Paper Citation Record · LEDGER

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance?

As of 19 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 8 inbound Pith citation observations for arXiv:2506.07216.

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

pith.paper-citation-record.v1
2506.07216 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:44:07.031627Z

measured 42 of 42 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 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T06:01:23.129181Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T20:17:33.765451Z

Reference resolution

34 of 34 outbound references displayed

verified exact1
verified fuzzy16
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 913c9ccc-f8f1-4b48-bbae-77dd9f958b3b · outbound

This paper cites Bigalke and M.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Bigalke and M

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:44:15.311122Z

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 0476519d-b98d-426c-a3d6-b09241545562 · outbound

This paper cites Improved Regularization of Convolutional Neural Networks with Cutout.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Improved Regularization of Convolutional Neural Networks with Cutout

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T05:44:02.259691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ea1e3ae-3402-4667-8cae-22355f959d48 · outbound

This paper cites an unresolved cited work.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:44:14.980377Z

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 295cb936-69c6-4037-8f6b-e50d6d4290ed · outbound

This paper cites an unresolved cited work.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:44:14.658286Z

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 f80cf10c-37b6-49f8-bbb3-814a4ef833e4 · outbound

This paper cites VIST-GPT: Ushering in the Era of Visual Storytelling with LLMs?.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? VIST-GPT: Ushering in the Era of Visual Storytelling with LLMs?

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T05:44:02.721295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 924a44c0-047b-4ab1-b664-3a264d476dda · outbound

This paper cites Ganin and V.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Ganin and V

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:44:14.405598Z

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 9b1a25ea-6b77-4d54-bb30-130a15452abf · outbound

This paper cites LEMUR Neural Network Dataset: Towards Seamless AutoML.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? LEMUR Neural Network Dataset: Towards Seamless AutoML

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T05:44:03.095482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e06dfa1f-b7d0-4ffe-a3c7-416ddfa53f35 · outbound

This paper cites Explaining and Harnessing Adversarial Examples.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Explaining and Harnessing Adversarial Examples

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T05:44:03.246126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe47c4c1-d739-4ea1-89a4-a3dd6f27aacd · outbound

This paper cites an unresolved cited work.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:44:14.041948Z

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 f0f9ab7e-8bb2-450d-8cb3-727e008420c4 · outbound

This paper cites an unresolved cited work.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:44:13.725576Z

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 6cdbcf9b-40d5-4612-ab85-77e62556b4a2 · outbound

This paper cites Jhuang, J.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Jhuang, J

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:44:13.475025Z

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 3471a989-4dc9-4e3b-b871-cb34102239e0 · outbound

This paper cites an unresolved cited work.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:44:13.154216Z

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 ccfb1ea5-bf85-46b9-beb4-d99b4e65c641 · outbound

This paper cites Kochnev et al.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Kochnev et al

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:44:12.863230Z

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 7bf431e4-b2de-4435-86e2-4ad4af2941e3 · outbound

This paper cites Optuna vs Code Llama: Are LLMs a New Paradigm for Hyperparameter Tuning?.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Optuna vs Code Llama: Are LLMs a New Paradigm for Hyperparameter Tuning?

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T05:44:04.083906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cca743c4-aae2-41fe-ad5c-35b028194a13 · outbound

This paper cites Krizhevsky and G.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Krizhevsky and G

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:44:12.579215Z

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 d84e9553-0798-44f0-946d-14d5c9dcd45a · outbound

This paper cites an unresolved cited work.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:44:12.308379Z

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 ab9aadec-2614-49da-98f5-b09da1ac3b4f · outbound

This paper cites an unresolved cited work.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:44:12.042417Z

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 9927a475-33d5-461b-979b-4558610ccf7e · outbound

This paper cites an unresolved cited work.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:44:11.712601Z

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 413222d1-560b-4f1f-bc99-a787120e9bc4 · outbound

This paper cites Molchanov, X.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Molchanov, X

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:44:11.395661Z

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 7b9f315f-c263-4330-8fb8-ed2a9bba24ea · outbound

This paper cites Neverova, C.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Neverova, C

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:44:11.132611Z

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 922df466-39f2-43e2-b469-1cddb79bf6dc · outbound

This paper cites Oikonomidis, N.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Oikonomidis, N

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:44:10.871853Z

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 a1adf561-ec30-41bf-b607-267a732d872e · outbound

This paper cites Rupani, D.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Rupani, D

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T05:44:05.242292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e3ed7cb-511a-43dc-a738-2b7fabfbb351 · outbound

This paper cites Simonyan and A.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Simonyan and A

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:44:10.632132Z

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 681df82b-c968-49fc-bded-5c770ecd1c64 · outbound

This paper cites an unresolved cited work.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:44:10.346289Z

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 9e3023c9-e5a4-4019-b854-b09ceadf08c3 · outbound

This paper cites an unresolved cited work.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:44:09.965755Z

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 c6f18a17-b126-4b85-8aa7-475096093b02 · outbound

This paper cites Szegedy, W.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Szegedy, W

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:44:09.717957Z

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 a62b9a91-1499-4496-b7dd-3a79a0fe942d · outbound

This paper cites Takahashi, T.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Takahashi, T

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:44:09.465930Z

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 5a385dd3-8642-4c1e-9859-beea9e3462da · outbound

This paper cites DeMoN: Depth and Motion Network for Learning Monocular Stereo.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? DeMoN: Depth and Motion Network for Learning Monocular Stereo

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:44:07.316954Z

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 676298a2-d454-48c9-854b-78121923f847 · outbound

This paper cites an unresolved cited work.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:44:09.199226Z

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 3e65ab6b-9785-4e11-bbf1-8d96d3a0c589 · outbound

This paper cites Yun et al.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Yun et al

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:44:08.922960Z

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 db7a21ac-493a-47f6-bdc1-86f4032e01b7 · outbound

This paper cites Yusuf and M.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Yusuf and M

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:44:08.615380Z

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 0fd84ff0-a275-4c3f-a8f9-92f66ac97c45 · outbound

This paper cites Zagoruyko and N.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Zagoruyko and N

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:44:08.330655Z

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 15d43896-dafa-4691-87af-c12095550c3e · outbound

This paper cites Zhang, M.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Zhang, M

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:44:07.998690Z

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 2f3e7628-512d-4ee2-bc66-cf90b75e8c36 · outbound

This paper cites Zhong, L.

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Zhong, L

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:44:07.752426Z

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 5d826cc0-354f-4f4c-b9df-a0d0f8bb1d0e · inbound

VIST-GPT: Ushering in the Era of Visual Storytelling with LLMs? cites this paper.

VIST-GPT: Ushering in the Era of Visual Storytelling with LLMs? AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance?

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T06:01:23.129181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84f8a266-9cfe-4ab5-8040-ac673c992546 · inbound

Preparation of Fractal-Inspired Computational Architectures for Advanced Large Language Model Analysis cites this paper.

Preparation of Fractal-Inspired Computational Architectures for Advanced Large Language Model Analysis AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance?

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-17T23:25:28.665425Z

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 5e20869e-57d0-49e2-b43a-ee0fb145e64d · inbound

Preparation of Fractal-Inspired Computational Architectures for Advanced Large Language Model Analysis cites this paper.

Preparation of Fractal-Inspired Computational Architectures for Advanced Large Language Model Analysis AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance?

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-21T19:25:31.152765Z

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 054509c1-7a39-4ed7-980d-7a6166571daa · inbound

Enhancing LLM-Based Neural Network Generation: Few-Shot Prompting and Efficient Validation for Automated Architecture Design cites this paper.

Enhancing LLM-Based Neural Network Generation: Few-Shot Prompting and Efficient Validation for Automated Architecture Design AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance?

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-16T19:11:11.752424Z

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 1c99c5fe-afb7-4713-b5c6-851ed86894d8 · inbound

Closed-Loop LLM Discovery of Non-Standard Channel Priors in Vision Models cites this paper.

Closed-Loop LLM Discovery of Non-Standard Channel Priors in Vision Models AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance?

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-16T14:38:00.519093Z

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 f6d5c35b-8633-476f-93d0-589b2873144e · inbound

Delta-Based Neural Architecture Search: LLM Fine-Tuning via Code Diffs cites this paper.

Delta-Based Neural Architecture Search: LLM Fine-Tuning via Code Diffs AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance?

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:11:06.546215Z

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 8f7a41ef-dab4-4865-8958-fdddeb393a61 · inbound

Towards Robust Training in NNGPT AutoML Pipeline: A Loss-Optimizer Pairing Selection Study cites this paper.

Towards Robust Training in NNGPT AutoML Pipeline: A Loss-Optimizer Pairing Selection Study AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance?

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-04T03:39:30.560281Z

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 60c4e56a-19e6-42b5-a68b-27dc8e1d7f6b · inbound

LEMUR 2: Unlocking Neural Network Diversity for AI cites this paper.

LEMUR 2: Unlocking Neural Network Diversity for AI AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance?

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-07-10T20:17:33.766748Z

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.