Paper Citation Record · LEDGER

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models

As of 14 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2509.02099.

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

pith.paper-citation-record.v1
2509.02099 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:57:00.723947Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

35 of 35 outbound references displayed

verified exact2
verified fuzzy29
unresolved3
parse uncertain0
malformed identifier1
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b31cf9eb-0269-4aea-b275-b7885a2b1f03 · outbound

This paper cites Pedestrian Attribute Recognition: A New Benchmark Dataset and A Large Language Model Augmented Framework.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Pedestrian Attribute Recognition: A New Benchmark Dataset and A Large Language Model Augmented Framework

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-05T11:57:01.010905Z

Source-reported events for the cited work

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Observation a78cb1d6-7b6f-4d70-b7ca-6743855ce7c6 · outbound

This paper cites Heterogeneous feature re-sampling for bal- anced pedestrian attribute recognition,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Heterogeneous feature re-sampling for bal- anced pedestrian attribute recognition,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.762267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b8470c25-9cab-454a-826b-31204b3aa7fa · outbound

This paper cites A comprehensive survey for generative data augmentation,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models A comprehensive survey for generative data augmentation,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.738465Z

Source-reported events for the cited work

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Observation bc6df149-7d6e-487a-a8d1-4c9246eb09a3 · outbound

This paper cites Diffusion models in vision: A sur- vey,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Diffusion models in vision: A sur- vey,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.718143Z

Source-reported events for the cited work

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Observation 99cfc8ea-474f-44f4-abe6-803f757c7a4d · outbound

This paper cites A richly annotated pedestrian dataset for person retrieval in real surveillance scenarios,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models A richly annotated pedestrian dataset for person retrieval in real surveillance scenarios,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.696593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f350f25e-b54a-40b7-998c-a76cd595a438 · outbound

This paper cites Pedestrian attribute recognition: A survey,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Pedestrian attribute recognition: A survey,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.666173Z

Source-reported events for the cited work

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Observation 01ae3c6b-c560-4df2-abc9-db90b5c8d81e · outbound

This paper cites A visual surveillance system to observe realistic road user behavior for improved pedestrian and cy- clist safety at crossroads,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models A visual surveillance system to observe realistic road user behavior for improved pedestrian and cy- clist safety at crossroads,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.647563Z

Source-reported events for the cited work

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Observation e97799df-a483-42ac-9c57-948f9c8ccc13 · outbound

This paper cites Discrete soft biometric attribute-based person retrieval in surveillance videos,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Discrete soft biometric attribute-based person retrieval in surveillance videos,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.625758Z

Source-reported events for the cited work

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Observation de3efa4c-e815-46ab-90b0-e43dff36b687 · outbound

This paper cites SSPNet: Scale and spatial priors guided gen- eralizable and interpretable pedestrian attribute recognition,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models SSPNet: Scale and spatial priors guided gen- eralizable and interpretable pedestrian attribute recognition,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.607651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 17af07ff-8621-4672-9cf0-2b88ec7e7ffc · outbound

This paper cites Exploring attribute localization and corre- lation for pedestrian attribute recognition,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Exploring attribute localization and corre- lation for pedestrian attribute recognition,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.586973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation be812c8c-f442-4391-8687-9500a0f705a8 · outbound

This paper cites A solution to co-occurrence bias: Attributes disentanglement via mutual information minimization for pedestrian attribute recognition,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models A solution to co-occurrence bias: Attributes disentanglement via mutual information minimization for pedestrian attribute recognition,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.559761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8b6c1de2-fbd0-44a8-a8a5-0ebcfbdb59dc · outbound

This paper cites Transformer-based multi-task network for pedestrian attribute recognition,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Transformer-based multi-task network for pedestrian attribute recognition,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.539534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f377fb23-9d5d-40be-abdf-f46257d37ca9 · outbound

This paper cites Pedestrian attribute recognition at far distance,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Pedestrian attribute recognition at far distance,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.515709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e379cb82-4b31-480b-95b0-af3d10d3518b · outbound

This paper cites Attentive deep features for pedestrian analysis,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Attentive deep features for pedestrian analysis,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.494923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 771ff78d-a589-4e8e-9c52-cd9a13c13bd1 · outbound

This paper cites Robust clip-based detector for exposing diffu- sion model-generated images,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Robust clip-based detector for exposing diffu- sion model-generated images,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.474214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cbee5089-14b4-4572-ab10-bd56a3f90da8 · outbound

This paper cites Generative adversarial models for people attribute recognition in surveillance,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Generative adversarial models for people attribute recognition in surveillance,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.451163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 013fa690-6efd-4f7d-a03e-90f8fe268611 · outbound

This paper cites Zero-shot text-to-image generation,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Zero-shot text-to-image generation,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.433115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8040d2e2-7066-4d68-871a-16a1022df5ff · outbound

This paper cites High-resolution image synthesis with la- tent diffusion models,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models High-resolution image synthesis with la- tent diffusion models,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.410748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 74c698a3-0126-4033-bf55-fe5105a84a2d · outbound

This paper cites The Prompt Report: A Systematic Survey of Prompt Engineering Techniques.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models The Prompt Report: A Systematic Survey of Prompt Engineering Techniques

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T11:57:00.620222Z

Source-reported events for the cited work

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Observation 3285400e-56ea-487f-8732-d6887bb0398c · outbound

This paper cites Dynamic prompt optimizing for text-to-image generation,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Dynamic prompt optimizing for text-to-image generation,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.382605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 88792b7a-b98c-4a33-800c-776edc29d083 · outbound

This paper cites An image is worth one word: Personaliz- ing text-to-image generation using textual inversion,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models An image is worth one word: Personaliz- ing text-to-image generation using textual inversion,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.360013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8334036b-5ce8-478c-bd11-9a20121a85fd · outbound

This paper cites Prompt-to-prompt image editing with cross attention control,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Prompt-to-prompt image editing with cross attention control,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.337453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0add0fe3-85b9-4c2f-88fb-36e1549bc1b1 · outbound

This paper cites Lora: Low-rank adaptation of large language models.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Lora: Low-rank adaptation of large language models

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.284051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c2ef7b2d-a152-463c-aa6f-b277efd695fc · outbound

This paper cites Autoaugment: Learning augmentation strategies from data,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Autoaugment: Learning augmentation strategies from data,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.256526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 17cda106-b8a0-40ac-84e4-8c7cc4ea9b9e · outbound

This paper cites mixup: Beyond Empirical Risk Minimization.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models mixup: Beyond Empirical Risk Minimization

Reference 26

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Source-reported events for the cited work

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Observation 5bc931c7-8483-4e06-8d0c-ac206cee0e6c · outbound

This paper cites Practical automated data augmentation with a reduced search space,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Practical automated data augmentation with a reduced search space,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.229093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e6f3d68f-d040-46fe-bd43-615c3902e310 · outbound

This paper cites Trivialaugment: Tuning-free yet state-of-the-art data augmentation,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Trivialaugment: Tuning-free yet state-of-the-art data augmentation,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.204148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4d8a4663-3404-47cd-a05d-416b5ebc2895 · outbound

This paper cites Augmix: A simple data processing method to improve robustness and uncertainty,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Augmix: A simple data processing method to improve robustness and uncertainty,

Reference 29

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T11:57:01.178748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 02b83b9a-707d-4925-9f5c-c5c5d0b2c8bb · outbound

This paper cites Rethinking of Pedestrian Attribute Recognition: A Reliable Evaluation under Zero-Shot Pedestrian Identity Setting.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Rethinking of Pedestrian Attribute Recognition: A Reliable Evaluation under Zero-Shot Pedestrian Identity Setting

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T11:57:00.687710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30ffdec1-3e1c-4b69-96e9-a01669216ad1 · outbound

This paper cites Comfyui dynamicprompts: Comfyui custom nodes for dynamic prompts,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Comfyui dynamicprompts: Comfyui custom nodes for dynamic prompts,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.149661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2813f6ea-1bcb-4a63-8338-270ec8470373 · outbound

This paper cites Comfyui-yolo-cropper: A simple comfyui node for image cropping and masking using yolov8,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Comfyui-yolo-cropper: A simple comfyui node for image cropping and masking using yolov8,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.126156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a807b73f-3ac7-4dc2-81c9-e46d0131f9af · outbound

This paper cites Yolov8: A novel object detection algorithm with enhanced performance and robustness,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Yolov8: A novel object detection algorithm with enhanced performance and robustness,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.098418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f0a5f2b8-e86f-45a5-8b93-21092bbca024 · outbound

This paper cites Comfy-plasma: A simple plasma noise generator for comfyui,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Comfy-plasma: A simple plasma noise generator for comfyui,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.066997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 43c9ac99-30e0-405a-8552-72f46f4056e8 · outbound

This paper cites Image resize for comfyui: A custom node providing various tools for resizing images without distorting proportions,.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Image resize for comfyui: A custom node providing various tools for resizing images without distorting proportions,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:57:01.042875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8a1bf072-3f12-43b7-b70b-f33fb2c3f02d · outbound

This paper cites an unresolved cited work.

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models Unresolved cited work

Reference 42

Resolution: verified exact; raw_fallback, observed 2026-08-05T11:57:00.886994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

No inbound Pith citation observations are available.