Paper Citation Record · LEDGER

A Baseline for Few-Shot Image Classification

As of 17 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 8 inbound Pith citation observations for arXiv:1909.02729.

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

pith.paper-citation-record.v1
1909.02729 v5

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:47:44.103585Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:11:53.235735Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T05:20:54.310688Z

Reference resolution

15 of 15 outbound references displayed

verified exact1
verified fuzzy10
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3007bd1b-20ed-49b1-9992-74da056f4d63 · outbound

This paper cites an unresolved cited work.

A Baseline for Few-Shot Image Classification Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:47:44.338174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1ea72a9c-3f3a-432e-a5bf-e8f8a82c2da6 · outbound

This paper cites One should compare on the same backbone architectures as the existing algo- rithms for a fair comparison.

A Baseline for Few-Shot Image Classification One should compare on the same backbone architectures as the existing algo- rithms for a fair comparison

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:47:44.323058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5705a367-fb7f-459f-b562-0594d476c7d5 · outbound

This paper cites Is it still a fair comparison? Tables 1 and 3 show all relevant published results by the original authors.

A Baseline for Few-Shot Image Classification Is it still a fair comparison? Tables 1 and 3 show all relevant published results by the original authors

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:47:44.293372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f6db7c4f-8c93-49c6-beb1-3df9a3d8997e · outbound

This paper cites We do not claim novelty in this paper.

A Baseline for Few-Shot Image Classification We do not claim novelty in this paper

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:47:44.278006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d9ccbfd2-6f91-4bbc-b6e0-cdb2df3bec00 · outbound

This paper cites Our goal is to establish a systematic baseline for accuracy, which might help judge the accuracy of few-shot learning algorithms in the future.

A Baseline for Few-Shot Image Classification Our goal is to establish a systematic baseline for accuracy, which might help judge the accuracy of few-shot learning algorithms in the future

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:47:44.262559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ea44e34f-bf02-4975-8315-c5c11d3acc6b · outbound

This paper cites Table 1).

A Baseline for Few-Shot Image Classification Table 1)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:47:44.308475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 63e11905-fe9f-4b54-b7b5-b0c7fb64c6cc · outbound

This paper cites an unresolved cited work.

A Baseline for Few-Shot Image Classification Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:47:44.229989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e374a9f1-313a-4472-91c1-061bda159c9d · outbound

This paper cites Having one model for each different scenario is unreasonable in the real-world, as the number of different scenarios is, in principle, inﬁnite.

A Baseline for Few-Shot Image Classification Having one model for each different scenario is unreasonable in the real-world, as the number of different scenarios is, in principle, inﬁnite

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:47:44.214429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c2b76ad9-c588-4cc7-9885-ddff86995c4b · outbound

This paper cites an unresolved cited work.

A Baseline for Few-Shot Image Classification Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:47:44.198088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5471bb3b-df3d-4c8c-ad46-4771c8478df6 · outbound

This paper cites Transductive ﬁne-tuning can be performed even with a single test datum.

A Baseline for Few-Shot Image Classification Transductive ﬁne-tuning can be performed even with a single test datum

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:47:44.247620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4240b062-1a4a-49bd-899a-32be1c9b353a · outbound

This paper cites 3 look for algorithm X, Y, Z? We compared two algorithms in Fig.

A Baseline for Few-Shot Image Classification 3 look for algorithm X, Y, Z? We compared two algorithms in Fig

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:47:44.166901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d609a544-3c31-409e-922b-7341256feea2 · outbound

This paper cites The special form, namely,E(x,y)∈Dq log 1−p(y|x) p(y|x) (cf.

A Baseline for Few-Shot Image Classification The special form, namely,E(x,y)∈Dq log 1−p(y|x) p(y|x) (cf

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:47:44.181401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9d06871e-6cdf-4774-8fc9-9053eb2f4a94 · outbound

This paper cites Analyzing and Improving Representations with the Soft Nearest Neighbor Loss.

A Baseline for Few-Shot Image Classification Analyzing and Improving Representations with the Soft Nearest Neighbor Loss

Reference 1135

Resolution: verified exact; local_arxiv, observed 2026-08-14T04:47:44.150849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5c584b24-ee69-4510-bc58-a149a0705b76 · outbound

This paper cites Logits for the query samples change dramatically during transductive ﬁne-tuning and majority of the query samples cluster around their respective supports.

A Baseline for Few-Shot Image Classification Logits for the query samples change dramatically during transductive ﬁne-tuning and majority of the query samples cluster around their respective supports

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:47:44.352416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e7527ab4-cfb0-48e7-b79f-70250f1c3ca0 · outbound

This paper cites an unresolved cited work.

A Baseline for Few-Shot Image Classification Unresolved cited work

Reference 2018

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:47:44.366893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation 0ffb313d-64b6-4ddb-8e42-d7815df64084 · inbound

Low-Data Classification of Historical Music Manuscripts: A Few-Shot Learning Approach cites this paper.

Low-Data Classification of Historical Music Manuscripts: A Few-Shot Learning Approach A Baseline for Few-Shot Image Classification

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T13:11:53.235735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fe7d56e-3f13-4699-81cc-45f994d6797f · inbound

CUAL: Continual Uncertainty-aware Active Learner cites this paper.

CUAL: Continual Uncertainty-aware Active Learner A Baseline for Few-Shot Image Classification

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T16:54:53.776726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c099065d-64c4-4850-a7ae-1089fdeabb23 · inbound

CONCLAD: COntinuous Novel CLAss Detector cites this paper.

CONCLAD: COntinuous Novel CLAss Detector A Baseline for Few-Shot Image Classification

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T16:48:35.399925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c10c0b51-b7a2-44e8-9260-58084ae5a70d · inbound

Rethinking the Sample Relations for Few-Shot Classification cites this paper.

Rethinking the Sample Relations for Few-Shot Classification A Baseline for Few-Shot Image Classification

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T16:15:05.629759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 258ff7ea-984c-4b95-8b3f-97d51446b741 · inbound

Domain Borders Are There to Be Crossed With Federated Few-Shot Adaptation cites this paper.

Domain Borders Are There to Be Crossed With Federated Few-Shot Adaptation A Baseline for Few-Shot Image Classification

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T17:45:10.222674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6708676-caa0-4e45-993a-691b091aaeb4 · inbound

Language-Aware Information Maximization for Transductive Few-Shot CLIP cites this paper.

Language-Aware Information Maximization for Transductive Few-Shot CLIP A Baseline for Few-Shot Image Classification

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-05T13:48:28.591526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79a75e0c-03e6-4621-84e7-6af0b050ad8f · inbound

Uncertainty-Driven Hierarchical Sampling for Unbalanced Continual Malware Detection with Time-Series Update-Based Retrieval cites this paper.

Uncertainty-Driven Hierarchical Sampling for Unbalanced Continual Malware Detection with Time-Series Update-Based Retrieval A Baseline for Few-Shot Image Classification

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T22:06:39.476046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01dbcc6f-fa96-4c6b-a931-a980912eb53e · inbound

Enhancing Few-Shot Classification of Benchmark and Disaster Imagery with ABHFA-Net cites this paper.

Enhancing Few-Shot Classification of Benchmark and Disaster Imagery with ABHFA-Net A Baseline for Few-Shot Image Classification

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-18T05:20:54.312437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.