9024-9e0d5c63f73e · inbound

Off the Rails: Hijacking the Scoring Head in Generative End-to-End Driving Planners with Safety-Violating Adversarial Perturbations cites this paper.

Off the Rails: Hijacking the Scoring Head in Generative End-to-End Driving Planners with Safety-Violating Adversarial Perturbations Generalized Trajectory Scoring for End-to-end Multimodal Planning

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-07-01T12:55:44.547251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-01T01:32:45.896103Z digest=sha256:02d8f53838bcff233ee45a4c5d103b26ae580a5b73b6c5435551c28e1c16d94c

Observation 74181307-d05d-470b-8d33-c7db1116bbf3 · inbound

PriorEye: Geospatial Visual Priors for End-to-End Autonomous Driving cites this paper.

PriorEye: Geospatial Visual Priors for End-to-End Autonomous Driving Generalized Trajectory Scoring for End-to-end Multimodal Planning

Reference 38

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T09:55:41.526999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-01T05:58:58.075150Z digest=sha256:9c406d56a4cbca9e94277fc5589d4ec9791ba32b0190b5ec1a14411d9bcbc3c9

Observation a792d65e-9b05-4f59-8206-316e22634284 · inbound

DRIFT: Drift and Aggregation for Motion Planning cites this paper.

DRIFT: Drift and Aggregation for Motion Planning Generalized Trajectory Scoring for End-to-end Multimodal Planning

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-02T01:56:05.657539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T01:56:05.657539Z digest=sha256:14c77895917971f056ede492d25958a1605f216238f267e289973c5e162c5946

Observation 4dabccde-2494-4bab-9f03-ce8bd79827b1 · inbound

MOJITO: Modal Joint Learning for Unified End-to-End Autonomous Driving cites this paper.

MOJITO: Modal Joint Learning for Unified End-to-End Autonomous Driving Generalized Trajectory Scoring for End-to-end Multimodal Planning

Reference 28

Resolution
unresolved
no resolver link, observed 2026-07-30T20:32:29.296690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T20:32:29.296690Z digest=sha256:a48f91f1a4cdd96e729b79a79dbf3ab7416939cfd497a07af197079ecb5b3456