Paper Citation Record · LEDGER

Enhancing Fine-grained Image Classification through Attentive Batch Training

As of 13 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2412.19606.

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

pith.paper-citation-record.v1
2412.19606 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T00:14:02.173799Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

30 of 30 outbound references displayed

verified exact2
verified fuzzy5
unresolved23
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation af8b5251-848a-46a6-a342-24c0380745be · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Enhancing Fine-grained Image Classification through Attentive Batch Training , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T00:14:02.018364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04453392-78fc-4886-b4a3-0037a9e95a4d · outbound

This paper cites write newline.

Enhancing Fine-grained Image Classification through Attentive Batch Training write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T00:14:02.025414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49a531ba-a439-4bca-85d9-eb7f9e3ea6f2 · outbound

This paper cites Fine-grained Visual Classification with High-temperature Refinement and Background Suppression.

Enhancing Fine-grained Image Classification through Attentive Batch Training Fine-grained Visual Classification with High-temperature Refinement and Background Suppression

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T00:14:02.033424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2151b1d-241c-4d78-b796-2eff20cd4b7b · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Enhancing Fine-grained Image Classification through Attentive Batch Training An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T00:14:02.038564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1529c959-404a-4d9a-b214-d2c302aa6a9f · outbound

This paper cites an unresolved cited work.

Enhancing Fine-grained Image Classification through Attentive Batch Training Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T00:14:02.043964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cde0bd9a-0b08-46a0-865e-0f653f65ef31 · outbound

This paper cites an unresolved cited work.

Enhancing Fine-grained Image Classification through Attentive Batch Training Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:14:02.571474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c398654f-41d7-4001-86a3-9345521c1b23 · outbound

This paper cites V.; Branson, S.; Farrell, R.; Haber, S.; Barry, J.; andS.

Enhancing Fine-grained Image Classification through Attentive Batch Training V.; Branson, S.; Farrell, R.; Haber, S.; Barry, J.; andS

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:14:02.558249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 68c48617-b96c-4713-83c3-5765085e7401 · outbound

This paper cites V.; Branson, S.; Farrell, R.; Haber, S.; Barry, J.; Ipeirotis, P.; Perona, P.; and Belongie, S.

Enhancing Fine-grained Image Classification through Attentive Batch Training V.; Branson, S.; Farrell, R.; Haber, S.; Barry, J.; Ipeirotis, P.; Perona, P.; and Belongie, S

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:14:02.545553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1e11c98b-cd0a-4ec3-a2eb-e2ef6f798cd1 · outbound

This paper cites V.; Cole, E.; Beery, S.; Wilber, K.; Belongie, S.; and Aodha, O.

Enhancing Fine-grained Image Classification through Attentive Batch Training V.; Cole, E.; Beery, S.; Wilber, K.; Belongie, S.; and Aodha, O

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:14:02.533179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 563cded8-63fd-417f-a601-950422de26fb · outbound

This paper cites G.; Zhu, M.; Chen, B.; Kalenichenko, D.; Wang, W.; Weyand, T.; Andreetto, M.; and Adam, H.

Enhancing Fine-grained Image Classification through Attentive Batch Training G.; Zhu, M.; Chen, B.; Kalenichenko, D.; Wang, W.; Weyand, T.; Andreetto, M.; and Adam, H

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:14:02.519231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3450e6a4-247f-40c1-b00f-cb16a2ebf235 · outbound

This paper cites an unresolved cited work.

Enhancing Fine-grained Image Classification through Attentive Batch Training Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T00:14:02.079914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7a47ab5-654f-4c29-ad1b-09c8b4ea58d6 · outbound

This paper cites an unresolved cited work.

Enhancing Fine-grained Image Classification through Attentive Batch Training Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:14:02.493595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3541fd3f-dd65-43bc-964c-88a47d9c0f5f · outbound

This paper cites an unresolved cited work.

Enhancing Fine-grained Image Classification through Attentive Batch Training Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:14:02.479646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6fe698ff-a483-4462-b983-fee116df431f · outbound

This paper cites an unresolved cited work.

Enhancing Fine-grained Image Classification through Attentive Batch Training Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:14:02.464687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 52cefc48-a8fa-40f7-899f-5b5c36bf69be · outbound

This paper cites Fully Convolutional Attention Networks for Fine-Grained Recognition.

Enhancing Fine-grained Image Classification through Attentive Batch Training Fully Convolutional Attention Networks for Fine-Grained Recognition

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-11T00:14:02.243767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0f53b550-35d6-4dc7-8f30-96b1ae3ebe9c · outbound

This paper cites an unresolved cited work.

Enhancing Fine-grained Image Classification through Attentive Batch Training Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:14:02.450319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 557c64f3-d8a0-47f2-9deb-fe3d70b1aa68 · outbound

This paper cites an unresolved cited work.

Enhancing Fine-grained Image Classification through Attentive Batch Training Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T00:14:02.108925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d301f102-d3da-4bde-9635-fd23a02141e2 · outbound

This paper cites an unresolved cited work.

Enhancing Fine-grained Image Classification through Attentive Batch Training Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:14:02.429626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7b6e0256-a261-4fb0-8eb6-8a271d4de568 · outbound

This paper cites an unresolved cited work.

Enhancing Fine-grained Image Classification through Attentive Batch Training Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:14:02.417055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c2cb1b48-34da-4b49-ba7e-9d33cbb7f420 · outbound

This paper cites an unresolved cited work.

Enhancing Fine-grained Image Classification through Attentive Batch Training Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:14:02.403998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e1f3ae69-2d05-47eb-bb13-72d5fcb1ce7d · outbound

This paper cites R.; Cogswell, M.; Das, A.; Vedantam, R.; Parikh, D.; and Batra, D.

Enhancing Fine-grained Image Classification through Attentive Batch Training R.; Cogswell, M.; Das, A.; Vedantam, R.; Parikh, D.; and Batra, D

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:14:02.388199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation dbf30a26-b5d9-4971-b81d-c6f97101bd47 · outbound

This paper cites an unresolved cited work.

Enhancing Fine-grained Image Classification through Attentive Batch Training Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:14:02.372250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation efd5eaa0-1e0b-4398-9bc9-26c14620a6e3 · outbound

This paper cites N.; Kaiser, .; and Polosukhin, I.

Enhancing Fine-grained Image Classification through Attentive Batch Training N.; Kaiser, .; and Polosukhin, I

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T00:14:02.138658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f41d54f7-e947-46cc-a801-97cab8a9f893 · outbound

This paper cites an unresolved cited work.

Enhancing Fine-grained Image Classification through Attentive Batch Training Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:14:02.349344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b938989b-a2ea-4840-8d7a-3138536e2680 · outbound

This paper cites an unresolved cited work.

Enhancing Fine-grained Image Classification through Attentive Batch Training Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:14:02.335194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 732260e9-da60-4d47-bf66-53817f81179b · outbound

This paper cites an unresolved cited work.

Enhancing Fine-grained Image Classification through Attentive Batch Training Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T00:14:02.151360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36d92215-e261-4084-aecd-ee1ce761049f · outbound

This paper cites The Application of Two-level Attention Models in Deep Convolutional Neural Network for Fine-grained Image Classification.

Enhancing Fine-grained Image Classification through Attentive Batch Training The Application of Two-level Attention Models in Deep Convolutional Neural Network for Fine-grained Image Classification

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-11T00:14:02.221907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3f020295-36ef-4658-858b-bcc0345b80f0 · outbound

This paper cites an unresolved cited work.

Enhancing Fine-grained Image Classification through Attentive Batch Training Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T00:14:02.161126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d274670e-fd26-4f07-a12c-891d3451adee · outbound

This paper cites an unresolved cited work.

Enhancing Fine-grained Image Classification through Attentive Batch Training Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:14:02.306356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f0ced396-3325-41e5-bf6b-a670110ed63c · outbound

This paper cites an unresolved cited work.

Enhancing Fine-grained Image Classification through Attentive Batch Training Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:14:02.292275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.