Paper Citation Record · LEDGER

TrajFlow: Multi-modal Motion Prediction via Flow Matching

As of 8 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 2 inbound Pith citation observations for arXiv:2506.08541.

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

pith.paper-citation-record.v1
2506.08541 v2

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:14:34.864386Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-12T05:15:24.308169Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T05:16:24.735061Z

Reference resolution

65 of 65 outbound references displayed

verified exact3
verified fuzzy45
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation faf4a40f-9239-45e0-bc75-278d76b4df1e · outbound

This paper cites Learning lane graph representations for motion forecasting,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Learning lane graph representations for motion forecasting,

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b06de4bd-27b4-4496-a766-2dcc1f1a89f4 · outbound

This paper cites Implicit latent variable model for scene-consistent motion forecasting,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Implicit latent variable model for scene-consistent motion forecasting,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T05:14:34.528698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e17cd2a7-24e9-441b-ab8a-eb64ef8dadf5 · outbound

This paper cites Safety-oriented pedestrian occupancy forecasting,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Safety-oriented pedestrian occupancy forecasting,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:36.050569Z

Source-reported events for the cited work

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Observation dc0e9aca-d85d-47e6-a2a7-74a336bd0275 · outbound

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

TrajFlow: Multi-modal Motion Prediction via Flow Matching Lanercnn: Distributed representations for graph-centric motion forecasting,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:36.037509Z

Source-reported events for the cited work

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Observation a00c000a-8c7b-4523-bfcf-49b5508f5f8c · outbound

This paper cites MotionCNN: A Strong Baseline for Motion Prediction in Autonomous Driving.

TrajFlow: Multi-modal Motion Prediction via Flow Matching MotionCNN: A Strong Baseline for Motion Prediction in Autonomous Driving

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:14:35.194173Z

Source-reported events for the cited work

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Observation 0d20ac51-8a21-4516-8d11-f266533d0d29 · outbound

This paper cites Social nce: Contrastive learning of socially-aware motion representations,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Social nce: Contrastive learning of socially-aware motion representations,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:36.023298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 35fd9e77-f531-4eb4-aab9-3971a773cf0b · outbound

This paper cites Argoverse: 3d tracking and forecasting with rich maps,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Argoverse: 3d tracking and forecasting with rich maps,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:36.007918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 18a90867-0b0f-4d3d-94ab-fbdc65e8b144 · outbound

This paper cites Large scale interactive motion forecasting for autonomous driving: The waymo open motion dataset,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Large scale interactive motion forecasting for autonomous driving: The waymo open motion dataset,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.993178Z

Source-reported events for the cited work

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Observation 69ea02d9-7e81-415a-ae9a-f764069062bb · outbound

This paper cites Tnt: Target-driven trajectory prediction,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Tnt: Target-driven trajectory prediction,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.978473Z

Source-reported events for the cited work

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Observation 84f53b44-71b6-44e1-ba3e-876c679e11a7 · outbound

This paper cites Densetnt: End-to-end trajectory predic- tion from dense goal sets,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Densetnt: End-to-end trajectory predic- tion from dense goal sets,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.964446Z

Source-reported events for the cited work

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Observation d383f474-2d5b-4f04-9945-76c55f18aa20 · outbound

This paper cites Stochastic trajectory prediction via motion indeterminacy diffusion,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Stochastic trajectory prediction via motion indeterminacy diffusion,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.949073Z

Source-reported events for the cited work

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Observation de71c83e-4902-40bc-bbfc-37e7f196a077 · outbound

This paper cites Leapfrog diffusion model for stochastic trajectory prediction,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Leapfrog diffusion model for stochastic trajectory prediction,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.935230Z

Source-reported events for the cited work

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Observation e42d78a0-b35a-4ecd-a721-cd5330cdecca · outbound

This paper cites Motiondiffuser: Controllable multi-agent motion prediction using diffusion,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Motiondiffuser: Controllable multi-agent motion prediction using diffusion,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.921731Z

Source-reported events for the cited work

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Observation 571da710-0990-462d-9af9-0ec794efdbbf · outbound

This paper cites Moflow: One-step flow matching for human trajectory forecasting via implicit maximum likelihood estimation based distillation,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Moflow: One-step flow matching for human trajectory forecasting via implicit maximum likelihood estimation based distillation,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.907136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 651039b8-da52-42cf-ae3e-442bdac33054 · outbound

This paper cites Motionlm: Multi-agent motion forecasting as language modeling,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Motionlm: Multi-agent motion forecasting as language modeling,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.892631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e9174d2e-166e-4869-93a0-7b1f38f64584 · outbound

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

TrajFlow: Multi-modal Motion Prediction via Flow Matching Scene Transformer: A unified architecture for predicting multiple agent trajectories

Reference 16

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Source-reported events for the cited work

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Observation 87a2416d-75c1-46d3-afbf-82e8af5aabd3 · outbound

This paper cites Wayformer: Motion forecasting via simple & efficient attention networks,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Wayformer: Motion forecasting via simple & efficient attention networks,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.878092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c6fd8787-6a37-4ae8-b0ee-45de28e8c014 · outbound

This paper cites Multipath++: Efficient information fusion and trajectory aggregation for behavior prediction,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Multipath++: Efficient information fusion and trajectory aggregation for behavior prediction,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.862530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 64bdbec4-3acb-4ca3-b062-50e8d553da8f · outbound

This paper cites Motion transformer with global intention localization and local movement refinement,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Motion transformer with global intention localization and local movement refinement,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.847739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7a5a1d69-ab45-42fa-9ecc-87de2626b31f · outbound

This paper cites Mtr++: Multi-agent motion prediction with symmetric scene modeling and guided intention querying,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Mtr++: Multi-agent motion prediction with symmetric scene modeling and guided intention querying,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.833223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 37a6c2df-67cf-4c58-9cdb-17fde91566c0 · outbound

This paper cites Query-centric trajectory prediction,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Query-centric trajectory prediction,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.819134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3d1a562a-4340-4e48-b792-d8ca5a552785 · outbound

This paper cites Hdgt: Heterogeneous driving graph transformer for multi-agent trajectory prediction via scene encoding,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Hdgt: Heterogeneous driving graph transformer for multi-agent trajectory prediction via scene encoding,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.803917Z

Source-reported events for the cited work

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Observation 52460b2b-eaf5-4230-8905-cd2ff9fb09ba · outbound

This paper cites Eda: Evolving and distinct anchors for multimodal motion prediction,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Eda: Evolving and distinct anchors for multimodal motion prediction,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.788556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 557a2980-67f0-416b-be10-0c119a7b58ea · outbound

This paper cites Reasoning multi-agent behavioral topology for interactive autonomous driving,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Reasoning multi-agent behavioral topology for interactive autonomous driving,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.772240Z

Source-reported events for the cited work

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Observation cbdf6528-eb7e-40b5-adff-221cfd2c32a7 · outbound

This paper cites Social gan: Socially acceptable trajectories with generative adversarial net- works,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Social gan: Socially acceptable trajectories with generative adversarial net- works,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.756228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3e4678c6-182e-41a1-b07d-0580e265b9cb · outbound

This paper cites Mg-gan: A multi- generator model preventing out-of-distribution samples in pedestrian trajectory prediction,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Mg-gan: A multi- generator model preventing out-of-distribution samples in pedestrian trajectory prediction,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.739676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d5a02c5d-f673-48ca-b04a-4d59688979cb · outbound

This paper cites Groupnet: Multiscale hypergraph neural networks for trajectory prediction with relational reasoning,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Groupnet: Multiscale hypergraph neural networks for trajectory prediction with relational reasoning,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.724222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8d85ddf5-0b24-4228-a09d-366b023e02ec · outbound

This paper cites Dynamic-group-aware networks for multi-agent trajectory prediction with relational reasoning,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Dynamic-group-aware networks for multi-agent trajectory prediction with relational reasoning,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.709619Z

Source-reported events for the cited work

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Observation 83ac6568-94a9-4cca-8182-e8882b8bfee3 · outbound

This paper cites Muse-vae: Multi-scale vae for environment-aware long term trajec- tory prediction,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Muse-vae: Multi-scale vae for environment-aware long term trajec- tory prediction,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.694119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9126fbae-c89d-4b54-9cbb-560c732a2cd0 · outbound

This paper cites Flow matching for generative modeling,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Flow matching for generative modeling,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.677828Z

Source-reported events for the cited work

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Observation a5eb01d1-a488-460d-8f4f-c190079cb7e6 · outbound

This paper cites Attention is all you need,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Attention is all you need,

Reference 31

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Source-reported events for the cited work

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Observation bba1d985-8af7-4d9b-adc5-2fbddba4dbf7 · outbound

This paper cites Denoising diffusion probabilistic models,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Denoising diffusion probabilistic models,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.651583Z

Source-reported events for the cited work

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Observation 900380bc-62a1-4456-b388-7537eb38a09b · outbound

This paper cites Executing your commands via motion diffusion in latent space,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Executing your commands via motion diffusion in latent space,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.637306Z

Source-reported events for the cited work

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Observation 358b32be-091f-4e6f-8e84-1b3809794b94 · outbound

This paper cites Human Motion Diffusion Model.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Human Motion Diffusion Model

Reference 34

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc8b0871-880d-4ec2-a6f5-603d8fe4a775 · outbound

This paper cites Motiondiffuse: Text-driven human motion generation with diffusion model,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Motiondiffuse: Text-driven human motion generation with diffusion model,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.621940Z

Source-reported events for the cited work

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Observation db3923ef-00e0-4d3b-a18c-7d417d9f8263 · outbound

This paper cites GeneOH Diffusion: Towards Generalizable Hand-Object Interaction Denoising via Denoising Diffusion.

TrajFlow: Multi-modal Motion Prediction via Flow Matching GeneOH Diffusion: Towards Generalizable Hand-Object Interaction Denoising via Denoising Diffusion

Reference 36

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8218a341-6117-43c0-a55b-87f712ae63bc · outbound

This paper cites Interhandgen: Two-hand interaction generation via cascaded reverse diffusion,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Interhandgen: Two-hand interaction generation via cascaded reverse diffusion,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.607440Z

Source-reported events for the cited work

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Observation 938ae9ad-ffa9-4f5d-adda-2c3dedbb7d6f · outbound

This paper cites Latenthoi: On the generalizable hand object motion generation with latent hand diffusion.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Latenthoi: On the generalizable hand object motion generation with latent hand diffusion

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.592554Z

Source-reported events for the cited work

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Observation e85f8768-8c4a-4f0c-8ee8-6d848e658bc7 · outbound

This paper cites Pointnet: Deep learning on point sets for 3d classification and segmentation,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Pointnet: Deep learning on point sets for 3d classification and segmentation,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.576983Z

Source-reported events for the cited work

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Observation ba5ec7c8-a001-42c2-ade4-9abe2456d6f0 · outbound

This paper cites The analysis of permutations,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching The analysis of permutations,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.560491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2a506823-c0d9-45ff-9d51-0f06c37dccce · outbound

This paper cites an unresolved cited work.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:14:35.545646Z

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Observation 9cedd26c-0796-45a6-8075-b83b79ffd4c3 · outbound

This paper cites Symmetricdiffusers: Learning discrete diffusion on finite symmetric groups,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Symmetricdiffusers: Learning discrete diffusion on finite symmetric groups,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.530625Z

Source-reported events for the cited work

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Observation 0f29c5b6-1840-485d-b893-30f918bf64a1 · outbound

This paper cites Recoat: A deep learning-based framework for multi-modal motion prediction in autonomous driving application,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Recoat: A deep learning-based framework for multi-modal motion prediction in autonomous driving application,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.514410Z

Source-reported events for the cited work

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Observation 675c8f38-cfb3-4a78-945c-15fe39294b57 · outbound

This paper cites Controlmtr: Control-guided motion transformer with scene-compliant intention points for feasible motion prediction,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Controlmtr: Control-guided motion transformer with scene-compliant intention points for feasible motion prediction,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.498154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a668943c-1559-4e55-a546-321b01f8ba48 · outbound

This paper cites Decoupled weight decay regularization,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Decoupled weight decay regularization,

Reference 45

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a0f4dc9-9a27-401c-8419-7818b436fa1f · outbound

This paper cites Pytorch: An imperative style, high-performance deep learning library,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Pytorch: An imperative style, high-performance deep learning library,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.472370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 894480e6-58d3-4343-abf7-f22f00fc0640 · outbound

This paper cites Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T05:14:34.769719Z

Source-reported events for the cited work

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Observation 8be9468f-c827-492b-84d6-ffd6b17ee269 · outbound

This paper cites SwinGNN: Rethinking Permutation Invariance in Diffusion Models for Graph Generation.

TrajFlow: Multi-modal Motion Prediction via Flow Matching SwinGNN: Rethinking Permutation Invariance in Diffusion Models for Graph Generation

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T05:14:34.775259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0b84632-51a0-42d2-b50c-82d21bb260c8 · outbound

This paper cites Joint Generative Modeling of Grounded Scene Graphs and Images via Diffusion Models.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Joint Generative Modeling of Grounded Scene Graphs and Images via Diffusion Models

Reference 49

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:14:35.099988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 027c494d-2d9a-472a-8f1c-c5df75abbe01 · outbound

This paper cites UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models.

TrajFlow: Multi-modal Motion Prediction via Flow Matching UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T05:14:34.785770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7881a10-589a-49b2-90a6-c85a5eae543c · outbound

This paper cites Qdm: Quadtree- based region-adaptive sparse diffusion models for efficient image super-resolution,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Qdm: Quadtree- based region-adaptive sparse diffusion models for efficient image super-resolution,

Reference 51

Resolution: verified exact; raw_fallback, observed 2026-08-07T05:14:35.061054Z

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Observation 55116df9-c99b-4a4b-83bc-7f782759e397 · outbound

This paper cites Score-based generative modeling through stochastic differential equations,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Score-based generative modeling through stochastic differential equations,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.457837Z

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Observation 6813da13-1551-4212-8c75-00d1360713ff · outbound

This paper cites Elucidating the design space of diffusion-based generative models,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Elucidating the design space of diffusion-based generative models,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.442195Z

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Observation 686b27ee-3e8b-441f-adb7-7f7ed277706b · outbound

This paper cites Video Diffusion Models: A Survey.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Video Diffusion Models: A Survey

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T05:14:34.806499Z

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Observation 4f411788-2517-449d-ad34-9db9f8180e8a · outbound

This paper cites Multi-modal interactive agent trajec- tory prediction using heterogeneous edge-enhanced graph attention network,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Multi-modal interactive agent trajec- tory prediction using heterogeneous edge-enhanced graph attention network,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.426969Z

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Observation 836fec48-b9f7-4e85-880f-7a695bdcf9d8 · outbound

This paper cites $AIR^2$ for Interaction Prediction.

TrajFlow: Multi-modal Motion Prediction via Flow Matching $AIR^2$ for Interaction Prediction

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T05:14:34.816281Z

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Observation c64124b0-84fc-42a8-ae3d-6f8553e9a507 · outbound

This paper cites M2i: From factored marginal trajectory prediction to interactive prediction,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching M2i: From factored marginal trajectory prediction to interactive prediction,

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T05:14:34.821098Z

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Observation 03e41e58-7383-40e3-b8d9-ac99ccc88d2e · outbound

This paper cites Gameformer: Game-theoretic modeling and learning of transformer-based interactive prediction and planning for autonomous driving,.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Gameformer: Game-theoretic modeling and learning of transformer-based interactive prediction and planning for autonomous driving,

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T05:14:34.826363Z

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Observation 76326592-4d5b-4311-8493-1e256b3b11ec · outbound

This paper cites AMP: Autoregressive Motion Prediction Revisited with Next Token Prediction for Autonomous Driving.

TrajFlow: Multi-modal Motion Prediction via Flow Matching AMP: Autoregressive Motion Prediction Revisited with Next Token Prediction for Autonomous Driving

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T05:14:34.831703Z

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Observation 3c756f34-9068-4567-86f5-dd31562901d9 · outbound

This paper cites an unresolved cited work.

TrajFlow: Multi-modal Motion Prediction via Flow Matching Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:14:35.392547Z

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Observation 477e2499-0dee-45a0-87d8-a381fa8b4591 · outbound

This paper cites The context encoder has 6 layers, an embedding dimension of 256, and 8 attention heads.

TrajFlow: Multi-modal Motion Prediction via Flow Matching The context encoder has 6 layers, an embedding dimension of 256, and 8 attention heads

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.377403Z

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Observation 5392506a-ab52-4843-9054-5aacb2979132 · outbound

This paper cites IV, covering both the standard val- idation and test splits, as well as the interactive validation and test sets.

TrajFlow: Multi-modal Motion Prediction via Flow Matching IV, covering both the standard val- idation and test splits, as well as the interactive validation and test sets

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.256441Z

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Observation b3151ed8-60a0-4de2-a083-6c4078e5d221 · outbound

This paper cites V, comparing MTR [19] and our method on the WOMD validation set, which consists of 44,097 agents, using the same hardware (NVIDIA A100 80GB).

TrajFlow: Multi-modal Motion Prediction via Flow Matching V, comparing MTR [19] and our method on the WOMD validation set, which consists of 44,097 agents, using the same hardware (NVIDIA A100 80GB)

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.241208Z

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Observation 2a3f7ba2-5d09-4c8a-90f9-d25d21973289 · outbound

This paper cites 4 and Fig.

TrajFlow: Multi-modal Motion Prediction via Flow Matching 4 and Fig

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.225324Z

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Observation e0100aa4-920f-4726-b21e-e846c7ccfc72 · outbound

This paper cites However, its reliability in edge cases—such as rare behaviors or complex interactions—remains an open question.

TrajFlow: Multi-modal Motion Prediction via Flow Matching However, its reliability in edge cases—such as rare behaviors or complex interactions—remains an open question

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:14:35.209913Z

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Pith citing papers

Observation 8e8b1599-be6d-4ab7-b6ca-4737787d69ff · inbound

FlowS: One-Step Motion Prediction via Local Transport Conditioning cites this paper.

FlowS: One-Step Motion Prediction via Local Transport Conditioning TrajFlow: Multi-modal Motion Prediction via Flow Matching

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-12T00:21:21.847692Z

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Observation 55e6dfbf-2b5d-4bcc-9e9e-960326d14cb8 · inbound

Heteroscedastic Diffusion for Multi-Agent Trajectory Modeling cites this paper.

Heteroscedastic Diffusion for Multi-Agent Trajectory Modeling TrajFlow: Multi-modal Motion Prediction via Flow Matching

Reference 68

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:16:24.738956Z

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