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Paper Citation Record · LEDGER

DONUT: A Decoder-Only Model for Trajectory Prediction

As of 8 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 2 inbound Pith citation observations for arXiv:2506.06854.

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

pith.paper-citation-record.v1
2506.06854 v2

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:52:30.072304Z

measured 58 of 58 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T04:27:07.300616Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T00:58:26.197649Z

Reference resolution

56 of 56 outbound references displayed

  • verified exact0
  • verified fuzzy51
  • unresolved5
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a80c1b91-4711-4090-a40c-032c8347455c · outbound

This paper cites GPT-4 Technical Report.

DONUT: A Decoder-Only Model for Trajectory Prediction GPT-4 Technical Report

Reference 1

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no resolver link, observed 2026-08-07T05:52:29.902041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 40949fa8-a095-4afe-94e5-9ef13a8cca00 · outbound

This paper cites Social LSTM: Human Trajectory Prediction in Crowded Spaces.

DONUT: A Decoder-Only Model for Trajectory Prediction Social LSTM: Human Trajectory Prediction in Crowded Spaces

Reference 2

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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.

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Observation 9ea189b1-97bb-4345-866a-2035655ad88d · outbound

This paper cites MultiPath: Multiple Probabilistic Anchor Trajec- tory Hypotheses for Behavior Prediction.

DONUT: A Decoder-Only Model for Trajectory Prediction MultiPath: Multiple Probabilistic Anchor Trajec- tory Hypotheses for Behavior Prediction

Reference 3

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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.

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Observation 3742a4dc-60be-4f95-9572-4ca69c2f79c5 · outbound

This paper cites Forecast-MAE: Self-supervised Pre-training for Motion Forecasting with Masked Autoencoders.

DONUT: A Decoder-Only Model for Trajectory Prediction Forecast-MAE: Self-supervised Pre-training for Motion Forecasting with Masked Autoencoders

Reference 4

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raw_fallback, observed 2026-08-07T05:52:30.617889Z

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=2026-08-07T05:52:29.912603Z digest=sha256:11bc3979ea844eae75448d4d3968092e456bf7ab445841d13f9846dea893d622

Observation f424e193-1d4f-448e-8e04-c3649d19d545 · outbound

This paper cites Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation.

DONUT: A Decoder-Only Model for Trajectory Prediction Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation

Reference 5

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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.

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Observation 6acdf564-2530-4a36-a13e-40d92d2c6de0 · outbound

This paper cites R-Pred: Two-Stage Motion Prediction Via Tube- Query Attention-Based Trajectory Refinement.

DONUT: A Decoder-Only Model for Trajectory Prediction R-Pred: Two-Stage Motion Prediction Via Tube- Query Attention-Based Trajectory Refinement

Reference 6

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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.

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Observation 666702eb-fbd0-4593-a022-38ca90b6fc85 · outbound

This paper cites GoRela: Go Relative for Viewpoint- Invariant Motion Forecasting.

DONUT: A Decoder-Only Model for Trajectory Prediction GoRela: Go Relative for Viewpoint- Invariant Motion Forecasting

Reference 7

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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=2026-08-07T05:52:29.922753Z digest=sha256:71ce686a44087ec8fd1f358ad266c3f99d925ece39f719518740f144bf2ccf0c

Observation 2b7aa717-6ccc-4354-bbe6-94d97daf119f · outbound

This paper cites Multimodal Trajectory Predic- tions for Autonomous Driving using Deep Convolutional Networks.

DONUT: A Decoder-Only Model for Trajectory Prediction Multimodal Trajectory Predic- tions for Autonomous Driving using Deep Convolutional Networks

Reference 8

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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=2026-08-07T05:52:29.926139Z digest=sha256:ef7f9a232c72713748047a350f8a0142f9b8e70bb6ae16bac08a7f5d32563828

Observation 3a27b3af-bcbf-4537-b108-7a6b369da9b6 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Trans- formers for Language Understanding.

DONUT: A Decoder-Only Model for Trajectory Prediction BERT: Pre-training of Deep Bidirectional Trans- formers for Language Understanding

Reference 9

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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=2026-08-07T05:52:29.929425Z digest=sha256:e6e3daca31cc548176f8c2d90fc4cd26bb8296d54ddde2560c9f994175a7679c

Observation 06e865ff-464f-4e36-b7a4-85741be69fc0 · outbound

This paper cites Mac- Former: Map-Agent Coupled Transformer for Real-Time and Robust Trajectory Prediction.

DONUT: A Decoder-Only Model for Trajectory Prediction Mac- Former: Map-Agent Coupled Transformer for Real-Time and Robust Trajectory Prediction

Reference 10

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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=2026-08-07T05:52:29.932824Z digest=sha256:22da4abbd0fd6bf6e2f1df7b4e930ce4ca005830bf8f4aa9158a8cdd52e5aa55

Observation 547c4459-48e3-4a85-acd7-b415381a8051 · outbound

This paper cites VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation.

DONUT: A Decoder-Only Model for Trajectory Prediction VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation

Reference 11

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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=2026-08-07T05:52:29.935666Z digest=sha256:f9c92a842337462146f80e3b386f5d71f4c68debd12095d6ebacecac40c1ff27

Observation 00c263b7-8fc7-4bc5-bb82-c8d68f6b8f37 · outbound

This paper cites Dynamic Scenario Representation Learning for Motion Forecasting With Heterogeneous Graph Convolutional Re- current Networks.

DONUT: A Decoder-Only Model for Trajectory Prediction Dynamic Scenario Representation Learning for Motion Forecasting With Heterogeneous Graph Convolutional Re- current Networks

Reference 12

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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=2026-08-07T05:52:29.938344Z digest=sha256:f5553666887aee20c9cb0a346edabdd8c7194a7e59f4b25db3c35f240c992ec7

Observation 12a755d5-2b81-473b-98e0-3b12bd0a848a · outbound

This paper cites HOME: Heatmap Out- put for future Motion Estimation.

DONUT: A Decoder-Only Model for Trajectory Prediction HOME: Heatmap Out- put for future Motion Estimation

Reference 13

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raw_fallback, observed 2026-08-07T05:52:30.539002Z

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=2026-08-07T05:52:29.941470Z digest=sha256:ddbf6a042e946ecf3dec7beb006e9a9ca3329b22ad0840854ec805370654da05

Observation d35882be-c88a-4dfa-a1ef-777f3a452e70 · outbound

This paper cites THOMAS: Trajec- tory Heatmap Output with learned Multi-Agent Sampling.

DONUT: A Decoder-Only Model for Trajectory Prediction THOMAS: Trajec- tory Heatmap Output with learned Multi-Agent Sampling

Reference 14

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verified fuzzy
raw_fallback, observed 2026-08-07T05:52:30.530312Z

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=2026-08-07T05:52:29.944148Z digest=sha256:41cee8f4140f1cf4ac2e2e260af5802a1370d1bcd1743e6d9da77549257a59d8

Observation 598f263f-e6cc-4a12-bc61-84ea2acc3750 · outbound

This paper cites Better & Faster Large Language Models via Multi-token Prediction.

DONUT: A Decoder-Only Model for Trajectory Prediction Better & Faster Large Language Models via Multi-token Prediction

Reference 15

Resolution
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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=2026-08-07T05:52:29.947131Z digest=sha256:e9c5808324692157b35c12b687d2ce5d88251ea7e8954a8e4915b64e7bf9e223

Observation 8a0cb342-9129-44ea-9296-b3b12669db62 · outbound

This paper cites Long Short-term Memory.

DONUT: A Decoder-Only Model for Trajectory Prediction Long Short-term Memory

Reference 16

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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=2026-08-07T05:52:29.950155Z digest=sha256:ac95ce39e55b640d03c32745a014f0d2db1b23a3cb83d5c8fa61d9aafd5e162b

Observation bf10704e-129d-43f5-801f-054de5b03dc9 · outbound

This paper cites Rules of the Road: Predicting Driving Behavior with a Convolutional Model of Semantic Interactions.

DONUT: A Decoder-Only Model for Trajectory Prediction Rules of the Road: Predicting Driving Behavior with a Convolutional Model of Semantic Interactions

Reference 17

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raw_fallback, observed 2026-08-07T05:52:30.503933Z

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=2026-08-07T05:52:29.953072Z digest=sha256:90fd31bb5c0afe38bea990df9ca39eab83d14ae0bd4247ed8cf15fcc499ba4dd

Observation 39832db1-ef52-4173-a2cc-ad57528d5b73 · outbound

This paper cites SceneDiffuser: Efficient and Controllable Driving Simulation Initialization and Rollout.

DONUT: A Decoder-Only Model for Trajectory Prediction SceneDiffuser: Efficient and Controllable Driving Simulation Initialization and Rollout

Reference 18

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raw_fallback, observed 2026-08-07T05:52:30.495157Z

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=2026-08-07T05:52:29.955894Z digest=sha256:f990198065a4fa6c23a862f6e601bc58e7e88aec980dd67b6b0cc099016e9338

Observation fd9f1f6c-23c0-44a6-8614-f63519fc3b7f · outbound

This paper cites SEPT: Towards Efficient Scene Repre- sentation Learning for Motion Prediction.

DONUT: A Decoder-Only Model for Trajectory Prediction SEPT: Towards Efficient Scene Repre- sentation Learning for Motion Prediction

Reference 19

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raw_fallback, observed 2026-08-07T05:52:30.485454Z

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=2026-08-07T05:52:29.959514Z digest=sha256:5c7cd13e53fcbde226d87250b20c37d01d9a2998b987301c91cfd3608c74a132

Observation c1b2a82f-d56b-487e-af33-527b2f343af2 · outbound

This paper cites Desire: Distant future prediction in dynamic scenes with interacting agents.

DONUT: A Decoder-Only Model for Trajectory Prediction Desire: Distant future prediction in dynamic scenes with interacting agents

Reference 20

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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=2026-08-07T05:52:29.962466Z digest=sha256:c9132bb4ae23323e55b4134a25d1e25c6bd423419890872aaeb22b8532481e1b

Observation 2bb963c7-d68b-4499-a494-ea1605c8adb0 · outbound

This paper cites Learning Lane Graph Represen- tations for Motion Forecasting.

DONUT: A Decoder-Only Model for Trajectory Prediction Learning Lane Graph Represen- tations for Motion Forecasting

Reference 21

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raw_fallback, observed 2026-08-07T05:52:30.468057Z

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=2026-08-07T05:52:29.965562Z digest=sha256:75fb1a9883e6a0ff411d36d42d4f1fcc239331db7ea84fb2d32c7ca4ffd8db33

Observation 356b820e-5072-4b48-bfc1-7db4f810158a · outbound

This paper cites EDA: Evolving and Distinct Anchors for Multimodal Motion Prediction.

DONUT: A Decoder-Only Model for Trajectory Prediction EDA: Evolving and Distinct Anchors for Multimodal Motion Prediction

Reference 22

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raw_fallback, observed 2026-08-07T05:52:30.459020Z

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=2026-08-07T05:52:29.969071Z digest=sha256:ddb8ecb946d6134282fe332a7ea5ed38f9bb583a27bf82f880bf6406ae3a5ece

Observation 57d5efa3-28ab-4507-a532-c0c03e356d4c · outbound

This paper cites DeepSeek-V3 Technical Report.

DONUT: A Decoder-Only Model for Trajectory Prediction DeepSeek-V3 Technical Report

Reference 23

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no resolver link, observed 2026-08-07T05:52:29.971908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:52:29.971908Z digest=sha256:0998c2e0e9b94116718f97205098e49d6e930f2289ffc590810bd217b0c747ab

Observation 67fcf342-f3e7-4f0f-b950-dc9dda6f4317 · outbound

This paper cites Multimodal Motion Prediction with Stacked Transformers.

DONUT: A Decoder-Only Model for Trajectory Prediction Multimodal Motion Prediction with Stacked Transformers

Reference 24

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raw_fallback, observed 2026-08-07T05:52:30.450533Z

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=2026-08-07T05:52:29.974868Z digest=sha256:bb6eebedc06a50da7b2e6a1c4913d8f8fed99740aea9389f236da444f7986b15

Observation 4d3d2fa7-f8ef-4492-aafa-ca0351a97b49 · outbound

This paper cites Decoupled weight decay regularization.

DONUT: A Decoder-Only Model for Trajectory Prediction Decoupled weight decay regularization

Reference 25

Resolution
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no resolver link, observed 2026-08-07T05:52:29.977854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:52:29.977854Z digest=sha256:f435f76cedbd9a91ae37610e05c8b5be756eb9c271f1973180e2d09faa128ee0

Observation 521949d7-6ade-400d-80b1-242013060753 · outbound

This paper cites Social-STGCNN: A Social Spatio- Temporal Graph Convolutional Neural Network for Human Trajectory Prediction.

DONUT: A Decoder-Only Model for Trajectory Prediction Social-STGCNN: A Social Spatio- Temporal Graph Convolutional Neural Network for Human Trajectory Prediction

Reference 26

Resolution
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raw_fallback, observed 2026-08-07T05:52:30.436474Z

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=2026-08-07T05:52:29.980739Z digest=sha256:605df631749dcc2d47444103ef6f9063e817b44d47f33865d57ca4d63fc40c1c

Observation d3179017-ab3f-416c-aaa3-048cf223c848 · outbound

This paper cites The Waymo Open Sim Agents Challenge.

DONUT: A Decoder-Only Model for Trajectory Prediction The Waymo Open Sim Agents Challenge

Reference 27

Resolution
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raw_fallback, observed 2026-08-07T05:52:30.428595Z

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=2026-08-07T05:52:29.984436Z digest=sha256:146729053b6ff9f7a1e877571f6214a26d719398e45affa152069beeb55fe8a1

Observation 795b6775-60b6-4d2c-8130-37212b3da406 · outbound

This paper cites Wayformer: Motion Forecasting via Simple & Efficient Attention Net- works.

DONUT: A Decoder-Only Model for Trajectory Prediction Wayformer: Motion Forecasting via Simple & Efficient Attention Net- works

Reference 28

Resolution
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raw_fallback, observed 2026-08-07T05:52:30.420635Z

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=2026-08-07T05:52:29.987357Z digest=sha256:eb140fe44f6e57178a0b2107360568be625192510d5ced86526e4dcdf0def3c9

Observation e6d2a12e-5148-4944-8004-8c5e28faf549 · outbound

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

DONUT: A Decoder-Only Model for Trajectory Prediction Scene Transformer: A unified architecture for predicting multiple agent trajectories

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:52:30.412864Z

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=2026-08-07T05:52:29.990359Z digest=sha256:04de9bf1324471d73bd4043d0dab3973cb44231da93dee196f839a7d1d0d8e6c

Observation 24f58eb5-ef85-4722-b8f9-68db342e1f4d · outbound

This paper cites CoverNet: Multimodal 9 Behavior Prediction using Trajectory Sets.

DONUT: A Decoder-Only Model for Trajectory Prediction CoverNet: Multimodal 9 Behavior Prediction using Trajectory Sets

Reference 30

Resolution
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raw_fallback, observed 2026-08-07T05:52:30.404808Z

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=2026-08-07T05:52:29.993590Z digest=sha256:a08b60063e579d059088372276a8070a18ffe5efa1d579220470df2acb1dcad6

Observation b51bc163-a29d-4990-b3f7-efd2ee1d156c · outbound

This paper cites Trajeglish: Traffic Modeling as Next-Token Prediction.

DONUT: A Decoder-Only Model for Trajectory Prediction Trajeglish: Traffic Modeling as Next-Token Prediction

Reference 31

Resolution
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raw_fallback, observed 2026-08-07T05:52:30.396222Z

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=2026-08-07T05:52:29.996474Z digest=sha256:0ac15db17bec8fb8bb2c197300418374450306e89309d1c281b98e59f1e7d21b

Observation 14edc847-3538-4fd6-9a9c-65d837bf7529 · outbound

This paper cites DySeT: A Dynamic Masked Self-distillation Approach for Robust Trajectory Prediction.

DONUT: A Decoder-Only Model for Trajectory Prediction DySeT: A Dynamic Masked Self-distillation Approach for Robust Trajectory Prediction

Reference 32

Resolution
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raw_fallback, observed 2026-08-07T05:52:30.387945Z

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=2026-08-07T05:52:29.999226Z digest=sha256:fc66e56422a67d7c4a68682d3509fd64c4486c166722dadac75df1a26e12d898

Observation 766ec262-7e20-4cad-80c0-ca43742d1218 · outbound

This paper cites Improving Language Understanding by Generative Pre-Training.

DONUT: A Decoder-Only Model for Trajectory Prediction Improving Language Understanding by Generative Pre-Training

Reference 33

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raw_fallback, observed 2026-08-07T05:52:30.380003Z

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=2026-08-07T05:52:30.002777Z digest=sha256:38cd4cf6760344d8a288e536d6def40dfc3305d8ddb62e08ce925aed29c24ae0

Observation c7487ffd-108c-42c1-829b-b92a8d915d8d · outbound

This paper cites FJMP: Factorized Joint Multi-Agent Motion Prediction over Learned Directed Acyclic Interaction Graphs.

DONUT: A Decoder-Only Model for Trajectory Prediction FJMP: Factorized Joint Multi-Agent Motion Prediction over Learned Directed Acyclic Interaction Graphs

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:52:30.371860Z

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=2026-08-07T05:52:30.005625Z digest=sha256:ffe825c627c4a89e1fb3f869e5e2b29f85c15cb6936404ed899751e5794a0513

Observation 837c8385-dc6d-4de1-b20f-37ab86b2b826 · outbound

This paper cites Learning Cooperative Trajectory Representations for Motion Forecasting.

DONUT: A Decoder-Only Model for Trajectory Prediction Learning Cooperative Trajectory Representations for Motion Forecasting

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:52:30.363740Z

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=2026-08-07T05:52:30.008494Z digest=sha256:86bc4997061073d278061be3878f89d7eb966d264161bec694a701d99b5b55dd

Observation 414b1fad-fe86-4d76-9bc5-6b939aaaec18 · outbound

This paper cites Trajectron++: Dynamically-feasible trajec- tory forecasting with heterogeneous data.

DONUT: A Decoder-Only Model for Trajectory Prediction Trajectron++: Dynamically-feasible trajec- tory forecasting with heterogeneous data

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:52:30.355506Z

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=2026-08-07T05:52:30.011273Z digest=sha256:acbb5a4a50d58c6862e473951defcd9dc0ff529e07bc41ef55ff48c463e7ad66

Observation 5e497ea3-0c3d-4146-9f81-8f5c243f2bb9 · outbound

This paper cites MotionLM: Multi-Agent Motion Forecast- ing as Language Modeling.

DONUT: A Decoder-Only Model for Trajectory Prediction MotionLM: Multi-Agent Motion Forecast- ing as Language Modeling

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:52:30.347288Z

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=2026-08-07T05:52:30.014268Z digest=sha256:c1e855663824d4ab36d61467c6f4082a5ba00422bec90d4c4ec5f337ec2545e7

Observation 70432df6-dacf-4f60-b179-b70b9f879307 · outbound

This paper cites Motion Transformer with Global Intention Localization and Local Movement Refinement.

DONUT: A Decoder-Only Model for Trajectory Prediction Motion Transformer with Global Intention Localization and Local Movement Refinement

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:52:30.339129Z

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=2026-08-07T05:52:30.017102Z digest=sha256:6866623b07e066a6323a5d5b99cc82ff6b3c0d389c7a919172e534901ad387c8

Observation f42c271b-c092-43e0-a8ab-0e0dae809261 · outbound

This paper cites Fourier features let networks learn high frequency functions in low dimen- sional domains.

DONUT: A Decoder-Only Model for Trajectory Prediction Fourier features let networks learn high frequency functions in low dimen- sional domains

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:52:30.330957Z

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=2026-08-07T05:52:30.020033Z digest=sha256:27a016627cadae69ea1a646916b090980f53dc1796737756152377aa4fdc7ed9

Observation 3e98afc4-b9b4-4f85-a5a9-381e66b44027 · outbound

This paper cites Multiple Futures Prediction.

DONUT: A Decoder-Only Model for Trajectory Prediction Multiple Futures Prediction

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:52:30.322819Z

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=2026-08-07T05:52:30.022899Z digest=sha256:e4d7ca1e8a5a7ba8b2bff8f85d75194d7cd2f9d91b4b46c1b63f6c988dd56016

Observation 60af9b24-3a68-4871-86aa-c3f3cb46f931 · outbound

This paper cites HPNet: Dynamic Trajectory Fore- casting with Historical Prediction Attention.

DONUT: A Decoder-Only Model for Trajectory Prediction HPNet: Dynamic Trajectory Fore- casting with Historical Prediction Attention

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:52:30.314887Z

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=2026-08-07T05:52:30.025799Z digest=sha256:da0af8ca4f6817ef408cb48c58d4051198cc95f113bd71c567e9e6437e364561

Observation 384a59f8-dad0-4e47-822d-91fd106662e6 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

DONUT: A Decoder-Only Model for Trajectory Prediction Gemini: A Family of Highly Capable Multimodal Models

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T05:52:30.028794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:52:30.028794Z digest=sha256:1e512cee79ca0cea3246ab91ec83218fd9c6654cd12f71381fe3d5aa8bc6aeba

Observation cf82a081-69bd-4e36-ae3c-02ff954f485d · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

DONUT: A Decoder-Only Model for Trajectory Prediction Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T05:52:30.032182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:52:30.032182Z digest=sha256:eee281bb81f9ec494b736fceaffa989bee8c7c7c029af0191ea50e2aba61ced1

Observation f033a61f-6315-4b5c-971e-72187f30b20f · outbound

This paper cites Attention is All you Need.

DONUT: A Decoder-Only Model for Trajectory Prediction Attention is All you Need

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:52:30.306322Z

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=2026-08-07T05:52:30.036109Z digest=sha256:13d6cd7e351b7b4cdeeba828fc3396f4757f99f3652676863a47fbd51cb5631e

Observation e3b28db8-a06f-49f2-baea-e3efa4b2d5de · outbound

This paper cites GANet: Goal Area Network for Motion Forecasting.

DONUT: A Decoder-Only Model for Trajectory Prediction GANet: Goal Area Network for Motion Forecasting

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:52:30.298302Z

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=2026-08-07T05:52:30.038983Z digest=sha256:28f585e6120c25eb898e8fe523de120ef8066f520622d1dec20b363cf262a697

Observation 65d6511e-f0de-4061-8bed-96be2aee498d · outbound

This paper cites ProphNet: Efficient Agent-Centric Motion Forecasting With Anchor-Informed Proposals.

DONUT: A Decoder-Only Model for Trajectory Prediction ProphNet: Efficient Agent-Centric Motion Forecasting With Anchor-Informed Proposals

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:52:30.289871Z

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=2026-08-07T05:52:30.042293Z digest=sha256:9ffa0497159df2c15ecd45244cb62fe72e1a00ff860e839961345eafa6f03e94

Observation e235a2d6-f410-4875-b737-fc0f018c0ba0 · outbound

This paper cites Argoverse 2: Next Generation Datasets for Self-Driving Perception and Forecasting.

DONUT: A Decoder-Only Model for Trajectory Prediction Argoverse 2: Next Generation Datasets for Self-Driving Perception and Forecasting

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:52:30.281344Z

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=2026-08-07T05:52:30.045142Z digest=sha256:f462451cf071341b0530159d34a881f04e8da08ba3c98c50e0c2e5d86b64766c

Observation 2f12bbdc-3ec1-45f8-a1f5-479cfd553d8c · outbound

This paper cites SMART: Scalable Multi-agent Real-time Motion Generation via Next-token Prediction.

DONUT: A Decoder-Only Model for Trajectory Prediction SMART: Scalable Multi-agent Real-time Motion Generation via Next-token Prediction

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:52:30.272841Z

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=2026-08-07T05:52:30.048018Z digest=sha256:4a5673ac21ff4dc0f264a86a329999d0696a9578b62b31df8116804b98949b16

Observation f8e3b476-f4c7-448f-aa79-b458bd51e10b · outbound

This paper cites Spatio-Temporal Graph Transformer Networks for Pedes- trian Trajectory Prediction.

DONUT: A Decoder-Only Model for Trajectory Prediction Spatio-Temporal Graph Transformer Networks for Pedes- trian Trajectory Prediction

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:52:30.264414Z

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=2026-08-07T05:52:30.051412Z digest=sha256:82e214d68aa3de65541d192ac26c1714ee4e18fef38c94387b5298fb40c69f0a

Observation 383c9152-e271-4b65-87a4-9c1024f379ca · outbound

This paper cites Lanercnn: Distributed representations for graph-centric motion forecasting.

DONUT: A Decoder-Only Model for Trajectory Prediction Lanercnn: Distributed representations for graph-centric motion forecasting

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:52:30.256193Z

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=2026-08-07T05:52:30.054759Z digest=sha256:83b29df68c7afe20f3475483269da2cbdb39ac956f4b9e618d703056cf9ea2ed

Observation 7ed25433-d664-4844-a0a6-6ebaac7c6495 · outbound

This paper cites DeMo: Decou- pling Motion Forecasting into Directional Intentions and Dy- namic States.

DONUT: A Decoder-Only Model for Trajectory Prediction DeMo: Decou- pling Motion Forecasting into Directional Intentions and Dy- namic States

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:52:30.247256Z

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=2026-08-07T05:52:30.057612Z digest=sha256:3549953b629ca021999229f56194c03bae90b62d044be61cf5f52396e5ed2e21

Observation 8bc64e56-22ec-4d01-9886-8b11a52e6f54 · outbound

This paper cites TNT: Target-driveN Trajectory Pre- diction.

DONUT: A Decoder-Only Model for Trajectory Prediction TNT: Target-driveN Trajectory Pre- diction

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:52:30.238125Z

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=2026-08-07T05:52:30.060493Z digest=sha256:057b12e946e18b756e69c4d82202ec3d891b91d171a66f2dc16ccbd32dd5cdb6

Observation 27a1e9fd-f390-4c18-ad3e-4a5796fd2882 · outbound

This paper cites Waslan- der, Hongsheng Li, and Yu Liu.

DONUT: A Decoder-Only Model for Trajectory Prediction Waslan- der, Hongsheng Li, and Yu Liu

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:52:30.229261Z

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=2026-08-07T05:52:30.063529Z digest=sha256:64d440cf2b2bb8f684ea69684846d935ba8abfbb1b7a53a4fc1355ca649d575a

Observation 052c73e4-ba22-459e-867c-407d909a4ff8 · outbound

This paper cites HiVT: Hierarchical Vector Transformer for Multi-Agent Motion Prediction.

DONUT: A Decoder-Only Model for Trajectory Prediction HiVT: Hierarchical Vector Transformer for Multi-Agent Motion Prediction

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:52:30.220570Z

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=2026-08-07T05:52:30.066408Z digest=sha256:77da1fd9f0dce5598bcc3b618abe8cf9c56ef062ae98ab390a359fe117824108

Observation 8e610d8d-c7a5-472b-b259-d39207fbc799 · outbound

This paper cites Query-Centric Trajectory Prediction.

DONUT: A Decoder-Only Model for Trajectory Prediction Query-Centric Trajectory Prediction

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:52:30.211920Z

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=2026-08-07T05:52:30.069248Z digest=sha256:6e5baa1de94bcad3f5ad0a9bed5ec71b1dd107bf4fa9efea33da0d147af668cd

Observation 3847eb8d-ef5e-40f3-8260-91303373b96e · outbound

This paper cites BehaviorGPT: Smart Agent Simulation for Autonomous Driving with Next-Patch Prediction.

DONUT: A Decoder-Only Model for Trajectory Prediction BehaviorGPT: Smart Agent Simulation for Autonomous Driving with Next-Patch Prediction

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:52:30.202628Z

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=2026-08-07T05:52:30.072304Z digest=sha256:b550be52dabbad132797403d7b04fbd62b02fc7bf3c01f3af49495d621760267

Pith citing papers

Observation 7f4a8c35-a390-4067-a0d8-c1151c4ac2b9 · inbound

Goal-Oriented Reactive Simulation for Closed-Loop Trajectory Prediction cites this paper.

Goal-Oriented Reactive Simulation for Closed-Loop Trajectory Prediction DONUT: A Decoder-Only Model for Trajectory Prediction

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-15T00:58:26.199066Z

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=2026-05-15T00:55:01.446865Z digest=sha256:706908cedecd8406808db8052cff6ac87071d4f2ab9e78bbc7055da6790a73b7

Observation 63fcb6a6-0dd3-440e-8c73-5599f21b579a · inbound

A Unified Framework for Trajectory Prediction with Explicit Planning and Reaction Decomposition cites this paper.

A Unified Framework for Trajectory Prediction with Explicit Planning and Reaction Decomposition DONUT: A Decoder-Only Model for Trajectory Prediction

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-08T04:27:07.300616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:27:07.300616Z digest=sha256:514a6b5db90acc24b7479c56b2cfa10b467575258051333830407fbc504c8851