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Paper Citation Record · LEDGER

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

As of 15 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 2026-08-15T06:32:42.880941+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=sha256:98689136bf7c8bd5aa135ae298b70215791d3f4dba18ad8530b5c3d44a29a054

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=sha256:76528e0944f87acc374bb809596e339132a4902806092df6dd423ffbdd8e9e8f

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=sha256:16d3da2c1edfe0bedebcb52c272fd34e063875f09847962d28e445951aab7d36

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=sha256:2475571265b43c2d5c390b563233f6ff7f6f888858a945ff11ef9fe18d13d2b8

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=sha256:42940c635497c79ee2ea6be315fd5a582fcdfd4460ed839e2880cdad3c059110

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T00:58:55.138958Z digest=sha256:3d972a25cd9447abe4cc2f29dd7389b6abb59edca3086a459bfb4be03c27759f

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:a4faa36442835f830ff88755682ded8e82e6d2d070f047714082cd2ec64497c8

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:be7b38854da890b174545e8c7896e2fafa673e79a993b25128fb4fd9ae6bf96e

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=sha256:8c18d9c82a3a7759d3026955a772a2ab6f7039937540cd236799f113e17e03aa

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T00:58:55.616400Z digest=sha256:ab72a5aaa9102fa44a60f5c4ba1e333055b707fc377da7864a2cf1d553ce4688

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=sha256:6ee28cf8f690db6adbf63ea3eb190f38b29cc3c0e031a9bace4d38f7843f13c3

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=sha256:58770d2cfe2fece33da150d5c14e048c188043045321a485afde54965c354aa1

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=sha256:12c41817978c0089ee37e26490273ef9729fcb41e5a440111ce3b24138652ddd

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T00:58:56.193337Z digest=sha256:4fe52bcf44956940f7e55ae53a64e67c7dd7c4573382902c154c0b00771c44d3

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=sha256:2d60e3fb0da8d94434f3e1644ee437f5f7240f9b651ff457fccc76be02e86b8a

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:feb81ba273f9a4a61e7bd10a36d6211b9f50d042fa0aa7dd7d31faca2f126c95

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=sha256:9fee7f079389d302ef43d7663cdde8a47d82061b7fb8b6f51de085f6173a15d3

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=sha256:5f8a4390754a6b0e9845af411551afe6b3a92165b53b41fd49931cfe41050c87

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=sha256:5cf5f8c38111e267d12b7a7d124bea262083f0e1d43f2590791f8f7876930753

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:da587908c48e972d3838381ae8149dcff73823e536490057c93d159506baa4e6

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:f81e4c4708d16ab809f830d13269609953f72c9abda7c083b53aa0d8a976547d

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:b39f44caecc21f036cef66024dcd457b8b310af030095205f6b2a7d731184c4b

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:acb0036e88de0ffa30c230495d9ab47064280bf9a69df9c1b6149b9d52ffe696

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=sha256:52f8ac02336f6caae92fc50b4778d28e5fe7a94826454df6df7d359839fc036b

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=sha256:2b57205e973640c1f8d519d133bd200d4bfe46b6cbf40581a632934217a57209

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=sha256:9c5ed4e741aa539a7260a66ed3fb7d546260b8be8e5a6ced1042e2199ce7f9f1

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=sha256:98ceabdb07a147619cb51561cdb6e54e14597e5c37d4fd654537df3847eaeb98

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=sha256:37e428fbc28a0874d44143bfb17e2c33663d19f098b034db39ed8d7d7a9c8f35

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:a431d9983c34f10f95d4d27025b1a2715f724f05807f1cbdf28ee51e75977041

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:cbb7663055a1ef13fe72e25b5e6cdc260d27693a9bdc63bb6c1701e812ead8f5

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=sha256:430e8d38dfa6ac98ae44a774eea8f65f679f6eb4767b9a48ab4030826073d05c

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=sha256:38aee71d9eef539babfc6edd62b7bfca9b58faa21c11f26c5a1d24fad0f195dc

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:a0440b59f346b8f09fc207efa32b458c3fedfed157493b0aec9d123be64ffafe

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=sha256:2d657ea37998c26d7f742fe58528431ee654e697077d473beffd78aa0de595f1

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=sha256:924458acec0eac1e68c5cedbdc699eab0b1f852d3ac5813ec918cc1073b029b9

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=sha256:836a0e499abb0eaeedfd9966bacf193bd8447cd5fba5b1b350de6022472c64c7

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:ee0dbdef80dfa085a2606b326836c512b360825cd7442989b3b40cea03c6c786

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:be808e29c6a2011a9e16328918ca1f381cd69f3bc669424d7d51e6d6660c558f

Pith citing papers

No inbound Pith citation observations are available.