Pith. sign in

Paper Citation Record · LEDGER

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation

As of 10 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 1 inbound Pith citation observation for arXiv:2606.25784.

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

pith.paper-citation-record.v1
2606.25784 v1

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-25T20:55:12.899751Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T12:51:50.351350Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

67 of 67 outbound references displayed

  • verified exact6
  • verified fuzzy0
  • unresolved54
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch7

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 40e70d63-fa3f-4c81-ac86-0a3ceb7e6e88 · outbound

This paper cites Data Augmentation Generative Adversarial Networks.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Data Augmentation Generative Adversarial Networks

Reference 1

Resolution
metadata mismatch
local_arxiv, observed 2026-07-04T20:00:08.138390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:738235e351ec889529003d668263f80400134f7cafb6c6b8082275ddbeab2c6b

Observation af189c5d-d810-4548-9359-51f8e0b14cec · outbound

This paper cites Pattern Recognition109, 107594 (2021).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Pattern Recognition109, 107594 (2021)

Reference 2

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:adc8629b1d53b1acf7277160a30934a0c2a180f2c6f683a1a6140df33786681f

Observation 6df51722-02de-4179-b8f3-bac34c2d11bf · outbound

This paper cites In: European Conference on Computer Vision.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: European Conference on Computer Vision

Reference 3

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:ad7b586af0aeb40db3e04803b44ab1c92f9209005f21bdb705858fdbd5dbd3d2

Observation c276fd7a-03a9-400f-9bfd-b914d6f2bd43 · outbound

This paper cites ACM Computing Surveys57(2), 1–38 (2024).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation ACM Computing Surveys57(2), 1–38 (2024)

Reference 4

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:c7ab48dd3646e8c47cae80082fc38c8308ca2953cb9be41663b54921959971b6

Observation 332656a7-1776-4891-9f73-257c5e0d53bd · outbound

This paper cites Journal of Machine Learning Research23(325), 1–31 (2022).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Journal of Machine Learning Research23(325), 1–31 (2022)

Reference 5

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:643b8b3e23d1ff177b8129a8b59b68a1e52dc23d69ef86c0b55d9e8deaab871e

Observation 5e28b9ff-8410-4e92-b9f0-751d60c7c5ec · outbound

This paper cites Ad- vances in neural information processing systems13(2000).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Ad- vances in neural information processing systems13(2000)

Reference 6

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:ae85869793b5692c03848b3726a737e6b6ee823c485de7bd5590ba303a108887

Observation 4e801ca2-bc0e-4e36-a729-e8905f532f02 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 7

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:ba68a2415aae101fc1ff9f6ec8dba70bd51a21af9ae22d1376da910e5f1de822

Observation 2cece660-5ca1-41a9-af64-41c22f263634 · outbound

This paper cites Improved Baselines with Momentum Contrastive Learning.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Improved Baselines with Momentum Contrastive Learning

Reference 8

Resolution
metadata mismatch
local_arxiv, observed 2026-07-04T20:00:08.105884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:0bccc02728f69082c0d1a0230c3810b55939ad3e8f434864a11c7c3b84279357

Observation e3fad27f-4523-42e4-ad62-0160a4370da0 · outbound

This paper cites an unresolved cited work.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:2c2b5a5eb352ac66641a3d42c6499f520a21f7f352ff49719fb4ad124ba588b8

Observation 070a1fc2-7f79-4f90-8655-cf59fc680d83 · outbound

This paper cites Sensors21(24), 8444 (2021).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Sensors21(24), 8444 (2021)

Reference 10

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:5e03914c1562a8f26850819c45841b3910bc846d11296f2ae0fa44d1f896f3cd

Observation 96294d53-27ce-4434-a4af-05afcde41242 · outbound

This paper cites A Downsampled Variant of ImageNet as an Alternative to the CIFAR datasets.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation A Downsampled Variant of ImageNet as an Alternative to the CIFAR datasets

Reference 11

Resolution
metadata mismatch
local_arxiv, observed 2026-07-04T20:00:08.122963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:2fc5e0afcd6068756c0a56f1acd5692781654393a4910b922f821dc694d78387

Observation 9a441327-ade8-44cf-9e8a-b2595b93f5b2 · outbound

This paper cites an unresolved cited work.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:d91bb04b9689da5edd0760beadde29f2471a6194fb9053e81b9df170b1086735

Observation 84ec9928-158c-419a-a975-e1d240b7f7d8 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 13

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:4030767c6be694276346013c112158f6e96b9eb6f22d69f6be9fe3e00ab835c5

Observation 937e67e5-d8a3-49b6-a684-aa4091cd6d7c · outbound

This paper cites In:ProceedingsoftheAAAIConferenceonArtificialIntelligence.vol.33,pp.3714– 3722 (2019).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In:ProceedingsoftheAAAIConferenceonArtificialIntelligence.vol.33,pp.3714– 3722 (2019)

Reference 14

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:f0f2ca1b72861242265b8d130c7b4b82ec11d538e3b54a33655a9e6325a56b56

Observation db66fa48-fdbc-4353-b842-faf5ec818671 · outbound

This paper cites CropMix: Sampling a Rich Input Distribution via Multi-Scale Cropping.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation CropMix: Sampling a Rich Input Distribution via Multi-Scale Cropping

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-07-04T20:00:08.132767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:91ec417238d8828b43832813f8907b7184d98a3f9c8bd8a1fb04bf4c2a7a0baf

Observation a23a3fad-1c01-4bb1-8d5e-f7038dec4676 · outbound

This paper cites FMix: Enhancing Mixed Sample Data Augmentation.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation FMix: Enhancing Mixed Sample Data Augmentation

Reference 16

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T20:00:08.116766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:e0938b79f7dfea207d3f6be9b010ab2151a91130ca1501a75e2bbda3fbef4414

Observation 38cb1084-4a0b-4ffa-bba8-8228c0b8c5c4 · outbound

This paper cites an unresolved cited work.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:e45d75bcba860dccc4ea5ab980bf7e7dfd6d9316607cfe2db60596f83bebe36e

Observation 5896871a-6270-4e0b-b37d-5fc91d8e39df · outbound

This paper cites Proceedings of the International Conference on Learning Representations (2019).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Proceedings of the International Conference on Learning Representations (2019)

Reference 18

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:e839f72dc8a00ef1542c78d704a4d88a2b0ab65b990f4bf1bf5396def5106530

Observation 73445ec5-3401-4946-93f6-42d5df0f74e5 · outbound

This paper cites In: International Conference on Learning Representations (ICLR) (2020) S2-FracMix 17.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: International Conference on Learning Representations (ICLR) (2020) S2-FracMix 17

Reference 19

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:d579738063592cb387389a3b103e987686e2326db5fd67f62f1dbe20012df077

Observation 480ffbe9-f407-4670-ace0-75507f117f05 · outbound

This paper cites In: Proceed- ings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: Proceed- ings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 20

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:91608850ff3f111f01c657a5517b7450cff5aa9bdc6622568607c7f7a03247f8

Observation fc1da4ca-9fc7-45a0-8cd7-8cdc45956ea9 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 21

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:5ca3c2f72d0cb5aee01751fb3cef302ac4736d3956d1e2fbec012087ad9775aa

Observation 933e2677-05f1-469d-ad46-ea3aa89c7c34 · outbound

This paper cites In: 2007 IEEE Conference on computer vision and pattern recognition.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: 2007 IEEE Conference on computer vision and pattern recognition

Reference 22

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:f1c67dc533db2ac9f89df737fbbd6a8df44e32820587da6471e7af15f265a06a

Observation c09dae7a-1c46-4248-83fb-ce73743ec8c6 · outbound

This paper cites an unresolved cited work.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:7d522f71447031632fda0fa6bbb443e36810c386458e8f290877908fc3655f75

Observation 8fcc6bf1-ff37-4873-8c69-d7c42b321812 · outbound

This paper cites Advances in Neural Information Processing Systems36, 63660–63673 (2023).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Advances in Neural Information Processing Systems36, 63660–63673 (2023)

Reference 24

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:028fba1c8a6501c3c68b939ca19c8f5d5e78485beebe629feaa791abc52db3c3

Observation 8d1de8a0-8dbe-413a-934c-3cb01b19973b · outbound

This paper cites In: ICLR 2025 Workshop on Navigating and Addressing Data Prob- lems for Foundation Models.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: ICLR 2025 Workshop on Navigating and Addressing Data Prob- lems for Foundation Models

Reference 25

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:65547f0963223cd734b749b95d1c80cd8de0391cda55aac4aac8543ecdc21538

Observation 2e8aea78-3c2e-4422-b228-567e017a9668 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 26

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:6aef54dba5fd5a0a1b99dd9b040658b3cb765d28f994e84ea1ad4bdde4f44f13

Observation 9c170962-d22f-46e1-a894-aced90d84816 · outbound

This paper cites arXiv preprint arXiv:2412.02366 (2024).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation arXiv preprint arXiv:2412.02366 (2024)

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-07-04T20:00:08.119799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:ac40fa0dc098685102ce4779b45a4a7c060a493bc3757ff9fb0a38a75e93ebcb

Observation 855d1a9a-b9bc-45d2-a937-a3cd95a4a6ab · outbound

This paper cites Mergemix: A unified augmentation paradigm for visual and multi-modal understanding.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Mergemix: A unified augmentation paradigm for visual and multi-modal understanding

Reference 28

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T20:00:08.126373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:8669862cbfd809f1bd1439f63bdc1fac2f1ed42dce946bb467fa88f846bdf74a

Observation bfd214b5-2e2a-4b94-8575-4ac27d1d9708 · outbound

This paper cites A Survey on Mixup Augmentations and Beyond.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation A Survey on Mixup Augmentations and Beyond

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-07-04T20:00:08.129747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:9c00241a53e02818e5abddd414869a551ff195e2c0c477997fad64530117bf93

Observation 468054dc-4ed4-4a36-b4e3-3b0cd564e5db · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: Proceedings of the AAAI Conference on Artificial Intelligence

Reference 30

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:f62eae973b7b4bb684a967a6a3e56bab95c216775e3ec050feda9305e66090fd

Observation 2ddd3282-92da-46be-9ca7-107263455f28 · outbound

This paper cites In: International Conference on Machine Learning.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: International Conference on Machine Learning

Reference 31

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:fd71d5dd1cb73294bd2bee11e7f538450c9fe13e989378c5c32583a902e3c028

Observation e872513c-7246-409e-84e9-305cd330cdcd · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS) (2021).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: Advances in Neural Information Processing Systems (NeurIPS) (2021)

Reference 32

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:b32856777e043e09d2dfafa06ccb259ee3271863262894f57c70adb4fb687157

Observation 00d5652b-08b4-4cb2-a15a-2c4e08fdbb65 · outbound

This paper cites In: 4th International IEEE Workshop on 3D Representation and Recognition (3dRR-13).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: 4th International IEEE Workshop on 3D Representation and Recognition (3dRR-13)

Reference 33

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:ecb0a1359e8e397e74f754debcaa2f72efaf01afb80c22cfc1210eb3969005ce

Observation b48cb10b-72c9-4b7f-a22b-a592f91342f8 · outbound

This paper cites Master’s thesis, University of Tront (2009).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Master’s thesis, University of Tront (2009)

Reference 34

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:353c514537f218ac1a463611e52b3978cb4ea33dbbc4231e37c22f9662cb1fce

Observation b6b7b8bc-2b6a-4607-861a-4b944955d24d · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition workshops.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition workshops

Reference 35

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:b0bb9557605fa9ac2f282dec4588d323a487bd418773e41c2ab3d54afaaade6a

Observation 19dec1d3-26ff-4478-b982-fe2164c67d61 · outbound

This paper cites Boosting Discriminative Visual Representation Learning with Scenario-Agnostic Mixup.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Boosting Discriminative Visual Representation Learning with Scenario-Agnostic Mixup

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-07-04T20:00:08.109031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:d8072721bbc5eeb5c1a44a741142c36586f4877f64bb80ce24af73e87b759d9f

Observation 6a9c43c1-5cbd-4bef-b50d-b01104f697d3 · outbound

This paper cites an unresolved cited work.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:c7c4a5461e794789e8a8116b95e20226f3e8d7eaffeb5f29a43a5b2f38f87d66

Observation 9384cf81-cdd0-4f6a-b28e-0e951f77cc41 · outbound

This paper cites Multimedia Tools and Applications84(8), 4343–4359 (2025).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Multimedia Tools and Applications84(8), 4343–4359 (2025)

Reference 38

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:8d1eeb2c68fc04139d514839ef79ad0a6fc9594b7ddcd1a308b1a651927df73b

Observation 93c9f752-e7ca-4277-94dd-126cecde104a · outbound

This paper cites an unresolved cited work.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:85815b8bab5d7f9e85de0361dfc27e8df9c63f1bd08ff559d5245bd5900bd488

Observation 087fdcde-cb9d-4729-8b28-72097f2a5fe0 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 40

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:918c7f7e0e22497868af75b40dcea7fa34972b5163237c9eba52401c041098e4

Observation e7413bdf-849c-411e-9287-6acaa7e8ac56 · outbound

This paper cites Advances in Neural Information Processing Systems 36(2024).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Advances in Neural Information Processing Systems 36(2024)

Reference 41

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:de829a9abb9e2a2c63d981d461a36ca9964ce4bb7d9ff6c47887ef218d2576e1

Observation 55d5d80f-d194-4318-9a66-5ebbbf7ce564 · outbound

This paper cites In: European Conference on Computer Vision.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: European Conference on Computer Vision

Reference 42

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:99fbe35769ea56aeb3a1d821e119081e08490a4a15028e0d3f4e8c919602e5ad

Observation aa606002-dc7e-4c47-a4e9-4a2d7630c1e1 · outbound

This paper cites Journal of machine learning research9(11) (2008).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Journal of machine learning research9(11) (2008)

Reference 43

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:d420e9461a45cb781cb24db6e6f3ae54bf22ebed65beddef0c0af93808223075

Observation cc8b78f1-1e95-4187-9d6d-dc4e523bb3d3 · outbound

This paper cites Fine-Grained Visual Classification of Aircraft.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Fine-Grained Visual Classification of Aircraft

Reference 44

Resolution
metadata mismatch
local_arxiv, observed 2026-07-04T20:00:08.135511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:7182f5d0d5893fefb73f736464151d7042a51fec71e4385c21de35ae2ea2591c

Observation be3f6a30-de3b-4a47-8013-f77a09e191ff · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 45

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:bd1d268c5da865a01c262bf841769504c6057c11bc5638691bbc8847664bdabf

Observation 88737329-f7e5-4788-b5ad-e0fa5aa07a66 · outbound

This paper cites arXiv preprint arXiv:2509.25178 (2025).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation arXiv preprint arXiv:2509.25178 (2025)

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-07-04T20:00:08.141203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:0bc3c0a252aa552d47b8817f0529bd30b0cb32b67f7a0505e372fbd19bc4b186

Observation 2eb3c0b1-c510-44cb-81ab-171c38ce76fc · outbound

This paper cites arXiv preprint arXiv:2603.29313 (2026).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation arXiv preprint arXiv:2603.29313 (2026)

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-07-04T20:00:08.113709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:6f87dc368da39ac4bc8c20dca2b700a3c341b7d6d0143aac8faa3a3c25070dfb

Observation 19adde93-09dc-47cb-b7c1-4b105e565e40 · outbound

This paper cites Advances in Neural Information Processing Systems35, 14608–14622 (2022).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Advances in Neural Information Processing Systems35, 14608–14622 (2022)

Reference 48

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:2b1829a07c2d441e92cd8e9d1c227312dacf8d3de86808abc96db512e4a03e48

Observation 98cddee6-0b5d-4ecb-9959-c666a9e11919 · outbound

This paper cites an unresolved cited work.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:6a8f9f14c2b07c0002c44e8b29ec6db94af9d2d1e25dfc4b94cc3ef092fdcdcc

Observation 2feef414-1bb5-4b78-9066-87f4cdee2ae9 · outbound

This paper cites In: European Conference on Computer Vision.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: European Conference on Computer Vision

Reference 50

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:ec3453958c78010f78231b7ae2df319c6271cacc709e4de8ef935964bf2f02a7

Observation 11a1df69-6ecb-4634-bc25-638d5c2a134f · outbound

This paper cites ResizeMix: Mixing Data with Preserved Object Information and True Labels.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation ResizeMix: Mixing Data with Preserved Object Information and True Labels

Reference 51

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T20:00:08.103187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:dade05493216ea0863d9b12130305364cc0fc87651625fa65f386444b63e7360

Observation 4ecc5932-1596-4988-938e-8bc543f484c0 · outbound

This paper cites In- ternational journal of computer vision128, 336–359 (2020).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In- ternational journal of computer vision128, 336–359 (2020)

Reference 52

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:0daf59fde87149ec5488c01b4fc5aac89184462232e49f8f06a510250d115a78

Observation 019e1913-e66c-4b78-8887-00838ca957d1 · outbound

This paper cites In: International Con- ference on Learning Representations (2020) S2-FracMix 19.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: International Con- ference on Learning Representations (2020) S2-FracMix 19

Reference 53

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:941c73c3d07cf300c1e61b3a85dc2ca35f800d0e1fcf5107811198cad5430f21

Observation e2313458-d0d2-4efe-817a-f5e9880ee5d3 · outbound

This paper cites an unresolved cited work.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:1059ca868738225e030e06fc88bae1029095f928df7a4a81a5f38d28099c167c

Observation 46e32785-1236-4db6-906f-d4e718336ba3 · outbound

This paper cites In: International Conference on Machine Learning.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: International Conference on Machine Learning

Reference 55

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:ec8fd41c09c25ca442c7ad6f7b66fe115f2a76a6bf9f680fc4c83c3f70ce6d5a

Observation 1edfe881-6dec-4e7a-b2c3-c9e49d6dcf67 · outbound

This paper cites an unresolved cited work.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:6d31f53cc3ebe49d249451a518857449123903fdaf516c5d060d14a46aa8e3ad

Observation d5ef80b6-87a2-419f-9a83-49a076793184 · outbound

This paper cites In: ICASSP 2020-2020 IEEEInternational Conference on Acoustics, Speech and Signal Processing (ICASSP).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: ICASSP 2020-2020 IEEEInternational Conference on Acoustics, Speech and Signal Processing (ICASSP)

Reference 57

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:8c09b173c6d905017cd387c0d2bf8786e512928ffe5d3e6014fac8c04f95eca2

Observation 789bab46-458c-4fb1-a14b-1a5d9b34491d · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 58

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:a5c877bf7b550c8c0df33cf58f9d0111b9aae07663a1b49dc44e103dd5ef6b9d

Observation ccbcf816-614b-42ec-b013-ca13dbf0d0eb · outbound

This paper cites Neural Networks190, 107611 (2025).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Neural Networks190, 107611 (2025)

Reference 59

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:47d55725dc69f02b7339fe997dc99b75eba1caa182d49dc69b9844c49c8b866b

Observation 3eab6619-2ff4-42a1-acd2-b6ec73f95a3b · outbound

This paper cites Image and Vision Com- puting p.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Image and Vision Com- puting p

Reference 60

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:496c29467afd8ee49104f1e5734b6d2d78936f5c3ae5f819b01dc060003955a6

Observation 5318fe22-bf03-4179-ad4b-5b4aacef1713 · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on com- puter vision.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: Proceedings of the IEEE/CVF international conference on com- puter vision

Reference 61

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:dd3949ab5d24eb9cb07b05759f18f3b402539beb480d0b46ce66e40d41f85803

Observation eeae2976-1251-4864-b374-3c62cd8e7e0c · outbound

This paper cites In: Proceedings of the IEEE conference on computer vision and pattern recognition.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: Proceedings of the IEEE conference on computer vision and pattern recognition

Reference 62

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:8598bed63d05a0201abea29afbfb57b9f832da99c1c9c80e8391986409cc30f1

Observation 9e8311d9-9379-407c-8920-2b80bbbc2901 · outbound

This paper cites Advances in Neural Information Processing Systems35, 8427–8440 (2022).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Advances in Neural Information Processing Systems35, 8427–8440 (2022)

Reference 63

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:e9166ff6b5a2214bec7b267089adb99ad7cbe2b93fc765d96458ad84ebef461f

Observation 2f4da212-a21e-410d-b833-d14180a3ee99 · outbound

This paper cites In: International Con- ference on Computer Vision (ICCV) (2019).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: International Con- ference on Computer Vision (ICCV) (2019)

Reference 64

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:56914d76822d082eb97c8e7202d68e4fc1faab5bbcad699a6dda641e1490cafd

Observation c353e794-1104-41ef-9263-43dd6833ac78 · outbound

This paper cites In: International Conference on Learning Representations (ICLR) (2018).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: International Conference on Learning Representations (ICLR) (2018)

Reference 65

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:a875c10570b163c9b6ec0e7c1d4db46bbbf2392dd277158e8183522bf1e3f356

Observation 8c5b4471-7b96-4941-9f13-0a869fd69f1e · outbound

This paper cites Advances in Neural Infor- mation Processing Systems33, 14435–14447 (2020).

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation Advances in Neural Infor- mation Processing Systems33, 14435–14447 (2020)

Reference 66

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:e8830bdd6521e7fafee5afeda7ba8ef4aa92ceb296dfed69deda5443171bfa51

Observation cf45939e-3b3e-4c1d-a01c-180ba605c125 · outbound

This paper cites In: Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXVII 16.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation In: Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXVII 16

Reference 67

Resolution
unresolved
no resolver link, observed 2026-06-25T20:55:12.899751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T20:55:12.899751Z digest=sha256:dc95633fbdee045bc16b455d0428f17fd4dffa7b44d8fdf105aeace7e5e7f9ee

Pith citing papers

Observation 636ddd5b-6993-49c7-b4fb-707b88cc32eb · inbound

InstructMixup: Instruction-Guided Salient Patch Editing for Robust Data Augmentation cites this paper.

InstructMixup: Instruction-Guided Salient Patch Editing for Robust Data Augmentation $S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-01T12:51:50.351350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T12:51:50.351350Z digest=sha256:70589a070b2f91ee7f50bf0082855165ecfc7d9a7fda15069fc2053194f5b1a1