Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing | Paper Citation Record

Observation 5c73af5c-4a97-4efe-8141-6e29211cb271 · outbound

This paper cites Invariance principle meets in- formation bottleneck for out-of-distribution generalization.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Invariance principle meets in- formation bottleneck for out-of-distribution generalization

Reference 1

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Observation 5b562120-bffd-4264-984a-686f4dab602e · outbound

This paper cites Invariant Risk Minimization.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Invariant Risk Minimization

Reference 2

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This paper cites Boulkenafet, J.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Boulkenafet, J

Reference 3

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This paper cites Linear algebra: Theory and applications.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Linear algebra: Theory and applications

Reference 4

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This paper cites On the effectiveness of local binary patterns in face anti- spoofing.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing On the effectiveness of local binary patterns in face anti- spoofing

Reference 5

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Observation 34fab9b0-9e93-4142-9700-6396f999f5b1 · outbound

This paper cites Probable domain generalization via quantile risk minimization.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Probable domain generalization via quantile risk minimization

Reference 6

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Observation f631e264-a4f2-4cb8-88ee-c6e1424593d9 · outbound

This paper cites Biometric face presentation attack detection with multi-channel convolutional neural network.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Biometric face presentation attack detection with multi-channel convolutional neural network

Reference 7

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Observation 62722d22-8634-416c-8bc4-c1cf629da80e · outbound

This paper cites Casia-surf cefa: A benchmark for multi-modal cross-ethnicity face anti-spoofing.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Casia-surf cefa: A benchmark for multi-modal cross-ethnicity face anti-spoofing

Reference 8

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Observation 10bfb394-a8fd-4f6a-be24-dfa64eafa9e4 · outbound

This paper cites Casia-surf: A large-scale multi-modal bench- mark for face anti-spoofing.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Casia-surf: A large-scale multi-modal bench- mark for face anti-spoofing

Reference 9

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Observation f1b80af5-1529-446d-9bc3-07a40637c41f · outbound

This paper cites Dlow: Domain flow for adaptation and generalization.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Dlow: Domain flow for adaptation and generalization

Reference 10

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This paper cites On calibration of modern neural networks.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing On calibration of modern neural networks

Reference 11

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Observation 9296cd68-8b3c-4e7a-8988-ca5195a0aff9 · outbound

This paper cites Multi- domain learning for updating face anti-spoofing models.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Multi- domain learning for updating face anti-spoofing models

Reference 12

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Observation d3c769f3-9acb-4bef-91cd-e195c441626e · outbound

This paper cites Domain-generalized face anti- spoofing with unknown attacks.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Domain-generalized face anti- spoofing with unknown attacks

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.149455Z

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This paper cites Single-side domain generalization for face anti-spoofing.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Single-side domain generalization for face anti-spoofing

Reference 14

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Observation b534d898-b8e6-4064-b049-fdcfa3645346 · outbound

This paper cites Feature Alignment and Restoration for Domain Generalization and Adaptation.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Feature Alignment and Restoration for Domain Generalization and Adaptation

Reference 15

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Observation 91e59e64-fb9d-4fe2-9b98-a9067d3a78c9 · outbound

This paper cites Scaling of class-wise training losses for post-hoc calibration.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Scaling of class-wise training losses for post-hoc calibration

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.135951Z

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This paper cites Does invariant risk minimization capture in- variance? In International Conference on Artificial Intelli- gence and Statistics, pages 4069–4077.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Does invariant risk minimization capture in- variance? In International Conference on Artificial Intelli- gence and Statistics, pages 4069–4077

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.128894Z

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Observation 5b7d095f-a799-4feb-9eda-7cd0d4ec5e0b · outbound

This paper cites Domain generalization with adversarial feature learning.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Domain generalization with adversarial feature learning

Reference 18

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Observation b16d2a4b-b21b-4e41-b029-7bc936c927ca · outbound

This paper cites Rethinking feature- based knowledge distillation for face recognition.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Rethinking feature- based knowledge distillation for face recognition

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.114374Z

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Observation d2d79561-155c-43cb-b06a-e3eac862d01d · outbound

This paper cites Cfpl- fas: Class free prompt learning for generalizable face anti- spoofing.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Cfpl- fas: Class free prompt learning for generalizable face anti- spoofing

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.107357Z

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Observation 7ec2e905-bfc2-47c8-bc70-a178af69f979 · outbound

This paper cites Adaptive normalized representation learning for generaliz- able face anti-spoofing.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Adaptive normalized representation learning for generaliz- able face anti-spoofing

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.100112Z

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Observation 3dd08d3b-8ae9-4db1-844a-36393bc002c3 · outbound

This paper cites Dual Reweighting Domain Generalization for Face Presentation Attack Detection.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Dual Reweighting Domain Generalization for Face Presentation Attack Detection

Reference 22

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Observation e7503029-68cc-4ac0-acae-9b39a0ef509e · outbound

This paper cites Bottom-up do- main prompt tuning for generalized face anti-spoofing.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Bottom-up do- main prompt tuning for generalized face anti-spoofing

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.092976Z

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Observation 84eace42-f456-4a7d-a145-e899e8794fbb · outbound

This paper cites Learning deep models for face anti-spoofing: Binary or auxiliary su- pervision.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Learning deep models for face anti-spoofing: Binary or auxiliary su- pervision

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:32.802278Z

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Observation 35446e2a-2ede-4188-ac0d-92a865523db8 · outbound

This paper cites Obtaining well calibrated probabilities using 9 bayesian binning.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Obtaining well calibrated probabilities using 9 bayesian binning

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.081165Z

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Observation 0fccfb00-3606-4b4a-8fbf-3d2867719e90 · outbound

This paper cites The risks of invariant risk minimization.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing The risks of invariant risk minimization

Reference 26

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Observation f3292ec4-86c8-4a56-a260-4119766f8e74 · outbound

This paper cites Multi-adversarial discriminative deep domain generalization for face presentation attack detection.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Multi-adversarial discriminative deep domain generalization for face presentation attack detection

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.067212Z

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Observation dd2257ae-5c7e-4c59-9102-ec886996ca1c · outbound

This paper cites Flip: Cross-domain face anti-spoofing with lan- guage guidance.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Flip: Cross-domain face anti-spoofing with lan- guage guidance

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.060353Z

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Observation 8e736800-5d30-4c15-b497-4258de4358e5 · outbound

This paper cites Rethinking domain generalization for face anti- spoofing: Separability and alignment.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Rethinking domain generalization for face anti- spoofing: Separability and alignment

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.053674Z

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This paper cites an unresolved cited work.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Unresolved cited work

Reference 30

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Observation 93468ce6-45ed-4b3a-b00b-34c2c2cfbcff · outbound

This paper cites Patchnet: A simple face anti-spoofing frame- work via fine-grained patch recognition.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Patchnet: A simple face anti-spoofing frame- work via fine-grained patch recognition

Reference 31

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Observation 547c99fc-3c27-47ba-99ce-e88a5e3353ce · outbound

This paper cites Cross-domain face presentation attack detection via multi- domain disentangled representation learning.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Cross-domain face presentation attack detection via multi- domain disentangled representation learning

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.033020Z

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This paper cites Self-domain adaptation for face anti-spoofing.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Self-domain adaptation for face anti-spoofing

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:33.025855Z

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Observation 61910227-f3a8-45ee-8d77-9130980f2b60 · outbound

This paper cites DomainMix: Learning Generalizable Person Re-Identification Without Human Annotations.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing DomainMix: Learning Generalizable Person Re-Identification Without Human Annotations

Reference 34

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Observation 377ceefa-d190-4600-bbb8-f2e1090fb971 · outbound

This paper cites Tf-fas: twofold-element fine-grained semantic guidance for general- izable face anti-spoofing.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Tf-fas: twofold-element fine-grained semantic guidance for general- izable face anti-spoofing

Reference 35

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This paper cites Domain gen- eralization via shuffled style assembly for face anti-spoofing.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Domain gen- eralization via shuffled style assembly for face anti-spoofing

Reference 36

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This paper cites K Jain, and Hu Han.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing K Jain, and Hu Han

Reference 37

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Observation 2a85abd1-7965-4987-8f07-b74236d90bb8 · outbound

This paper cites Towards effective adversarial textured 3d meshes on physical face recognition.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Towards effective adversarial textured 3d meshes on physical face recognition

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:32.998933Z

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Observation 04df0510-e0ab-4642-bdbc-432945f1f4f4 · outbound

This paper cites Multi-modal face anti- spoofing based on central difference networks.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Multi-modal face anti- spoofing based on central difference networks

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:32.992373Z

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Observation 68f2540a-f3ce-4ce4-a87a-41bf9b2ad434 · outbound

This paper cites Search- ing central difference convolutional networks for face anti- spoofing.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Search- ing central difference convolutional networks for face anti- spoofing

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:32.984840Z

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Observation bbca388e-ec59-4db5-ae1d-519575748eba · outbound

This paper cites Cycli- cally disentangled feature translation for face anti-spoofing.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Cycli- cally disentangled feature translation for face anti-spoofing

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:32.977601Z

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Observation 3124cd10-75a0-4d13-9841-68880d00bfc6 · outbound

This paper cites Joint face detection and alignment using multitask cascaded convolutional networks.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Joint face detection and alignment using multitask cascaded convolutional networks

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:32.970381Z

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Observation e3feb2a1-2c8a-4bb5-9a01-8f371f5e8577 · outbound

This paper cites A face antispoofing database with diverse attacks.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing A face antispoofing database with diverse attacks

Reference 43

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This paper cites Generative do- main adaptation for face anti-spoofing.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Generative do- main adaptation for face anti-spoofing

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:32.899165Z

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Observation 53007a32-c03c-4d1d-8bc5-83230342e0c8 · outbound

This paper cites Instance-aware do- main generalization for face anti-spoofing.

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing Instance-aware do- main generalization for face anti-spoofing

Reference 45

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T20:02:32.954813Z

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