Paper Citation Record · LEDGER

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification

As of 19 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2412.18766.

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

pith.paper-citation-record.v1
2412.18766 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T04:32:42.297033Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

43 of 43 outbound references displayed

verified exact0
verified fuzzy39
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 09934bf6-e8c3-4e27-b5ae-5d59bb1d73b7 · outbound

This paper cites Scalable person re- identification on supervised smoothed manifold.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Scalable person re- identification on supervised smoothed manifold

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.919619Z

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Observation 0a18fd85-e49d-4460-9051-2b2f1b7632a2 · outbound

This paper cites Stochastic gradient descent tricks.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Stochastic gradient descent tricks

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.907684Z

Source-reported events for the cited work

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Observation 6e721a7d-a7f4-424b-a948-760678185824 · outbound

This paper cites Match- ing groups of people by covariance descriptor.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Match- ing groups of people by covariance descriptor

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.895056Z

Source-reported events for the cited work

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Observation a8bac352-7859-4a33-b6e0-90f86ebca19d · outbound

This paper cites Ultralytics.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Ultralytics

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.882283Z

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Observation 59f7e220-d8de-4db8-af12-743f90bf8235 · outbound

This paper cites Convolutional neural networks on graphs with fast localized spectral filtering.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Convolutional neural networks on graphs with fast localized spectral filtering

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.870469Z

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Observation 902f1cc4-39b1-4119-9b30-b8d21f43e5e9 · outbound

This paper cites Socher, Li Jia Li, Kai Li, and Li Fei- Fei.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Socher, Li Jia Li, Kai Li, and Li Fei- Fei

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.857447Z

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Observation 53f327d7-6b7d-4022-b13c-b58bbbf5195b · outbound

This paper cites Convolutional networks on graphs for learn- ing molecular fingerprints.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Convolutional networks on graphs for learn- ing molecular fingerprints

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.845010Z

Source-reported events for the cited work

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Observation 8f0f0df6-c79c-46a2-9398-1cad808ad14b · outbound

This paper cites Dumlp-pin: a dual-mlp- dot-product permutation-invariant network for set feature ex- traction.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Dumlp-pin: a dual-mlp- dot-product permutation-invariant network for set feature ex- traction

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.832967Z

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Observation daddcba4-adfd-454e-92be-6502c21bd765 · outbound

This paper cites Deep residual learning for image recognition.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Deep residual learning for image recognition

Reference 9

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Source-reported events for the cited work

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Observation 02e5a101-98fc-478f-b79d-60fa283bb618 · outbound

This paper cites Dot-gnn: Domain-transferred graph neu- ral network for group re-identification.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Dot-gnn: Domain-transferred graph neu- ral network for group re-identification

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.812517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4e319261-2064-4465-b010-76e51e833f62 · outbound

This paper cites Dotscn: Group re-identification via domain-transferred single and couple representation learning.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Dotscn: Group re-identification via domain-transferred single and couple representation learning

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.801182Z

Source-reported events for the cited work

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Observation 54a329da-8f92-4a35-811d-003be359d14b · outbound

This paper cites Distance metric learning using graph convolutional networks: Appli- cation to functional brain networks.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Distance metric learning using graph convolutional networks: Appli- cation to functional brain networks

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.786998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 240c9226-6c6c-4fc5-82e6-443fb7c67fb7 · outbound

This paper cites Set transformer: A frame- work for attention-based permutation-invariant neural net- works.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Set transformer: A frame- work for attention-based permutation-invariant neural net- works

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.774056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4202b0f5-add7-4883-8a3d-6b8b3a5d23ca · outbound

This paper cites Group rei- dentification with multigrained matching and integration.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Group rei- dentification with multigrained matching and integration

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.763002Z

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Observation ab08f364-875a-4a1d-8a0b-49f3cd0dfbf0 · outbound

This paper cites Group re-identification via unsupervised transfer of sparse features encoding.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Group re-identification via unsupervised transfer of sparse features encoding

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.751804Z

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Observation dbc6ac46-e3b0-4720-b95a-5f0f6efbeb76 · outbound

This paper cites Tsn- greid: Transformer-based siamese network for group re- identification.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Tsn- greid: Transformer-based siamese network for group re- identification

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.740945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d798dd75-2432-41c6-846b-15167cc9fbce · outbound

This paper cites Siamese transformer for group re-identification via multi-scale feature transform and joint learning.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Siamese transformer for group re-identification via multi-scale feature transform and joint learning

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.729361Z

Source-reported events for the cited work

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Observation 497c59ef-5057-4a6d-98fc-69d5bd5e4942 · outbound

This paper cites Janossy Pooling: Learning Deep Permutation-Invariant Functions for Variable-Size Inputs.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Janossy Pooling: Learning Deep Permutation-Invariant Functions for Variable-Size Inputs

Reference 18

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Observation 7b71a3b0-a1a1-415f-8baf-13c4a8727324 · outbound

This paper cites Learning convolutional neural networks for graphs.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Learning convolutional neural networks for graphs

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.718220Z

Source-reported events for the cited work

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Observation 8c197507-8f70-4bb5-a709-e109ea0ec5be · outbound

This paper cites Learning human-object interactions by graph parsing neural networks.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Learning human-object interactions by graph parsing neural networks

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.706319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 46ef7519-365f-4afc-8238-7871bd790c03 · outbound

This paper cites Counting in- stances of objects specified by vague locations using neural networks on example of honey bees.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Counting in- stances of objects specified by vague locations using neural networks on example of honey bees

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.693776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c2e8157e-5bf2-468d-acd7-03003be4fc67 · outbound

This paper cites Performance measures and a data set for multi-target, multi-camera tracking.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Performance measures and a data set for multi-target, multi-camera tracking

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.681099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8463b33f-1933-4075-b832-eb8b400f3b01 · outbound

This paper cites Attention is all you need.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Attention is all you need

Reference 23

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Source-reported events for the cited work

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Observation 2490788d-5530-48d9-8ab9-070b942b0f04 · outbound

This paper cites Learning bi-directional feature propagation with latent layout modeling for group re-identification.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Learning bi-directional feature propagation with latent layout modeling for group re-identification

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.662738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 658f1290-0f65-4c80-9d30-7f39b958e2dd · outbound

This paper cites Region-based interactive ranking optimization for person re-identification.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Region-based interactive ranking optimization for person re-identification

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.651711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bb3debe1-e681-4cf4-a688-19b744edcdae · outbound

This paper cites Statistical inference of gaussian-laplace dis- tribution for person verification.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Statistical inference of gaussian-laplace dis- tribution for person verification

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.640439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 030e0153-2522-42c2-9b02-baf22939870e · outbound

This paper cites Learning hy- brid ranking representation for person re-identification.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Learning hy- brid ranking representation for person re-identification

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.629907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b14c6c88-e833-4c29-a61b-058bbd659966 · outbound

This paper cites Representing long- range context for graph neural networks with global atten- tion.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Representing long- range context for graph neural networks with global atten- tion

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.618902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c729e8a8-349e-49ab-8217-0d948f89c804 · outbound

This paper cites Group re-identification: Leveraging and integrating multi- grain information.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Group re-identification: Leveraging and integrating multi- grain information

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.607600Z

Source-reported events for the cited work

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Observation bf4a08da-29de-419f-8e41-3d2393a29a6d · outbound

This paper cites Similarity metric learn- ing for rgb-infrared group re-identification.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Similarity metric learn- ing for rgb-infrared group re-identification

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.595045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f1a61013-b6f1-4023-9527-8d3a706e0d73 · outbound

This paper cites Learning multi-attention context graph for group-based re- identification.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Learning multi-attention context graph for group-based re- identification

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.582661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b61dfddc-8214-465b-89a9-6290af149cc3 · outbound

This paper cites Patch-based camera-aware person-to-group learning and group similarity strategy for unsupervised group re- identification.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Patch-based camera-aware person-to-group learning and group similarity strategy for unsupervised group re- identification

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.570545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ac8f0f9c-260c-41e6-b621-e4b0c04cf8e9 · outbound

This paper cites Deep sets.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Deep sets

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.559714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ee0038e9-ae70-4949-b78d-b27176d398a2 · outbound

This paper cites Modeling 3d layout for group re- identification.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Modeling 3d layout for group re- identification

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.548304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2b91f8cf-5471-449f-a126-7939cd3ad30b · outbound

This paper cites Uncertainty modeling with second-order transformer for group re-identification.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Uncertainty modeling with second-order transformer for group re-identification

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.536275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d7634042-2304-49f1-a293-9d35aae98ff7 · outbound

This paper cites Uncertainty modeling for group re-identification.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Uncertainty modeling for group re-identification

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.421996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 60c1227f-cc73-4887-a5c7-6b2f02d6d1c9 · outbound

This paper cites Deep wasserstein graph discriminant learning for graph classification.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Deep wasserstein graph discriminant learning for graph classification

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.410709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 388052ea-ac0c-4ed9-91b3-a36907bbda76 · outbound

This paper cites Associat- ing groups of people.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Associat- ing groups of people

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.399205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 197073e9-d89f-41df-ac18-2dc706d61fdf · outbound

This paper cites Consistent match- ing based on boosted salience channels for group re- identification.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Consistent match- ing based on boosted salience channels for group re- identification

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.386972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 83b4102e-2dfe-4599-b535-8d41df63c14f · outbound

This paper cites Group re-identification with group context graph neural networks.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Group re-identification with group context graph neural networks

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.375186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a98f6bca-2422-47be-b04a-7fd66db9df71 · outbound

This paper cites an unresolved cited work.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:32:42.363273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 466db692-a7dd-494a-8f98-593da3d526d8 · outbound

This paper cites In the original datasets RoadGroup[14] and CSG[31], occlusion information among members is not di- rectly provided.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification In the original datasets RoadGroup[14] and CSG[31], occlusion information among members is not di- rectly provided

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.351644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e2386ff9-ccfb-4529-9c26-359042b31e8e · outbound

This paper cites Effect of supplementary annotations in RoadGroup.

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification Effect of supplementary annotations in RoadGroup

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:32:42.339717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.