Paper Citation Record · LEDGER

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction

As of 16 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 1 inbound Pith citation observation for arXiv:2508.04682.

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

pith.paper-citation-record.v1
2508.04682 v2

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:50:48.737036Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T00:32:33.376166Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T00:32:33.444387Z

Reference resolution

33 of 33 outbound references displayed

verified exact2
verified fuzzy18
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 78c43eab-b816-4c55-b2cd-c9d39d1806d4 · outbound

This paper cites https://developer.apple.com/arkit/.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction https://developer.apple.com/arkit/

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:50:49.316030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 019773e3-56b0-4a80-a738-f028930f896b · outbound

This paper cites Aneja, B.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Aneja, B

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:50:49.300901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fbd5fe59-4997-4c7b-b6e8-834383c37f7e · outbound

This paper cites Aneja, A.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Aneja, A

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:50:49.285779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d4a61a21-30b2-40a1-b513-c93d55186ef6 · outbound

This paper cites Modeling Caricature Expressions by 3D Blendshape and Dynamic Texture.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Modeling Caricature Expressions by 3D Blendshape and Dynamic Texture

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-05T23:50:48.837150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8af91123-911b-46f9-9f15-7c8b6fbcbe54 · outbound

This paper cites Egger, W.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Egger, W

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f8ef7a3-26c5-4c5f-acd4-b5e0ea1ef038 · outbound

This paper cites an unresolved cited work.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:50:49.271332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 55878e03-8494-4870-a698-778c8218749d · outbound

This paper cites Faceware Technologies.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Faceware Technologies

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:50:49.254025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 85354b83-0090-498a-8b9a-07d855d03bd8 · outbound

This paper cites Goeleven, R.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Goeleven, R

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:50:49.238223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 563697ca-ea85-4b4b-a4a4-a9af03be3e57 · outbound

This paper cites Gonzalez-Franco, E.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Gonzalez-Franco, E

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:50:49.222838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation dbbfe82a-8141-4898-845f-98e98a0fb857 · outbound

This paper cites an unresolved cited work.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:50:49.207667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5bff4a49-8a23-42e0-84ce-9f9c5c812d9d · outbound

This paper cites an unresolved cited work.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:50:49.192986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 38c22fad-b55d-414e-b47b-2073e5e089a5 · outbound

This paper cites Lasseter.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Lasseter

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:50:49.177801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation eaacdad3-b7c0-4524-9bc1-00b3f4fae477 · outbound

This paper cites an unresolved cited work.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Unresolved cited work

Reference 13

Resolution: verified exact; doi, observed 2026-08-05T23:50:48.799704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f18874a8-6447-40d9-8802-1e461799eb76 · outbound

This paper cites an unresolved cited work.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:50:49.160797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 00e58d4d-14a5-41e5-8e39-dc9c393b6b87 · outbound

This paper cites an unresolved cited work.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:50:49.145340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e8e7f544-e3c1-482c-bf39-1c3bed115431 · outbound

This paper cites an unresolved cited work.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:50:49.129087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 10bf441a-d01b-42ba-b77d-3531f78eb105 · outbound

This paper cites an unresolved cited work.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:50:49.114002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation aa9962d9-b288-4ca8-9200-1264d32b2e28 · outbound

This paper cites Lucey, J.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Lucey, J

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:50:49.097957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4983f95e-9b3e-4597-be0e-90ee3ea9a791 · outbound

This paper cites an unresolved cited work.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:50:49.082011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3156682c-f24e-47ec-89b4-3178d8559985 · outbound

This paper cites Onizuka, D.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Onizuka, D

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:50:49.066826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5715841e-3339-4229-85ad-46c0b9e3a43e · outbound

This paper cites Pantic, M.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Pantic, M

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:50:49.050563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f0b3d383-03b9-401c-83e1-c3aeb68dc396 · outbound

This paper cites Automatic expressions blendshapes and facial rigs.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Automatic expressions blendshapes and facial rigs

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:50:49.032852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 684c8dce-0da3-430a-a1a4-2b71192e462a · outbound

This paper cites Porter and G.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Porter and G

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:50:49.017268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e000f6dc-169d-4bc1-8533-dda2fb3563e1 · outbound

This paper cites Radzihovsky, F.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Radzihovsky, F

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:50:48.999343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3e5d350f-0b83-4fb4-91d4-83df387c46e1 · outbound

This paper cites an unresolved cited work.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:50:48.981113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c7f18fea-9abd-426a-9ec0-f38e3ff609f9 · outbound

This paper cites an unresolved cited work.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:50:48.963491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c69e476c-a4db-44a5-be4d-01f06fa94b4d · outbound

This paper cites an unresolved cited work.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:50:48.946308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6d41f04d-6339-47a5-a99e-92f3538c0d7c · outbound

This paper cites Thomas, O.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Thomas, O

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:50:48.928785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c901e0c5-fde5-46ae-84d2-5d402b89bcd5 · outbound

This paper cites Weise, S.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Weise, S

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:50:48.909965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5015a1a8-d44a-48a8-9f29-e681244e3e6c · outbound

This paper cites Wisessing, K.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Wisessing, K

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:50:48.890634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 04f70ffe-322a-49e1-9ecb-548baef0b2fb · outbound

This paper cites Xiong and F.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Xiong and F

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea5db5df-a427-4fe4-9758-7e656fe2b29b · outbound

This paper cites Zhang, K.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Zhang, K

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:50:48.872207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 39c1c931-6c26-4929-853f-b83387690373 · outbound

This paper cites Zollh¨ofer, J.

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction Zollh¨ofer, J

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:50:48.855839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

Observation 09039246-8a2b-42f2-880b-b20a811d06bf · inbound

CMU-Drive and V2V-VLA: Cooperative Multi-agent Unified Driving with Reasoning Benchmark and Vehicle-to-Vehicle Vision-Language-Action Models cites this paper.

CMU-Drive and V2V-VLA: Cooperative Multi-agent Unified Driving with Reasoning Benchmark and Vehicle-to-Vehicle Vision-Language-Action Models TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction

Reference 30

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T00:32:33.449322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.