Paper Citation Record · LEDGER

Federated Out-of-Distribution Generalization: A Causal Augmentation View

As of 23 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 2 inbound Pith citation observations for arXiv:2504.19882.

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

pith.paper-citation-record.v1
2504.19882 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:45:16.285036Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:21:56.067929Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T15:03:32.127729Z

Reference resolution

59 of 59 outbound references displayed

verified exact1
verified fuzzy55
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d8b59211-6b15-4e89-a41a-6f9bdcf5378e · outbound

This paper cites Attentive modeling and distillation for out-of- distribution generalization of federated learning,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Attentive modeling and distillation for out-of- distribution generalization of federated learning,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:17.063134Z

Source-reported events for the cited work

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Observation 6739d696-fe2c-4eee-a8e5-ba5979224180 · outbound

This paper cites Cross-training with multi-view knowledge fusion for heterogenous federated learning,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Cross-training with multi-view knowledge fusion for heterogenous federated learning,

Reference 2

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Source-reported events for the cited work

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Observation ad38e01a-d92f-4d87-bf12-0c03810226ad · outbound

This paper cites Clustering-based curriculum construction for sample-balanced federated learning,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Clustering-based curriculum construction for sample-balanced federated learning,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:17.052949Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3601db63-d267-4c86-95d9-fda78babf7b9 · outbound

This paper cites pfedes: Model heterogeneous personalized federated learning with feature extractor sharing,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View pfedes: Model heterogeneous personalized federated learning with feature extractor sharing,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:17.042618Z

Source-reported events for the cited work

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Observation 37ce0572-e96a-44f6-989b-55d74f595580 · outbound

This paper cites Federated model heterogeneous matryoshka represen- tation learning,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Federated model heterogeneous matryoshka represen- tation learning,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:17.030224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 48abb63c-f790-4114-8e59-ffb24d3e5a9f · outbound

This paper cites FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:17.019404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation beeff692-e696-4f36-88ee-60ce9262fd04 · outbound

This paper cites Fedgh: Heterogeneous federated learning with generalized global header,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Fedgh: Heterogeneous federated learning with generalized global header,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:17.007948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3a0ecd40-8c0d-4be6-a2e8-4fc4c0a40326 · outbound

This paper cites QSFL: A two-level uplink communication optimization framework for federated learning,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View QSFL: A two-level uplink communication optimization framework for federated learning,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.995292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 94d157c8-ac3c-495f-989a-53dafffabba1 · outbound

This paper cites Dafkd: Domain-aware federated knowledge distillation,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Dafkd: Domain-aware federated knowledge distillation,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.984111Z

Source-reported events for the cited work

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Observation c6333812-c828-4cd1-9cab-ad58c40d0481 · outbound

This paper cites Fedcda: Federated learning with cross-rounds divergence- aware aggregation,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Fedcda: Federated learning with cross-rounds divergence- aware aggregation,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.973477Z

Source-reported events for the cited work

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Observation 229f6cfa-17a5-4199-a2ab-b2cb7e06825f · outbound

This paper cites Feddse: Distribution-aware sub-model extraction for federated learning over resource-constrained devices,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Feddse: Distribution-aware sub-model extraction for federated learning over resource-constrained devices,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.962573Z

Source-reported events for the cited work

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Observation b5aaa73b-ebba-4f5e-90ef-189ed22537c1 · outbound

This paper cites Lg-fgad: An effective federated graph anomaly detection framework,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Lg-fgad: An effective federated graph anomaly detection framework,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.952548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 49bb160d-0299-461e-b73a-ebf429b4b9f2 · outbound

This paper cites A Survey on Heterogeneous Federated Learning.

Federated Out-of-Distribution Generalization: A Causal Augmentation View A Survey on Heterogeneous Federated Learning

Reference 13

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Source-reported events for the cited work

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Observation bf5b4350-5abb-4759-8a7a-beda7bef4d84 · outbound

This paper cites Cross-training with prototypical distillation for improving the generalization of federated learning,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Cross-training with prototypical distillation for improving the generalization of federated learning,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.941644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b9dcfb77-c000-47b3-b0d6-7c03af87fdb0 · outbound

This paper cites Cross-silo prototypical calibration for federated learning with non-iid data,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Cross-silo prototypical calibration for federated learning with non-iid data,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.931549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f82cd2fc-ee27-4cb4-93a4-058cb6a8c57f · outbound

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

Federated Out-of-Distribution Generalization: A Causal Augmentation View Federated learning: Challenges, methods, and future directions,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.920453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3af5feed-f976-4870-aaa9-f043de081eca · outbound

This paper cites Cross-silo feature space alignment for federated learning on clients with imbalanced data,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Cross-silo feature space alignment for federated learning on clients with imbalanced data,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.908499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e5d4cf7c-9f98-48b3-94a3-da0815ebd775 · outbound

This paper cites Improving global generalization and local personalization for federated learning,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Improving global generalization and local personalization for federated learning,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.898714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d2701b1c-4b70-430e-846f-b60ddeb287fb · outbound

This paper cites Meta-causal feature learning for out-of- distribution generalization,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Meta-causal feature learning for out-of- distribution generalization,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.887703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e88e08e3-47f6-49ff-bd4e-72c82c714fe7 · outbound

This paper cites Causal inference with sample balancing for out-of-distribution detection in visual classification,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Causal inference with sample balancing for out-of-distribution detection in visual classification,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.876896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 795b854b-8cc4-4a0e-b932-5f1e23b73ac3 · outbound

This paper cites Contrastive-enhanced domain generalization with federated learning,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Contrastive-enhanced domain generalization with federated learning,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.865479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a862d7c7-0848-4bb9-ae63-dc15a9fd94e0 · outbound

This paper cites Learning across domains and devices: Style- driven source-free domain adaptation in clustered federated learning,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Learning across domains and devices: Style- driven source-free domain adaptation in clustered federated learning,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.854653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a94691df-93be-4bbe-903b-8be07dce9621 · outbound

This paper cites Rethinking federated learning with domain shift: A prototype view,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Rethinking federated learning with domain shift: A prototype view,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.843320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 624d9b10-af6c-4e9b-8570-b018e9c1b9e7 · outbound

This paper cites Disentangled Federated Learning for Tackling Attributes Skew via Invariant Aggregation and Diversity Transferring.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Disentangled Federated Learning for Tackling Attributes Skew via Invariant Aggregation and Diversity Transferring

Reference 24

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Source-reported events for the cited work

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Observation 9aad2d27-246f-4db4-a198-e8892196443d · outbound

This paper cites Federated domain generalization: A secure and robust framework for intelligent fault diagnosis,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Federated domain generalization: A secure and robust framework for intelligent fault diagnosis,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.831879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation be4f79d2-7109-4153-b995-a55f5b60d1ee · outbound

This paper cites Efficiently assemble normalization layers and regularization for federated domain generalization,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Efficiently assemble normalization layers and regularization for federated domain generalization,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.820313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f016b43e-04f2-46f8-a096-7ba8d03ba674 · outbound

This paper cites Fedsr: A simple and effective domain generalization method for federated learning,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Fedsr: A simple and effective domain generalization method for federated learning,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.808711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ed3c24a5-5ccd-4a6c-a043-affc8b005dcb · outbound

This paper cites Dafkd: Domain-aware federated knowledge distillation,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Dafkd: Domain-aware federated knowledge distillation,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.796468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d02b8f5a-2247-49f4-a8bb-402230e0ae43 · outbound

This paper cites Stablefdg: style and attention based learning for federated domain generalization,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Stablefdg: style and attention based learning for federated domain generalization,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.784065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a358dd6b-81de-4dd4-b692-063ceec2d25c · outbound

This paper cites Federated domain generalization for image recognition via cross-client style transfer,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Federated domain generalization for image recognition via cross-client style transfer,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.773015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2f585619-5239-43b3-bccb-ed721c64fb03 · outbound

This paper cites Federated adversarial domain hallucination for privacy-preserving domain generalization,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Federated adversarial domain hallucination for privacy-preserving domain generalization,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.762158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 82fcb472-2f03-44df-b9ee-3e5456ee2863 · outbound

This paper cites Randaugment: Practical automated data augmentation with a reduced search space,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Randaugment: Practical automated data augmentation with a reduced search space,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.752329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c4572d17-ea86-40d7-9ed4-fa807e110941 · outbound

This paper cites Feddg: Federated domain generalization on medical image segmentation via episodic learning in continuous frequency space,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Feddg: Federated domain generalization on medical image segmentation via episodic learning in continuous frequency space,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.742498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1541db53-9a09-4786-9b50-b7e823865a9b · outbound

This paper cites Collaborative optimization and aggregation for decentralized domain generalization and adaptation,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Collaborative optimization and aggregation for decentralized domain generalization and adaptation,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.732492Z

Source-reported events for the cited work

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Observation ca81dfbb-ea9f-4a84-b9b1-60bb12ca4c73 · outbound

This paper cites Canny edge detection enhancement by scale multipli- cation,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Canny edge detection enhancement by scale multipli- cation,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.720963Z

Source-reported events for the cited work

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Observation 0d5e2386-0840-41f6-ab2e-727aa97d7130 · outbound

This paper cites A simple pooling-based design for real-time salient object detection,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View A simple pooling-based design for real-time salient object detection,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.710311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 762e2f08-f7c7-4446-bdfe-3a3405565b7a · outbound

This paper cites Causal attention for unbiased visual recognition,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Causal attention for unbiased visual recognition,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.699595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation afb93453-fbd1-4064-a64d-c8be580f50e1 · outbound

This paper cites The mnist database of handwritten digits,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View The mnist database of handwritten digits,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.689080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 92ee86a0-31f9-4fe7-893c-dcdb16700050 · outbound

This paper cites Model-contrastive federated learning,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Model-contrastive federated learning,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.677278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 595a08de-2057-4143-a4f9-eb51bf91e1a4 · outbound

This paper cites Deep residual learning for image recognition,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Deep residual learning for image recognition,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.666103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9b0d214c-8956-4cd5-a355-e88405399b3f · outbound

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

Federated Out-of-Distribution Generalization: A Causal Augmentation View Communication-efficient learning of deep networks from decentralized data,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.655613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e334d353-e176-4a92-8b35-30b62140a94e · outbound

This paper cites Federated optimization in heterogeneous networks,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Federated optimization in heterogeneous networks,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.644933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c2eb2664-82c4-4d7e-a05b-a71f50ea31ee · outbound

This paper cites Out-of-distribution generalization of federated learning via implicit invariant relationships,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Out-of-distribution generalization of federated learning via implicit invariant relationships,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.634192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7e4ccbb9-bb50-4d6c-b69b-ab67fe43923f · outbound

This paper cites Fair federated learning under domain skew with local consistency and domain diversity,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Fair federated learning under domain skew with local consistency and domain diversity,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.623518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 279faea1-bf08-450e-a3ef-e0b3da84c393 · outbound

This paper cites Multi-source collaborative gradient discrepancy minimization for federated domain generalization,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Multi-source collaborative gradient discrepancy minimization for federated domain generalization,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.612344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ab0ea52d-0c1c-4ed5-a03c-c8f34fc715e8 · outbound

This paper cites Grad-cam: Visual explanations from deep networks via gradient-based localization,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Grad-cam: Visual explanations from deep networks via gradient-based localization,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.601912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1ac5c274-23c9-49e1-88e3-cc30cdaa189a · outbound

This paper cites Cross-modal content inference and feature enrichment for cold-start recommendation,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Cross-modal content inference and feature enrichment for cold-start recommendation,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.590320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ff966c55-296e-4bbb-8b09-296f25daa821 · outbound

This paper cites Cross-modal learning using privileged information for long-tailed image classification,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Cross-modal learning using privileged information for long-tailed image classification,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.578861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cf4104d8-13fe-4e4f-a776-9626fe1968e6 · outbound

This paper cites Multi-channel attentive weighting of visual frames for multimodal video classification,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Multi-channel attentive weighting of visual frames for multimodal video classification,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.567492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a58715d0-e744-46a3-bc2d-cdc126d1e985 · outbound

This paper cites Machine learning empowering drug discovery: Applications, opportunities and challenges,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Machine learning empowering drug discovery: Applications, opportunities and challenges,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.556319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f2f4ef86-0fcb-44fa-bfbb-3375900f36a1 · outbound

This paper cites Heterogeneous fusion of semantic and collaborative information for visually-aware food recommendation,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Heterogeneous fusion of semantic and collaborative information for visually-aware food recommendation,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.543811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f37ca2ec-bb17-4b78-b1f0-13f87a52b133 · outbound

This paper cites Plug-in diffusion model for sequential recom- mendation,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Plug-in diffusion model for sequential recom- mendation,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.533623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ce3eb030-1eff-485b-a031-777f4058e6de · outbound

This paper cites Triple sequence learning for cross-domain recommendation,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Triple sequence learning for cross-domain recommendation,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.522900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c7eb3ead-4c1f-4e80-a716-4fe09498b70d · outbound

This paper cites Unsupervised contrastive masking for visual haze classification,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Unsupervised contrastive masking for visual haze classification,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.510544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ddafc181-b96f-4d1b-9f98-09136a028a75 · outbound

This paper cites Modeling event-level causal representation for video classification,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Modeling event-level causal representation for video classification,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.499179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e26732f2-dcbe-4fe3-b882-186d335c56c9 · outbound

This paper cites Towards online and personalized daily activity recognition, habit modeling, and anomaly detection for the solitary el- derly through unobtrusive sensing,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Towards online and personalized daily activity recognition, habit modeling, and anomaly detection for the solitary el- derly through unobtrusive sensing,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.488372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 22cb1828-ec71-4672-9835-c358b4857f06 · outbound

This paper cites Comparative study of adversarial training methods for long-tailed classification,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Comparative study of adversarial training methods for long-tailed classification,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.476391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2b23c27f-3c1a-4d1e-b6e3-68a7b139b078 · outbound

This paper cites Prompt learning with cross-modal feature align- ment for visual domain adaptation,.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Prompt learning with cross-modal feature align- ment for visual domain adaptation,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:45:16.464158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bce61e14-345e-43b7-9be9-8113afaa800f · outbound

This paper cites Robust Visual Tracking via Iterative Gradient Descent and Threshold Selection.

Federated Out-of-Distribution Generalization: A Causal Augmentation View Robust Visual Tracking via Iterative Gradient Descent and Threshold Selection

Reference 59

Resolution: verified exact; local_arxiv, observed 2026-08-16T05:45:16.334673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

Observation 7ad91f5b-7f85-4426-9cd4-ad9174c05e5e · inbound

Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization cites this paper.

Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization Federated Out-of-Distribution Generalization: A Causal Augmentation View

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:56.067929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b02de04-b691-4352-9475-adeff586509f · inbound

Mitigating Stethoscope-Induced Shortcuts in Respiratory Sound Classification under Federated Domain Generalization with Causality-Inspired Interventions cites this paper.

Mitigating Stethoscope-Induced Shortcuts in Respiratory Sound Classification under Federated Domain Generalization with Causality-Inspired Interventions Federated Out-of-Distribution Generalization: A Causal Augmentation View

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-06-29T15:03:32.129527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.