Paper Citation Record · LEDGER

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques

As of 19 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 2 inbound Pith citation observations for arXiv:2506.07612.

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

pith.paper-citation-record.v1
2506.07612 v2

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:33:29.153525Z

measured 47 of 47 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:39:30.874667Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T23:39:31.260281Z

Reference resolution

45 of 45 outbound references displayed

verified exact3
verified fuzzy1
unresolved37
parse uncertain0
malformed identifier1
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 17c3ae2f-d42d-4693-ae18-5f2ddbfb5772 · outbound

This paper cites REDUCELRONPLATEAU.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques REDUCELRONPLATEAU

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:33:36.274012Z

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 924e4feb-9bc2-4726-b09d-95b488526fe0 · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:33:36.072002Z

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 57407f02-4991-46a8-836a-dc7b9c67e324 · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:33:35.801663Z

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 a707f913-5410-49e1-8a52-81a52a836fe4 · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 4

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T05:33:30.896192Z

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 dc332a47-0c47-459e-852e-7105109695cd · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:33:35.577967Z

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 6b0bcf1e-f439-452d-a7d1-efe4e2af950d · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:33:35.342170Z

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 035ba22b-0e97-4bc5-91f1-78089ffc4828 · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:33:35.085350Z

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 d23efa56-4543-4d26-b88b-c326786bb398 · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:33:34.866973Z

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 394459e6-a8cd-45b9-932c-b39c55317e4a · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:33:34.671098Z

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 91f33dae-db34-4fd3-9dbb-da67e88423a5 · outbound

This paper cites Transfer Learning in Human Activity Recognition: A Survey.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Transfer Learning in Human Activity Recognition: A Survey

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T05:33:25.382083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b26069f5-fa7f-4947-a7b6-03936d39f3ee · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T05:33:25.538407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9271440d-e5a6-4ec8-ab47-0184890792e5 · outbound

This paper cites Data augmentation using synthetic data for time series classification with deep residual networks.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Data augmentation using synthetic data for time series classification with deep residual networks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T05:33:25.622965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c33b86cb-a1bb-424e-99da-146130e2e9ee · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:33:34.360496Z

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 6fd9a738-54ca-4b2e-9632-a4db1f27c252 · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 14

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T05:33:34.138138Z

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 0abe8d35-556d-4b15-b4c5-5ef4b1f521fe · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:33:33.794418Z

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 f2621b92-f76f-4724-a417-b71d6dd64ebc · outbound

This paper cites The Kinetics Human Action Video Dataset.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques The Kinetics Human Action Video Dataset

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T05:33:26.025752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation becde3d4-586f-4e3d-afa1-a9b54f518ec2 · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:33:33.556477Z

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 3da2c56a-141a-4134-9a4d-432662a0f453 · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:33:33.261800Z

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 930aba4a-d462-4316-9880-5219abc01c52 · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:33:33.094199Z

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 877c1112-779b-48ce-a129-f468672779e0 · outbound

This paper cites IMUGPT 2.0: Language-Based Cross Modality Transfer for Sensor-Based Human Activity Recognition.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques IMUGPT 2.0: Language-Based Cross Modality Transfer for Sensor-Based Human Activity Recognition

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T05:33:26.559414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2699dd66-3120-43d8-ad67-ce88aa99eaad · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T05:33:26.743656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eab08908-868f-4472-890e-fa4305211861 · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:33:32.931602Z

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 db458447-21a4-4ae4-a707-c80ba0cdeb92 · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:33:32.758550Z

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 f94196db-9263-47c3-9cae-c13abc2d477a · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T05:33:27.045372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75f41047-b38c-4d01-a1b2-3c329d133500 · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T05:33:27.165690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 563d713b-7c72-4851-8aa4-3a98371ac505 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Representation Learning with Contrastive Predictive Coding

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T05:33:27.260113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 302d4b41-75f6-4343-a8bb-42cb219c73db · outbound

This paper cites GPT-4 Technical Report.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques GPT-4 Technical Report

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T05:33:27.352828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ac12e33-34fd-4a20-b2cd-e6169fe317e0 · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:33:32.624502Z

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 331677ac-834e-4d40-b21f-3e34a34c92a4 · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 30

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T05:33:30.472177Z

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 ef1c7c98-d51c-493d-8637-4384414d308a · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:33:32.436750Z

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 79f30b78-3183-45f1-9dff-fd140c03b107 · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:33:32.273733Z

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 48e4dfd8-258e-422b-bb9c-c32ff3db5002 · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 33

Resolution: verified exact; doi, observed 2026-08-07T05:33:29.569107Z

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 dfc41133-de3b-43d4-8451-0c65750c92a9 · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T05:33:27.980962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebcbf6d0-7805-41a1-8629-d6671fb0ae15 · outbound

This paper cites Singh, Madan Kumar Sharma, Aimé Lay-Ekuakille, Deepak Gangwar, and Sukrit Gupta.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Singh, Madan Kumar Sharma, Aimé Lay-Ekuakille, Deepak Gangwar, and Sukrit Gupta

Reference 35

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T05:33:30.209498Z

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 b3e933c1-e725-4a78-b7e0-52a75d122e3f · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:33:32.083786Z

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 f8196779-cad5-4084-90a3-2582cecbe4d2 · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 37

Resolution: verified exact; raw_fallback, observed 2026-08-07T05:33:29.998233Z

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 f40594b2-0dde-4bbd-ac34-c6d656790bf5 · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:33:31.886445Z

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 4e491c2c-42a6-4561-a473-48f9f65818c8 · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:33:31.657086Z

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 53703f8b-ddde-4f14-89b1-4baa993f1604 · outbound

This paper cites Fast cloud-cloud collisions in a strongly barred galaxy: Suppression of massive star formation.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Fast cloud-cloud collisions in a strongly barred galaxy: Suppression of massive star formation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T05:33:28.659942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f511ce3-8948-4750-b8b0-640185e570d9 · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:33:31.541365Z

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 4bf6a7b0-757b-40ee-9589-690a4390b771 · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T05:33:28.860832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9d24254-91ee-4fc0-981a-1e6ec34919be · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T05:33:28.941939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eed426df-6798-4a48-86b0-6cbd53e0d196 · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:33:31.331615Z

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 0f10a749-2d32-4129-a80b-24b5f2a2ad0d · outbound

This paper cites an unresolved cited work.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:33:31.065365Z

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 d6798609-b232-4435-a377-4b5974ae838b · outbound

This paper cites In Spatial Data and Intelligence.

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques In Spatial Data and Intelligence

Reference 2021

Resolution: verified exact; doi, observed 2026-08-07T05:33:29.312976Z

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

Observation 445c24a9-b9c9-479b-9614-cc4ea9ab40b0 · inbound

Kinetic Mining in Context: Few-Shot Action Synthesis via Text-to-Motion Distillation cites this paper.

Kinetic Mining in Context: Few-Shot Action Synthesis via Text-to-Motion Distillation Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T16:52:05.087764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa33406c-8f17-40e8-ae58-976d9f27e5a3 · inbound

VSMP-IMU: Video-Grounded Semantic Motion Programs for Sensor-Aware Synthetic IMU Generation cites this paper.

VSMP-IMU: Video-Grounded Semantic Motion Programs for Sensor-Aware Synthetic IMU Generation Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-07T23:39:31.267711Z

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.