Paper Citation Record · LEDGER

Adaptive Few-Shot Learning (AFSL): Tackling Data Scarcity with Stability, Robustness, and Versatility

As of 11 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2501.13479.

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

pith.paper-citation-record.v1
2501.13479 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T15:57:23.602078Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

20 of 20 outbound references displayed

verified exact2
verified fuzzy1
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d0c44724-151b-4f33-b99d-7252e749f644 · outbound

This paper cites T., & Ni, L.

Adaptive Few-Shot Learning (AFSL): Tackling Data Scarcity with Stability, Robustness, and Versatility T., & Ni, L

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T15:57:23.497054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c4ecece-195e-4cbe-811e-69e248a281ab · outbound

This paper cites Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks.

Adaptive Few-Shot Learning (AFSL): Tackling Data Scarcity with Stability, Robustness, and Versatility Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T15:57:23.502612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8e3c1d1-2dd8-4605-9881-e6c216e85837 · outbound

This paper cites Domain-Adversarial Training of Neural Networks.

Adaptive Few-Shot Learning (AFSL): Tackling Data Scarcity with Stability, Robustness, and Versatility Domain-Adversarial Training of Neural Networks

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T15:57:23.507901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3b7d14c-7008-4da5-a8e5-576a45b59194 · outbound

This paper cites an unresolved cited work.

Adaptive Few-Shot Learning (AFSL): Tackling Data Scarcity with Stability, Robustness, and Versatility Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:57:24.062393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 36145215-86ff-4c90-b452-b7f64ebe6a0c · outbound

This paper cites mixup: Beyond Empirical Risk Minimization.

Adaptive Few-Shot Learning (AFSL): Tackling Data Scarcity with Stability, Robustness, and Versatility mixup: Beyond Empirical Risk Minimization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T15:57:23.518212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eea1214b-8539-4706-b6b9-875ab2f97daa · outbound

This paper cites Attention Is All You Need.

Adaptive Few-Shot Learning (AFSL): Tackling Data Scarcity with Stability, Robustness, and Versatility Attention Is All You Need

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T15:57:23.523774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2632888-b794-4cf1-8230-6e96f29a763e · outbound

This paper cites Prototypical Networks for Few-shot Learning.

Adaptive Few-Shot Learning (AFSL): Tackling Data Scarcity with Stability, Robustness, and Versatility Prototypical Networks for Few-shot Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T15:57:23.530082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04fde099-0c6d-447c-aef9-1ae3ba2d4c20 · outbound

This paper cites MixMatch: A Holistic Approach to Semi-Supervised Learning.

Adaptive Few-Shot Learning (AFSL): Tackling Data Scarcity with Stability, Robustness, and Versatility MixMatch: A Holistic Approach to Semi-Supervised Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T15:57:23.535784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ff8f3d0-9141-4d83-a5e5-be717e122107 · outbound

This paper cites "Why Should I Trust You?": Explaining the Predictions of Any Classifier.

Adaptive Few-Shot Learning (AFSL): Tackling Data Scarcity with Stability, Robustness, and Versatility "Why Should I Trust You?": Explaining the Predictions of Any Classifier

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T15:57:23.541026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 685868b5-6deb-44fc-bf7a-f9a4c8fcfc63 · outbound

This paper cites L., Zhu, K., Yang, B., Mehta, H.,.

Adaptive Few-Shot Learning (AFSL): Tackling Data Scarcity with Stability, Robustness, and Versatility L., Zhu, K., Yang, B., Mehta, H.,

Reference 10

Resolution: verified exact; doi, observed 2026-08-10T15:57:23.646773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2f0cc18b-f83e-457f-9673-a3575e22d999 · outbound

This paper cites One-Shot Visual Imitation Learning via Meta-Learning.

Adaptive Few-Shot Learning (AFSL): Tackling Data Scarcity with Stability, Robustness, and Versatility One-Shot Visual Imitation Learning via Meta-Learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T15:57:23.551577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f20c110d-a1ab-4424-8fe9-29e1e3713193 · outbound

This paper cites Tackling Climate Change with Machine Learning.

Adaptive Few-Shot Learning (AFSL): Tackling Data Scarcity with Stability, Robustness, and Versatility Tackling Climate Change with Machine Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T15:57:23.556650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d21fd61-4a95-4741-9999-4183f589d358 · outbound

This paper cites an unresolved cited work.

Adaptive Few-Shot Learning (AFSL): Tackling Data Scarcity with Stability, Robustness, and Versatility Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:57:24.045254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 143a31ec-4e04-4afb-9f46-3fec76458c41 · outbound

This paper cites Language Models are Few-Shot Learners.

Adaptive Few-Shot Learning (AFSL): Tackling Data Scarcity with Stability, Robustness, and Versatility Language Models are Few-Shot Learners

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T15:57:23.567371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a91af03-44d2-44ea-b073-329cd779e277 · outbound

This paper cites On First-Order Meta-Learning Algorithms.

Adaptive Few-Shot Learning (AFSL): Tackling Data Scarcity with Stability, Robustness, and Versatility On First-Order Meta-Learning Algorithms

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T15:57:23.572700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f543cbb9-8765-4033-a105-6924701708ee · outbound

This paper cites Learning to Compare: Relation Network for Few-Shot Learning.

Adaptive Few-Shot Learning (AFSL): Tackling Data Scarcity with Stability, Robustness, and Versatility Learning to Compare: Relation Network for Few-Shot Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T15:57:23.578688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 445eea1e-5a4b-426e-a948-4cfc106445f0 · outbound

This paper cites Data Augmentation Generative Adversarial Networks.

Adaptive Few-Shot Learning (AFSL): Tackling Data Scarcity with Stability, Robustness, and Versatility Data Augmentation Generative Adversarial Networks

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T15:57:23.584533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd705632-d131-463b-a525-d89db5f5f1d7 · outbound

This paper cites an unresolved cited work.

Adaptive Few-Shot Learning (AFSL): Tackling Data Scarcity with Stability, Robustness, and Versatility Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:57:24.025021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d6541a17-a2d1-4c98-95fa-7671c08b31c8 · outbound

This paper cites & Bengio, Y.

Adaptive Few-Shot Learning (AFSL): Tackling Data Scarcity with Stability, Robustness, and Versatility & Bengio, Y

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:57:23.999190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 88e37e0e-bad7-4bf5-9da3-0fa0ff7def21 · outbound

This paper cites Cascading Convolutional Temporal Colour Constancy.

Adaptive Few-Shot Learning (AFSL): Tackling Data Scarcity with Stability, Robustness, and Versatility Cascading Convolutional Temporal Colour Constancy

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-10T15:57:23.694145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.