Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T19:42:13.761144Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2501.09878.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T19:42:13.761144Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
59 of 59 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation b6f58dfb-d33e-4431-8344-ddc59c09b409 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Pedformer: Pedestrian behavior prediction via cross-modal attention modulation and gated multitask learning,
Reference 2
Source-reported events for the cited work
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Observation 637ff684-e805-459c-a878-50e3a0888fb3 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Trajectory prediction with latent belief energy-based model,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 84b3dc93-eda4-4361-a937-346d4d357c27 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Semi-Supervised Classification with Graph Convolutional Networks
Reference 4
Source-reported events for the cited work
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Observation 92b2f7bd-d414-4fbf-a02b-8acf400ff0e9 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Eqmotion: Equivariant multi-agent motion prediction with invariant interaction reasoning,
Reference 5
Source-reported events for the cited work
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Observation 0656b7c0-4c00-4b4c-9495-cdb27c3b93b5 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Graph-based spatial transformer with memory replay for multi- future pedestrian trajectory prediction,
Reference 6
Source-reported events for the cited work
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Observation 297cf756-73ad-4049-ad70-76a8a5a391d0 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Vnagt: Variational non-autoregressive graph transformer network for multi-agent trajectory prediction,
Reference 7
Source-reported events for the cited work
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Observation cce74fb3-4c52-4a3d-9630-de14d13f7f7c · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Hdgt: Heterogeneous driving graph transformer for multi-agent trajectory prediction via scene encoding,
Reference 8
Source-reported events for the cited work
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Observation c27eaf37-fefe-4d73-b1ed-8b932d886b39 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Social graph transformer networks for pedestrian trajectory prediction in complex social scenarios,
Reference 9
Source-reported events for the cited work
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Observation 5386afe1-4ec6-4327-86ed-13f2631b6e50 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Bifold and semantic reasoning for pedestrian behavior prediction,
Reference 10
Source-reported events for the cited work
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Observation 5b1f2952-0289-4a99-b356-b4a10ac892a9 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction From goals, waypoints & paths to long term human trajectory forecasting,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c853004d-0047-4e21-b716-5869518643b2 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Bitrap: Bi-directional pedestrian trajectory prediction with multi-modal goal estimation,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8f9c100a-8927-4bf7-832b-def259b2313e · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Locating objects without bounding boxes,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 77e7c406-9d94-4659-ac75-ca15b88d8c15 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Agentformer: Agent-aware transformers for socio-temporal multi-agent forecasting,
Reference 14
Source-reported events for the cited work
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Observation 63a6fac4-cd21-47dd-8e3d-565bec06845c · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction You’ll never walk alone: Modeling social behavior for multi-target tracking,
Reference 15
Source-reported events for the cited work
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Observation 7619fb6e-324b-4c60-857a-f3368799833a · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Crowds by example,
Reference 16
Source-reported events for the cited work
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Observation 133f6f68-7047-4998-a446-3dc7e9a376c3 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Pie: A large-scale dataset and models for pedes- trian intention estimation and trajectory prediction,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 952cf679-cd62-4497-ba94-9d12aac8c94d · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Leapfrog diffusion model for stochastic trajectory prediction,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 38367dad-a383-4b47-820d-3739707eb9ed · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Remember intentions: Retrospective-memory-based trajec- tory prediction,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 166b040b-fbcc-43d3-a913-d44c67781ddf · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Social force model for pedestrian dynamics,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3a656b0-e5d0-4908-8333-ff34b6a30788 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction You’ll never walk alone: Modeling social behavior for multi-target tracking,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8a2e19e-3327-4d0a-aca2-b2abfbd17a7a · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Social lstm: Human trajectory prediction in crowded spaces,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f344fc6c-417f-44f2-922e-04513f033514 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Sti-gan: Multimodal pedestrian trajectory predic- tion using spatiotemporal interactions and a generative adversarial network,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e3a1cc18-4abf-4b07-a949-34c93112eb0a · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Haar Wavelet based Block Autoregressive Flows for Trajectories
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cc0d16c8-f8ac-4fd8-a41a-ec9db13f64f7 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Trajectron++: Dynamically-feasible trajec- tory forecasting with heterogeneous data,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6d84dc1d-4926-4ec6-bdbb-61d5dfc65e09 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction GOHOME: Graph-Oriented Heatmap Output for future Motion Estimation
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ccf8ef2-e10a-4e81-978f-faedcd516ab7 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Social- bigat: Multimodal trajectory forecasting using bicycle-gan and graph attention networks,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c9d8dc50-a5ec-40b2-9185-c0ea22220bf6 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Dada: Driver attention prediction in driving accident scenarios,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e66953f8-99fe-48c1-8499-b66746704d59 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Loki: Long term and key intentions for trajectory prediction,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7af96092-428f-487c-893a-e2bd8f30b675 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Ptp: Parallelized tracking and prediction with graph neural networks and diversity sampling,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5e6ea285-3f7a-4a23-ad91-c22f5cf163ee · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Large-scale graph representation learning with very deep GNNs and self-supervision
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62d35035-0552-4e64-85ac-0be7b01e09bb · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Spatiotemporal relation- ship reasoning for pedestrian intent prediction,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 392bea1b-8214-492c-b0bd-e48dbd8fe659 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Benchmark for evaluating pedestrian action prediction,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cffca046-6d12-40e3-8333-1e166ab980c2 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction A comprehensive intention prediction method considering vehicle interaction,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cd12f018-4330-4ef6-af9a-809195808f16 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Transformer networks for trajectory forecasting,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7fc2c3d6-0040-47fc-b601-75598db7c731 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction S2tnet: Spatio-temporal transformer networks for trajectory prediction in autonomous driving,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b5619571-e922-48b5-af5f-bac76e6bc2ba · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Euro-pvi: Pedestrian vehicle interactions in dense urban centers,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2aba7bce-d602-42ee-8c11-ab41ce221b4a · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Social influence analysis in large-scale networks,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3a798002-c6d5-4c6b-8929-b1b736644f30 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Multi-scale attributed node embedding,
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2103e3a1-3e40-4714-96dd-a367dd21d151 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Attending to Graph Transformers
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 702c2631-c06b-4a6b-b9ea-19da15f2d5c8 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction U-net: Convolutional networks for biomedical image seg- mentation,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fd231832-4d14-46ce-a288-9b1b2f458f09 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Attention is all you need,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 10c05888-8766-4d6d-8393-b6e5ad6f44dc · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Graph Neural Networks with Learnable Structural and Positional Representations
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fafea87c-c783-44db-8198-aa422b27b18f · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Social attention: Modeling attention in human crowds,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 89be59a1-f2ec-4848-9809-20241e3b3543 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Social gan: Socially acceptable trajectories with generative adversarial networks,
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65cfb397-7e2e-44fe-98b0-83703750af08 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Stepwise goal-driven networks for trajectory predic- tion,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9449af02-ff5c-41ef-8a8d-2bf6cfb2065d · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Collaborative motion prediction via neural motion message passing,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 10844e71-b01a-431a-93e8-4d83bcfcbd4b · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction It is not the journey but the destination: Endpoint conditioned trajectory prediction,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 70c8d7ec-e899-4ab2-b7b2-4d24493fa10a · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Groupnet: Multiscale hypergraph neural networks for trajectory prediction with relational reasoning,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4b0c5994-07c9-4c80-9774-a1280cb240cc · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Stochastic trajectory prediction via motion indeterminacy diffusion,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 601015f8-20ee-42fb-b516-be91d350b16c · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Egocentric vision-based future vehicle localization for intelligent driving assistance systems,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 52799c66-616f-4943-bcd3-9ed6f9ac7fd9 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Future person localization in first-person videos,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0484de29-7d0a-4ac3-a8b5-43a1edfc1015 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Long-term on-board prediction of people in traffic scenes under uncertainty,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 40d2ba32-e95b-44f9-b416-c8928030a9a1 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Bifold and Semantic Reasoning for Pedestrian Behavior Prediction
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 28faa289-d3af-4b93-b198-6be5213b1ae8 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Auto-Encoding Variational Bayes
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e887356e-1918-47a7-a4cd-a7d3d53ded14 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Pedestrian trajectory prediction with convolutional neural networks,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9674fb49-3ca5-4dfb-ab0b-b09ec17288a0 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Social-stgcnn: A social spatio-temporal graph convolutional neural network for human trajectory prediction,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ca21d065-130e-4a76-8097-3e608a05a1f0 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Spatio-temporal graph transformer networks for pedestrian trajectory prediction,
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 638ae065-e696-41a2-8fec-ed0227be81e3 · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Towards interpretable semantic segmentation via gradient-weighted class activation mapping (student abstract),
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 353c6d60-0e1d-4c8d-8b95-aeacdd27a32a · outbound
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Grad-cam: Visual expla- nations from deep networks via gradient-based localization,
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
No inbound Pith citation observations are available.