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Paper Citation Record · LEDGER

Efficient Automatic Meta Optimization Search for Few-Shot Learning

As of 14 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:1909.03817.

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

pith.paper-citation-record.v1
1909.03817 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:46:37.918059Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

24 of 24 outbound references displayed

  • verified exact0
  • verified fuzzy1
  • unresolved22
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 73347c9e-801b-4b00-80ff-c5f435540a41 · outbound

This paper cites Learning to learn by gradient descent by gradient descent.

Efficient Automatic Meta Optimization Search for Few-Shot Learning Learning to learn by gradient descent by gradient descent

Reference 1

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Observation 52aaf6fb-c22a-4ab5-86a9-e3e548158cf7 · outbound

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

Efficient Automatic Meta Optimization Search for Few-Shot Learning Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks

Reference 2

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source=pdf_text observed=2026-08-14T04:46:37.835080Z digest=sha256:0e8752212e03e8a86eedd971ca9cfb70f0f1dbab1d8165d74487a67f9e0146ed

Observation a754fa7f-88a9-4cd7-b765-f4f0b0096215 · outbound

This paper cites Neural Turing Machines.

Efficient Automatic Meta Optimization Search for Few-Shot Learning Neural Turing Machines

Reference 3

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source=pdf_text observed=2026-08-14T04:46:37.839318Z digest=sha256:89d3cde67fc72673bbcc900412c9d3e83865a793d1e5c1db33dae9abe8be5ec7

Observation e14a9c72-3bac-42b5-a9dd-b8b996dcca33 · outbound

This paper cites Hyperparameter Optimization: A Spectral Approach.

Efficient Automatic Meta Optimization Search for Few-Shot Learning Hyperparameter Optimization: A Spectral Approach

Reference 4

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source=pdf_text observed=2026-08-14T04:46:37.843195Z digest=sha256:abcdec539eec80acd5b1432b7aec74fec5691f4692a9dcfcee81a83fabc196a9

Observation dc4c6a56-e8f2-429f-80e4-cc7d843cbf47 · outbound

This paper cites Science 350(6266), 1332–1338 (2015).

Efficient Automatic Meta Optimization Search for Few-Shot Learning Science 350(6266), 1332–1338 (2015)

Reference 5

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:46:37.847214Z digest=sha256:597f73ce954ee6baffe3650081acb89ace6d9fd78205c7bbd6810e5752c6edca

Observation c8490549-435e-4ab2-a56a-e8f05a78e34b · outbound

This paper cites an unresolved cited work.

Efficient Automatic Meta Optimization Search for Few-Shot Learning Unresolved cited work

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 44754754-f8e9-4783-bc92-f61b82eb72f4 · outbound

This paper cites Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization.

Efficient Automatic Meta Optimization Search for Few-Shot Learning Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization

Reference 7

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source=pdf_text observed=2026-08-14T04:46:37.855761Z digest=sha256:20ba2110badbe167bc1576321cc370d459aea0f32f7f558dcb34bc5adaed7ed3

Observation 926324f7-ff08-4e22-a001-cc10b8b860e0 · outbound

This paper cites Object-Level Representation Learning for Few-Shot Image Classification.

Efficient Automatic Meta Optimization Search for Few-Shot Learning Object-Level Representation Learning for Few-Shot Image Classification

Reference 8

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local_arxiv, observed 2026-08-14T04:46:38.067943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:46:37.859818Z digest=sha256:08d48aea4f362efaff68056f2a304c5b107026292b5072b58e88c1d69118a7c8

Observation 06858b89-6d62-456b-8f72-454e59a51528 · outbound

This paper cites CMA-ES for Hyperparameter Optimization of Deep Neural Networks.

Efficient Automatic Meta Optimization Search for Few-Shot Learning CMA-ES for Hyperparameter Optimization of Deep Neural Networks

Reference 9

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source=pdf_text observed=2026-08-14T04:46:37.863302Z digest=sha256:c3d306826322344cf9efa4152afdfde5861588b2833f601672291955ef42f8ac

Observation 36ec3486-7931-4411-8edc-054ec5c12690 · outbound

This paper cites A Simple Neural Attentive Meta-Learner.

Efficient Automatic Meta Optimization Search for Few-Shot Learning A Simple Neural Attentive Meta-Learner

Reference 10

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:46:37.866788Z digest=sha256:29c5a34cfbab5a8305d5e2988b98b4d997e839d3b18adf82eedd65b700bea261

Observation 6931cc24-ced5-4697-8341-710003c32297 · outbound

This paper cites Meta Networks.

Efficient Automatic Meta Optimization Search for Few-Shot Learning Meta Networks

Reference 11

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source=pdf_text observed=2026-08-14T04:46:37.870428Z digest=sha256:45faf5e25cd3e02597d473de22d6824ff0a5ac484ca95c8f5715b03d2fc5cc0d

Observation 926e1cbc-195a-44dc-b4d1-e397d9f488ac · outbound

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

Efficient Automatic Meta Optimization Search for Few-Shot Learning On First-Order Meta-Learning Algorithms

Reference 12

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Observation 44eb59a6-0fc4-44f8-8dc7-cca95bbf4e8a · outbound

This paper cites Efficient Neural Architecture Search via Parameter Sharing.

Efficient Automatic Meta Optimization Search for Few-Shot Learning Efficient Neural Architecture Search via Parameter Sharing

Reference 13

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no resolver link, observed 2026-08-14T04:46:37.877287Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:46:37.877287Z digest=sha256:88f465346ac3dc3e0a0981f07dd92c8fff24108a04f0303857f85e2218df948c

Observation 481155e5-3212-4187-b8fc-a32646e83273 · outbound

This paper cites Regularized Evolution for Image Classifier Architecture Search.

Efficient Automatic Meta Optimization Search for Few-Shot Learning Regularized Evolution for Image Classifier Architecture Search

Reference 14

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source=pdf_text observed=2026-08-14T04:46:37.881618Z digest=sha256:4fa9f7f76e7ed3e54cf4fc2ea2b01117935d4e95b1d9ba0992d6c59e4cb39652

Observation 460f5871-873b-430c-a801-66ac42db99fd · outbound

This paper cites Large-Scale Evolution of Image Classifiers.

Efficient Automatic Meta Optimization Search for Few-Shot Learning Large-Scale Evolution of Image Classifiers

Reference 15

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source=pdf_text observed=2026-08-14T04:46:37.885438Z digest=sha256:501e6687058fda1ef492069b1599dd5e7e58885f0908fbcbfe896f91edb54287

Observation eaf0640f-786d-47c9-b635-079ce013c9e6 · outbound

This paper cites One-shot Learning with Memory-Augmented Neural Networks.

Efficient Automatic Meta Optimization Search for Few-Shot Learning One-shot Learning with Memory-Augmented Neural Networks

Reference 16

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source=pdf_text observed=2026-08-14T04:46:37.889134Z digest=sha256:e14923f715664f8e02df23132e560f658c0ab2788745f401bc4ce20b872d051b

Observation 6b30d3cd-0267-4abf-9d5f-95b100ef4768 · outbound

This paper cites Prioritized Experience Replay.

Efficient Automatic Meta Optimization Search for Few-Shot Learning Prioritized Experience Replay

Reference 17

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source=pdf_text observed=2026-08-14T04:46:37.892843Z digest=sha256:b6c33e9eb93b654dbb2648a7224f886b0f0d245e12f2dd398e910652831dc7aa

Observation 5b9ccf44-f6af-46fc-b4c5-348344f86998 · outbound

This paper cites an unresolved cited work.

Efficient Automatic Meta Optimization Search for Few-Shot Learning Unresolved cited work

Reference 18

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raw_fallback, observed 2026-08-14T04:46:38.144493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:46:37.896140Z digest=sha256:ae3757ac70ce7afe5527a8daf6bc497c8ea50fb6d180ed54566e01596c85b5c2

Observation 121558eb-a85a-484d-9b5a-505bec457666 · outbound

This paper cites In: Advances in neural information processing systems.

Efficient Automatic Meta Optimization Search for Few-Shot Learning In: Advances in neural information processing systems

Reference 19

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source=pdf_text observed=2026-08-14T04:46:37.899729Z digest=sha256:379c84d39a6cdb6fa2624e4a5d2c40676f10701137fc9ea8c2ae0aaca1e52b50

Observation 7992717e-c9d6-4a67-aca2-e01beecb9365 · outbound

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

Efficient Automatic Meta Optimization Search for Few-Shot Learning Learning to Compare: Relation Network for Few-Shot Learning

Reference 20

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source=pdf_text observed=2026-08-14T04:46:37.903957Z digest=sha256:034a3741a46957c974939c940b578e9a94cdf6653465a9eae1f398e7daff59ec

Observation 6c85d958-b89b-4fd4-8903-b034bf3050ba · outbound

This paper cites Submitted to Advances in Neural Information Processing Systems 12, 1057–1063 (1999).

Efficient Automatic Meta Optimization Search for Few-Shot Learning Submitted to Advances in Neural Information Processing Systems 12, 1057–1063 (1999)

Reference 21

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verified fuzzy
raw_fallback, observed 2026-08-14T04:46:38.126997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:46:37.907527Z digest=sha256:272a55d236ec437cb432068dedb871a8627c99d5094295451d09c998b2da7257

Observation d16d3438-7215-440f-aa0e-16f1824eba92 · outbound

This paper cites Matching Networks for One Shot Learning.

Efficient Automatic Meta Optimization Search for Few-Shot Learning Matching Networks for One Shot Learning

Reference 22

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:46:37.910864Z digest=sha256:d06d63cc43e219bc231736c4f0d75167ba8d767a8eae4d5371f8cc87e69fbcd5

Observation dbdb17bb-53f5-4767-a134-fe7e333d9630 · outbound

This paper cites Neural Architecture Search with Reinforcement Learning.

Efficient Automatic Meta Optimization Search for Few-Shot Learning Neural Architecture Search with Reinforcement Learning

Reference 23

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:46:37.914493Z digest=sha256:f67237d517008b6930a88b10a8339c695d02fb3aa7af6f81e62d9a87f9da7e06

Observation 185e0a8a-eeb1-447b-9902-c4ef26219089 · outbound

This paper cites Learning Transferable Architectures for Scalable Image Recognition.

Efficient Automatic Meta Optimization Search for Few-Shot Learning Learning Transferable Architectures for Scalable Image Recognition

Reference 24

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Unavailable: canonical work link unavailable.

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Pith citing papers

No inbound Pith citation observations are available.