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Paper Citation Record · LEDGER

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data

As of 17 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2504.14694.

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

pith.paper-citation-record.v1
2504.14694 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:48:16.414971Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

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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

51 of 51 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bf520b51-6394-4016-96f1-7864a7532a5e · outbound

This paper cites The eu general data protec- tion regulation (gdpr),.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data The eu general data protec- tion regulation (gdpr),

Reference 1

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Observation 95edcf43-dfc6-4830-8ac0-07ea356d9b7c · outbound

This paper cites Communication-efficient learning of deep networks from decentralized data,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Communication-efficient learning of deep networks from decentralized data,

Reference 2

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Observation 0590d20e-daac-4116-ac09-4e094a91b3bf · outbound

This paper cites Tighter theory for local sgd on identical and heterogeneous data,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Tighter theory for local sgd on identical and heterogeneous data,

Reference 3

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Observation 7cc43d94-1820-4afa-8846-b570c5a677e9 · outbound

This paper cites On the conver- gence of fedavg on non-iid data,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data On the conver- gence of fedavg on non-iid data,

Reference 4

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Observation 672fa826-12cb-450f-9361-f6ab3768d729 · outbound

This paper cites Federated Learning with Non-IID Data.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Federated Learning with Non-IID Data

Reference 5

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Observation a225be1d-469c-42b5-be50-f68c0020976c · outbound

This paper cites Federated learning: Challenges, methods, and future directions,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Federated learning: Challenges, methods, and future directions,

Reference 6

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Observation a8b9f2f5-2408-42a3-979c-3fe0c716af0d · outbound

This paper cites Scaffold: Stochastic controlled averaging for federated learning,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Scaffold: Stochastic controlled averaging for federated learning,

Reference 7

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Observation 744ea170-b1b2-4744-a8d9-b86c19e48206 · outbound

This paper cites Federated optimization in heterogeneous networks,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Federated optimization in heterogeneous networks,

Reference 8

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Observation 53d9ab20-819c-4414-a122-af71db5645ab · outbound

This paper cites Model-contrastive federated learning,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Model-contrastive federated learning,

Reference 9

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Observation 0caa370d-8011-47da-a8d6-10f3d8ce8c52 · outbound

This paper cites Overcoming Forgetting in Federated Learning on Non-IID Data.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Overcoming Forgetting in Federated Learning on Non-IID Data

Reference 10

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Observation 1bbad6b2-3d3f-46bd-8bfa-101578cd0151 · outbound

This paper cites Class-wise adaptive self distillation for heterogeneous federated learning,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Class-wise adaptive self distillation for heterogeneous federated learning,

Reference 11

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Observation 7f36ac90-6544-4896-b0ed-09cb24801aba · outbound

This paper cites Tackling the objective inconsistency problem in heterogeneous federated optimization,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Tackling the objective inconsistency problem in heterogeneous federated optimization,

Reference 12

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Observation 7d8bcafd-28d3-41a7-b425-d776b63c8bd6 · outbound

This paper cites Overcoming catastrophic forgetting in neural networks,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Overcoming catastrophic forgetting in neural networks,

Reference 13

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Observation e78f0079-f97d-47c2-a131-6bc831f914d9 · outbound

This paper cites Bayesian nonparametric federated learning of neural networks,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Bayesian nonparametric federated learning of neural networks,

Reference 14

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Observation 54280d81-1339-428c-847d-525fc62d587b · outbound

This paper cites Federated learning with matched averaging,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Federated learning with matched averaging,

Reference 15

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Observation ae91fe55-825e-44d2-9f2a-8deed183c9d3 · outbound

This paper cites Inverse distance aggregation for federated learning with non-iid data,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Inverse distance aggregation for federated learning with non-iid data,

Reference 16

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Observation 6831540d-4c81-47b8-b8e7-14447d335016 · outbound

This paper cites Adaptive Personalized Federated Learning.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Adaptive Personalized Federated Learning

Reference 17

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Observation d08a1f01-6e64-456c-b696-9b18c9899009 · outbound

This paper cites FedHealth 2: Weighted Federated Transfer Learning via Batch Normalization for Personalized Healthcare.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data FedHealth 2: Weighted Federated Transfer Learning via Batch Normalization for Personalized Healthcare

Reference 18

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Observation c39e7098-c6ff-4da6-9ac7-936ed9986c84 · outbound

This paper cites Personalized cross-silo federated learning on non-iid data,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Personalized cross-silo federated learning on non-iid data,

Reference 19

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Observation 9dab1a60-4dbc-4634-ba4c-7de473cfbbcd · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Distilling the Knowledge in a Neural Network

Reference 20

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Observation e095c766-b07f-4c5e-a694-af41f8b2006a · outbound

This paper cites Minilm: Deep self-attention distillation for task-agnostic compression of pre-trained transformers,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Minilm: Deep self-attention distillation for task-agnostic compression of pre-trained transformers,

Reference 21

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Observation 3f6ad9f3-8744-4bf0-9052-677f99443193 · outbound

This paper cites Patient knowledge dis- tillation for bert model compression,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Patient knowledge dis- tillation for bert model compression,

Reference 22

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Observation 58233138-360f-4cbb-a8aa-f3cb5c8f8dcd · outbound

This paper cites Be your own teacher: Improve the performance of convolutional neural networks via self distillation,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Be your own teacher: Improve the performance of convolutional neural networks via self distillation,

Reference 23

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Observation 090e41ac-068a-4eb0-b17c-a01bf6dae3e7 · outbound

This paper cites Regularizing class-wise predictions via self-knowledge distillation,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Regularizing class-wise predictions via self-knowledge distillation,

Reference 24

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Observation d1c44ed6-249e-49ba-a96f-f6cf8af9e5c6 · outbound

This paper cites Fitnets: Hints for thin deep nets,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Fitnets: Hints for thin deep nets,

Reference 25

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Observation 7da074ff-4e3c-4a17-8464-35b194f3cf1a · outbound

This paper cites A comprehensive overhaul of feature distillation,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data A comprehensive overhaul of feature distillation,

Reference 26

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Observation 4eb13eea-ae2a-4262-beb1-662fe947f15e · outbound

This paper cites Paraphrasing complex network: Network compression via factor transfer,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Paraphrasing complex network: Network compression via factor transfer,

Reference 27

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Observation 341be8ec-5b28-4432-bb47-d66fa29093ea · outbound

This paper cites Understanding and Improving Knowledge Distillation.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Understanding and Improving Knowledge Distillation

Reference 28

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Observation b9c86823-08ec-4fb7-9fce-90853510aece · outbound

This paper cites Rethinking soft labels for knowledge distillation: A bias-variance tradeoff perspective,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Rethinking soft labels for knowledge distillation: A bias-variance tradeoff perspective,

Reference 29

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Observation 01489a03-7a50-4779-9469-2f954df96489 · outbound

This paper cites Knowledge distillation as semiparametric inference,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Knowledge distillation as semiparametric inference,

Reference 30

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Source-reported events for the cited work

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Observation 3117d652-f687-4022-8742-4c1aa33d588c · outbound

This paper cites Teacher's pet: understanding and mitigating biases in distillation.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Teacher's pet: understanding and mitigating biases in distillation

Reference 31

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Observation 71a5d59b-f097-4084-9a3c-257734d4b26a · outbound

This paper cites Selective knowledge dis- tillation for neural machine translation,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Selective knowledge dis- tillation for neural machine translation,

Reference 32

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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.

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Observation 0821e2c4-17d8-4917-93a3-32d3e39f4f2c · outbound

This paper cites Online distilling from checkpoints for neural machine translation,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Online distilling from checkpoints for neural machine translation,

Reference 33

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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.

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Observation 120d4b30-fad9-477b-abcb-69942ee02734 · outbound

This paper cites Multilingual neural machine translation with knowledge distillation,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Multilingual neural machine translation with knowledge distillation,

Reference 34

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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.

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Observation 0a6558c6-8f78-42e0-a7cc-78b74fe931fb · outbound

This paper cites Comparing Kullback-Leibler Divergence and Mean Squared Error Loss in Knowledge Distillation.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Comparing Kullback-Leibler Divergence and Mean Squared Error Loss in Knowledge Distillation

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:48:16.350073Z digest=sha256:81cb67c2949ef299cd0afdd55837707e4955cc4d8d681e7ab04df0c9007ff6bd

Observation cf80ca7c-cf5c-4b47-a42e-a58516c5d1e1 · outbound

This paper cites Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data

Reference 36

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source=pdf_text observed=2026-08-16T11:48:16.354292Z digest=sha256:c3a496ba32bca646ef6045ed979c5dc569a9ea862051734474f41712647934aa

Observation b5cc40c8-0e78-45fa-a067-d0e588a08ac7 · outbound

This paper cites Federated Knowledge Distillation.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Federated Knowledge Distillation

Reference 37

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source=pdf_text observed=2026-08-16T11:48:16.358797Z digest=sha256:cd9d8d53fecebed578ea0c8217ee8245cbfdbbcf6404e8a05608c17e42974e95

Observation 3acaddbe-03c1-492e-ac6c-140130e253fc · outbound

This paper cites FedMD: Heterogenous Federated Learning via Model Distillation.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data FedMD: Heterogenous Federated Learning via Model Distillation

Reference 38

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source=pdf_text observed=2026-08-16T11:48:16.362788Z digest=sha256:225fb23ac38f2a72ddbbe404b8d81e6c4306a3bfab69ffc2e7265596febcb328

Observation ea0dca16-f28c-4409-8933-36f858bd98b6 · outbound

This paper cites Cronus: Robust and Heterogeneous Collaborative Learning with Black-Box Knowledge Transfer.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Cronus: Robust and Heterogeneous Collaborative Learning with Black-Box Knowledge Transfer

Reference 39

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source=pdf_text observed=2026-08-16T11:48:16.366961Z digest=sha256:f408d7d10274dac3a57b56d83be4a199ea15db3b8cb3452c1e8a3f8a7bb29e68

Observation b1899388-74ca-4b9c-8142-98e64f287042 · outbound

This paper cites Ensemble distillation for robust model fusion in federated learning,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Ensemble distillation for robust model fusion in federated learning,

Reference 40

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verified fuzzy
raw_fallback, observed 2026-08-16T11:48:16.759385Z

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.

source=pdf_text observed=2026-08-16T11:48:16.371073Z digest=sha256:a64456c0f77bce6ae515917e29b51c731e86808aa8947b94e74bfd92bd536c26

Observation a57944a6-6465-4f8c-9555-559cde290fba · outbound

This paper cites Preservation of the Global Knowledge by Not-True Distillation in Federated Learning.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Preservation of the Global Knowledge by Not-True Distillation in Federated Learning

Reference 41

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source=pdf_text observed=2026-08-16T11:48:16.374901Z digest=sha256:4fade7b4e1633b70e7465bd27736f2a2d150cb7e872fe6adc3c876827f16ab1b

Observation 3a8f593b-e53c-4a76-a3f7-6259c38ed325 · outbound

This paper cites Local-Global Knowledge Distillation in Heterogeneous Federated Learning with Non-IID Data.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Local-Global Knowledge Distillation in Heterogeneous Federated Learning with Non-IID Data

Reference 42

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source=pdf_text observed=2026-08-16T11:48:16.378813Z digest=sha256:86458550b66eff0a6a211932a326ffaf989c5f186211aea60fbdf6e81fc2a5f6

Observation e60bf9f9-af7b-4533-a8e8-4449587cae4b · outbound

This paper cites Acceleration of Federated Learning with Alleviated Forgetting in Local Training.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Acceleration of Federated Learning with Alleviated Forgetting in Local Training

Reference 43

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source=pdf_text observed=2026-08-16T11:48:16.383049Z digest=sha256:8b3c4dbab3019d016ac50000dc5158c2f0c60786c6cba3aa2a4a03f4a04b83f3

Observation 7b218dc2-c5c1-4d87-90dc-7cdb9f72ded3 · outbound

This paper cites The stability-plasticity dilemma: Investigating the continuum from catastrophic forget- ting to age-limited learning effects,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data The stability-plasticity dilemma: Investigating the continuum from catastrophic forget- ting to age-limited learning effects,

Reference 44

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raw_fallback, observed 2026-08-16T11:48:16.745822Z

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.

source=pdf_text observed=2026-08-16T11:48:16.387224Z digest=sha256:15a39e967bec06493600093597f45b3c3996b003c13ca893552b77151a77bc85

Observation d83c97e2-81fe-4975-a3ad-cce313ab9a95 · outbound

This paper cites HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images

Reference 45

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local_arxiv, observed 2026-08-16T11:48:16.470406Z

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.

source=pdf_text observed=2026-08-16T11:48:16.391536Z digest=sha256:2f2e447a73f4f9bdb2d176d52f1506ade7cc234f69719b9041fcaf4dd8439ea2

Observation bff2a7f0-37fb-417f-80cb-bb8a1c00b0ed · outbound

This paper cites Learning multiple layers of features from tiny images,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Learning multiple layers of features from tiny images,

Reference 46

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verified fuzzy
raw_fallback, observed 2026-08-16T11:48:16.731411Z

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.

source=pdf_text observed=2026-08-16T11:48:16.395579Z digest=sha256:67cdd74336488dfcedbf8db5ba7fa4603b6a4b58daca8961a6cf405e340925cd

Observation d0cbfc15-5889-4af7-a6be-ef9d4549bccd · outbound

This paper cites Tiny imagenet visual recognition challenge,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Tiny imagenet visual recognition challenge,

Reference 47

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-16T11:48:16.399656Z digest=sha256:a7a9db22b169debee8e86bbe0f535d4d3b7ebae51ec4d714cdca3c3b54a3003a

Observation 3c870c53-c5cc-4155-8195-81adb64ddf8c · outbound

This paper cites Federated Learning on Non-IID Data Silos: An Experimental Study.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Federated Learning on Non-IID Data Silos: An Experimental Study

Reference 48

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source=pdf_text observed=2026-08-16T11:48:16.403483Z digest=sha256:66d31c4137cccce1d7414cd6d5a3ec1255c86f0c7f89bfffba5030d9dd0d2c78

Observation f87895a8-0dcd-4521-8612-09d845f0fdbe · outbound

This paper cites Addressing class imbalance in federated learning,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Addressing class imbalance in federated learning,

Reference 49

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source=pdf_text observed=2026-08-16T11:48:16.407424Z digest=sha256:8207a3e1c4474a7c782eb6711950ec1e55ea8c38032a646b84a194380c5a9b0b

Observation 067513bc-b258-4e7f-b1ca-495ca02fc199 · outbound

This paper cites Deep residual learning for image recognition,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Deep residual learning for image recognition,

Reference 50

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raw_fallback, observed 2026-08-16T11:48:16.700322Z

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.

source=pdf_text observed=2026-08-16T11:48:16.411188Z digest=sha256:3c501ffdbbed5d03ebc47e0cfa22be8be39322ce52769210b0e38238d878446e

Observation 93fc931e-409c-4fb0-b54c-34a3f152d54e · outbound

This paper cites Pytorch: An im- perative style, high-performance deep learning library,.

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Pytorch: An im- perative style, high-performance deep learning library,

Reference 51

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verified fuzzy
raw_fallback, observed 2026-08-16T11:48:16.686381Z

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.

source=pdf_text observed=2026-08-16T11:48:16.414971Z digest=sha256:8a18b30833355efb043502ba480e7e7ad5000a24d672a313a9947eac5f201fd0

Pith citing papers

No inbound Pith citation observations are available.