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Paper Citation Record · LEDGER

Pictura: Perspective-View Self-Play at Scale for Driving

As of 13 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2607.26005.

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

pith.paper-citation-record.v1
2607.26005 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T00:58:59.766564Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

38 of 38 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved37
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b181cec2-91c6-409e-bc52-375dfafad9f6 · outbound

This paper cites In: ICRA (2022) 4.

Pictura: Perspective-View Self-Play at Scale for Driving In: ICRA (2022) 4

Reference 1

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source=pdf_text observed=2026-08-01T00:58:54.628652Z digest=sha256:d54f95fcbb2c01d7e7fa345281892a697b221e3f717b3a4b27dbf6ae308c13db

Observation f9dc570c-4f02-4d4a-ae7d-c26a54514759 · outbound

This paper cites NuPlan: A closed-loop ML-based planning benchmark for autonomous vehicles.

Pictura: Perspective-View Self-Play at Scale for Driving NuPlan: A closed-loop ML-based planning benchmark for autonomous vehicles

Reference 2

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source=pdf_text observed=2026-08-01T00:58:54.714332Z digest=sha256:d96db4b8aacd2bb656dc973b4be3bb41e51a30f8275911e675b145659d08a981

Observation 5c9f9413-d5a8-4fcf-ba20-36e97b00c151 · outbound

This paper cites In: ICCV (2021) 4.

Pictura: Perspective-View Self-Play at Scale for Driving In: ICCV (2021) 4

Reference 3

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source=pdf_text observed=2026-08-01T00:58:54.792917Z digest=sha256:adef1444dcfb46256f325fca2eaaf6380e8f8f8294c37c1c2e382d92d1b5eb52

Observation 0d506edb-3bdc-4415-9d37-d7b492b4f5cf · outbound

This paper cites In: CoRL (2019) 4.

Pictura: Perspective-View Self-Play at Scale for Driving In: CoRL (2019) 4

Reference 4

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source=pdf_text observed=2026-08-01T00:58:54.882933Z digest=sha256:6575889597baf61dcd9a7ddd1682ac8287b755769785db71e5b2043cfb38f0f4

Observation 036963d4-5d61-4d1f-b526-a159b9e24fd4 · outbound

This paper cites com/Emerge-Lab/PufferDrive2, 4, 5.

Pictura: Perspective-View Self-Play at Scale for Driving com/Emerge-Lab/PufferDrive2, 4, 5

Reference 5

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source=pdf_text observed=2026-08-01T00:58:55.025035Z digest=sha256:18637702f96a9588be49f4a8fd0b9c8d4cddb46d20d3abf406a926fb8cb0fd3e

Observation 84a4b559-3a9f-4818-8034-a162a4e82506 · outbound

This paper cites Human-like autonomy emerges from self-play and a pinch of human data.

Pictura: Perspective-View Self-Play at Scale for Driving Human-like autonomy emerges from self-play and a pinch of human data

Reference 6

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source=pdf_text observed=2026-08-01T00:58:55.138958Z digest=sha256:5b65647e72146a33574724792d9950b7e1fc69260816d4331492d04f014abebc

Observation 13584f5b-eb06-482a-af6c-2efca8e9f4bc · outbound

This paper cites Reinforcement Learning Journal1 (2024) 3.

Pictura: Perspective-View Self-Play at Scale for Driving Reinforcement Learning Journal1 (2024) 3

Reference 7

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source=pdf_text observed=2026-08-01T00:58:55.254033Z digest=sha256:169a7f21e47b9ed0fe88b0b291e81b9d43fbdcfa4e2d67a097e3353ae84497f2

Observation c3f72e53-ea34-41e5-bed5-2cafbe5cff52 · outbound

This paper cites In: ICML (2025) 2, 3, 5, 8, 18, 20.

Pictura: Perspective-View Self-Play at Scale for Driving In: ICML (2025) 2, 3, 5, 8, 18, 20

Reference 8

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source=pdf_text observed=2026-08-01T00:58:55.396174Z digest=sha256:14691f5d0709f859f82108b93b9a6cac5709522dfd8e7189fc70fa0780030885

Observation a7e35f4a-d0e6-4327-8bc7-17468ee36a18 · outbound

This paper cites In: CoRL (2017) 3, 4, 5.

Pictura: Perspective-View Self-Play at Scale for Driving In: CoRL (2017) 3, 4, 5

Reference 9

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source=pdf_text observed=2026-08-01T00:58:55.500128Z digest=sha256:58faeeb96c95e277100c7d910b46340652aba1be24bdb42bd7523e560183cb54

Observation 570e543a-7430-46e9-a8eb-3e7ce24f8d0d · outbound

This paper cites In: ICCV (2021) 3, 4, 10, 26.

Pictura: Perspective-View Self-Play at Scale for Driving In: ICCV (2021) 3, 4, 10, 26

Reference 10

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source=pdf_text observed=2026-08-01T00:58:55.616400Z digest=sha256:98c6ee35a06dd40e15a9667802626e8618f51dc1eeb05ad9a2869ec10263c366

Observation bda7eb7b-ea15-4085-870d-e8a5c7cc7b8c · outbound

This paper cites In: ICLR (2026) 3, 4, 6, 8, 14 16 Y.

Pictura: Perspective-View Self-Play at Scale for Driving In: ICLR (2026) 3, 4, 6, 8, 14 16 Y

Reference 11

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source=pdf_text observed=2026-08-01T00:58:55.756715Z digest=sha256:c551dee780246cd50ca653e9c7907eac5b675e49dd41c907e8a368e4b9dd8ece

Observation 7b96dc53-066c-4401-ad07-aafff3cc7171 · outbound

This paper cites In: NeurIPS Datasets and Benchmarks (2023) 4.

Pictura: Perspective-View Self-Play at Scale for Driving In: NeurIPS Datasets and Benchmarks (2023) 4

Reference 12

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source=pdf_text observed=2026-08-01T00:58:55.915035Z digest=sha256:d5fca7991eb50da90047bebb15b27cba2a696fe823dd7538afc8b88e81ddd8d4

Observation fda735c7-473a-48bc-b4af-8fee28df6a3a · outbound

This paper cites In: CVPR (2023) 1.

Pictura: Perspective-View Self-Play at Scale for Driving In: CVPR (2023) 1

Reference 13

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source=pdf_text observed=2026-08-01T00:58:56.041188Z digest=sha256:796788f455690233ddbd02caae18c84fc2aa8fa4a0c9363c47e4bd701f932a8f

Observation dc6fcbab-6084-4a83-b814-18ec84ed947c · outbound

This paper cites In: ICCV (2023) 4.

Pictura: Perspective-View Self-Play at Scale for Driving In: ICCV (2023) 4

Reference 14

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source=pdf_text observed=2026-08-01T00:58:56.193337Z digest=sha256:009e6e87ef5cc2f094d1722eba2edc5527c94f2729b4dcd597c4f582baaf240e

Observation 0f401294-b168-409f-880c-8af859389d85 · outbound

This paper cites In: ICLR (2025) 2, 4.

Pictura: Perspective-View Self-Play at Scale for Driving In: ICLR (2025) 2, 4

Reference 15

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source=pdf_text observed=2026-08-01T00:58:56.220847Z digest=sha256:0a247e3dcb93246f290ff403119a81f632386de81788c15b53b198029affeb3f

Observation f78c7129-9bd4-4604-a028-72e6e8efd0aa · outbound

This paper cites In: CVPR (2026) 1, 4, 8.

Pictura: Perspective-View Self-Play at Scale for Driving In: CVPR (2026) 1, 4, 8

Reference 16

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source=pdf_text observed=2026-08-01T00:58:56.244019Z digest=sha256:81f3f2a0df3ecae844bf51013a8fc1f31c4454f847cdc344e7f03d7cd31eb3f3

Observation 083c0e4c-bbb9-4b8b-8cb8-56ea3a1ab931 · outbound

This paper cites In: NeurIPS (2017) 3.

Pictura: Perspective-View Self-Play at Scale for Driving In: NeurIPS (2017) 3

Reference 17

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source=pdf_text observed=2026-08-01T00:58:56.328029Z digest=sha256:605e50a6b1fed9fdd7a075d7ae8413b3f2c4202b0a384147a1cd4d309c4f2d40

Observation 235521a3-3fbf-4c25-aaaa-ab777990b892 · outbound

This paper cites IEEE Trans.

Pictura: Perspective-View Self-Play at Scale for Driving IEEE Trans

Reference 18

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source=pdf_text observed=2026-08-01T00:58:56.426873Z digest=sha256:15f6c2e452239f1d566ee2582c894df9357187ed3e3361fa60d6506e4d6df82d

Observation 9f6e6739-def7-4dfe-863c-14a59f6c1ebe · outbound

This paper cites In: ECCV (2024) 4.

Pictura: Perspective-View Self-Play at Scale for Driving In: ECCV (2024) 4

Reference 19

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source=pdf_text observed=2026-08-01T00:58:56.555717Z digest=sha256:186cb0a3166b67ebcc3e331214c16ce98bacf3b37e9d5a94d52b632bc882d01e

Observation daf7516d-d43d-415d-be5c-d63ea8b47235 · outbound

This paper cites In: ECCV (2024) 4.

Pictura: Perspective-View Self-Play at Scale for Driving In: ECCV (2024) 4

Reference 20

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source=pdf_text observed=2026-08-01T00:58:56.700755Z digest=sha256:db86e7f04286bf18cca6440188ed8a00273971845c5c409f7cba85de45c58c94

Observation 87b76e52-8b74-49ec-94b9-a71c229d621d · outbound

This paper cites In: CVPR (2026) 2, 4, 14.

Pictura: Perspective-View Self-Play at Scale for Driving In: CVPR (2026) 2, 4, 14

Reference 21

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source=pdf_text observed=2026-08-01T00:58:56.927917Z digest=sha256:ef8deb67762da57c241ec156edaebd19c809b8a037654966a77beefaf9bf3f79

Observation ac697133-1758-463b-8153-f6c9da34432d · outbound

This paper cites In: NIPS (1988) 1.

Pictura: Perspective-View Self-Play at Scale for Driving In: NIPS (1988) 1

Reference 22

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source=pdf_text observed=2026-08-01T00:58:57.081227Z digest=sha256:466bf7e0e9591c7df7e3a1420391d724f59790fde7af0b4fbe9f280ada451757

Observation a05803ea-ba2d-42a4-8b45-a39e372cd2f3 · outbound

This paper cites In: CVPR (2026) 3.

Pictura: Perspective-View Self-Play at Scale for Driving In: CVPR (2026) 3

Reference 23

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source=pdf_text observed=2026-08-01T00:58:57.284225Z digest=sha256:13b72f1d1520934061ad25fbf60a9c6b8f003815a7aed247e07ce630f32830b6

Observation 56c98cba-f3c4-4126-89dc-c16ffcb17e85 · outbound

This paper cites Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation Models.

Pictura: Perspective-View Self-Play at Scale for Driving Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation Models

Reference 24

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source=pdf_text observed=2026-08-01T00:58:57.477407Z digest=sha256:a7384e2baf722e139cae050fb57035bebcf49f271bf5f6d95d1b62e363550e05

Observation 4a86ed65-696b-4dcd-be92-144f8ba63ea6 · outbound

This paper cites Scaling Self-Play for End-to-End Driving.

Pictura: Perspective-View Self-Play at Scale for Driving Scaling Self-Play for End-to-End Driving

Reference 25

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source=pdf_text observed=2026-08-01T00:58:57.674700Z digest=sha256:ca901c6775a46338c84ddce014d7e3f4c137eebdcfe4ef00c71b52c551166c07

Observation 38a03751-05d5-47e7-adc7-26c82e07946b · outbound

This paper cites In: ICLR (2016) 8.

Pictura: Perspective-View Self-Play at Scale for Driving In: ICLR (2016) 8

Reference 26

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source=pdf_text observed=2026-08-01T00:58:57.809355Z digest=sha256:cc1fddebc8d3f65eabf3675f55e8350452708fddd98f54ad85ac1ee00fa2fe9c

Observation 4b5816cf-8de1-4434-8a3f-41779ac3d193 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Pictura: Perspective-View Self-Play at Scale for Driving Proximal Policy Optimization Algorithms

Reference 27

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source=pdf_text observed=2026-08-01T00:58:57.994144Z digest=sha256:a2a8566094085c8af9e5355c58a5dd01c6625c12c2a7583b30f992b5e0084c88

Observation 7afdfe70-e146-4d90-bfb9-263927da534d · outbound

This paper cites ACM Transactions on Graphics (2023) 4, 9 Pictura: Perspective Self-Play for Driving 17.

Pictura: Perspective-View Self-Play at Scale for Driving ACM Transactions on Graphics (2023) 4, 9 Pictura: Perspective Self-Play for Driving 17

Reference 28

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source=pdf_text observed=2026-08-01T00:58:58.172206Z digest=sha256:73544281a80a9db22d3d2c9f73ea17f2fb20c79bf8447c80c85a41ba33e09115

Observation ca8bc269-c554-42e4-a8ee-e6c5e06a28c4 · outbound

This paper cites Science (2018) 3.

Pictura: Perspective-View Self-Play at Scale for Driving Science (2018) 3

Reference 29

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source=pdf_text observed=2026-08-01T00:58:58.260864Z digest=sha256:fcca1c6e47037e7f41c7cf23c345f2e9c03d835d8fea6c4a6ce738120a42ae83

Observation 6db98e29-7bfb-4f56-a6fb-1af29c203139 · outbound

This paper cites PufferLib: Making Reinforcement Learning Libraries and Environments Play Nice.

Pictura: Perspective-View Self-Play at Scale for Driving PufferLib: Making Reinforcement Learning Libraries and Environments Play Nice

Reference 30

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source=pdf_text observed=2026-08-01T00:58:58.420429Z digest=sha256:cfba7b268916f667ea53d131371dbac0e31986019d2aff3324cc8b0994ceaa0f

Observation 53fc150e-6abe-4bea-aff2-557523d7e287 · outbound

This paper cites In: ICCV Au- tonomous Driving Workshop (2019) 3.

Pictura: Perspective-View Self-Play at Scale for Driving In: ICCV Au- tonomous Driving Workshop (2019) 3

Reference 31

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source=pdf_text observed=2026-08-01T00:58:58.565526Z digest=sha256:8cae885fa01a70b86fd983c23e1f3a29fd3ea5df6e653651e84ad4bb94db40f7

Observation f1aaaad0-6c96-4008-ad37-ddbc10ec3b05 · outbound

This paper cites Communications of the ACM (1995) 3.

Pictura: Perspective-View Self-Play at Scale for Driving Communications of the ACM (1995) 3

Reference 32

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source=pdf_text observed=2026-08-01T00:58:58.726780Z digest=sha256:eca9517edd64fdcfb7b12682c515aba96071a75531171e08794d68279ffde854

Observation e2a9d7f9-0b7d-4364-baaa-66c828313449 · outbound

This paper cites In: CVPR (2024) 4.

Pictura: Perspective-View Self-Play at Scale for Driving In: CVPR (2024) 4

Reference 33

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source=pdf_text observed=2026-08-01T00:58:58.843081Z digest=sha256:ffe16022a81c6fef76a5253353dd3f99cc989a61f84384a52e0fb192a2b29d5b

Observation ae5a7eb7-172e-47bd-9281-867a71709e83 · outbound

This paper cites TerraTransfer: Learning End-to-End Driving Policies Without Expert Demonstrations.

Pictura: Perspective-View Self-Play at Scale for Driving TerraTransfer: Learning End-to-End Driving Policies Without Expert Demonstrations

Reference 34

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source=pdf_text observed=2026-08-01T00:58:59.015143Z digest=sha256:1037d2344c96ee949bcb2db74d93192abaccf3ca7f3430ff33b015b39dc5319d

Observation fa879f2e-2eee-4aaa-a2e6-398f91435942 · outbound

This paper cites In: NeurIPS (2025) 3.

Pictura: Perspective-View Self-Play at Scale for Driving In: NeurIPS (2025) 3

Reference 35

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source=pdf_text observed=2026-08-01T00:58:59.207128Z digest=sha256:c359052fa4f0905ca37d1b3220fe0f5d608a1e3bbce60b2672e6117e4d1ad9cb

Observation 456bebb5-4a2b-4a10-98f7-897569bd7e33 · outbound

This paper cites In: ECCV (2024) 3.

Pictura: Perspective-View Self-Play at Scale for Driving In: ECCV (2024) 3

Reference 36

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source=pdf_text observed=2026-08-01T00:58:59.379516Z digest=sha256:476c50508e2904ad6a6712c0968e9e64daac82cb2359e11890431d5b6bae4ec6

Observation b3bd366c-1c22-4a5b-b354-70cf6e1ff346 · outbound

This paper cites In: ICCV (2021) 4.

Pictura: Perspective-View Self-Play at Scale for Driving In: ICCV (2021) 4

Reference 37

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source=pdf_text observed=2026-08-01T00:58:59.580567Z digest=sha256:62bb2f55b223729d66da15c64cfeeb3c859f7b4ba253259b2766c7cc960e01f2

Observation 49f95818-a11e-4784-82ff-4cd081b746ac · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence (2026) 4, 8 18 Y.

Pictura: Perspective-View Self-Play at Scale for Driving IEEE Transactions on Pattern Analysis and Machine Intelligence (2026) 4, 8 18 Y

Reference 38

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no resolver link, observed 2026-08-01T00:58:59.766564Z

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source=pdf_text observed=2026-08-01T00:58:59.766564Z digest=sha256:1c0e0445226846e1459db439a23e7bb72df60feec914ef46487ff8cdd1fd7d01

Pith citing papers

No inbound Pith citation observations are available.