A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models | Paper Citation Record

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This paper cites Imagenet: A large-scale hierarchical image database,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Imagenet: A large-scale hierarchical image database,

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This paper cites Towards fairer datasets: Filtering and balancing the distribution of the people sub- tree in the imagenet hierarchy,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Towards fairer datasets: Filtering and balancing the distribution of the people sub- tree in the imagenet hierarchy,

Reference 2

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This paper cites Distributionally robust neural networks for group shifts: On the importance of regular- ization for worst-case generalization,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Distributionally robust neural networks for group shifts: On the importance of regular- ization for worst-case generalization,

Reference 3

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This paper cites Directional bias amplification,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Directional bias amplification,

Reference 4

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This paper cites Domino: Discovering systematic errors with cross-modal embeddings,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Domino: Discovering systematic errors with cross-modal embeddings,

Reference 5

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This paper cites No subclass left behind: Fine-grained robustness in coarse-grained classification problems,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models No subclass left behind: Fine-grained robustness in coarse-grained classification problems,

Reference 6

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This paper cites Trustworthy artificial intelligence,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Trustworthy artificial intelligence,

Reference 7

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This paper cites The global landscape of ai ethics guidelines,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models The global landscape of ai ethics guidelines,

Reference 8

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This paper cites Explainable artificial intelligence (xai): Concepts, taxonomies, opportu- nities and challenges toward responsible ai,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Explainable artificial intelligence (xai): Concepts, taxonomies, opportu- nities and challenges toward responsible ai,

Reference 9

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This paper cites Reliable crowdsourcing and deep locality- preserving learning for expression recognition in the wild,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Reliable crowdsourcing and deep locality- preserving learning for expression recognition in the wild,

Reference 10

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Observation e2dd66b5-3db3-4a71-bcea-0fe6fea46b6b · outbound

This paper cites Anatomizing bias in facial analysis,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Anatomizing bias in facial analysis,

Reference 11

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This paper cites Fairgrape: Fairness-aware gradient pruning method for face attribute classification,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Fairgrape: Fairness-aware gradient pruning method for face attribute classification,

Reference 12

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This paper cites Fair contrastive learning for facial attribute classification,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Fair contrastive learning for facial attribute classification,

Reference 13

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This paper cites Fair attribute classification through latent space de-biasing,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Fair attribute classification through latent space de-biasing,

Reference 14

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This paper cites Bias and fairness in face detection,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Bias and fairness in face detection,

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This paper cites Enhancing fairness in face detection in computer vision systems by demographic bias mitigation,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Enhancing fairness in face detection in computer vision systems by demographic bias mitigation,

Reference 16

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This paper cites Gender shades: Intersectional accuracy disparities in commercial gender classification,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Gender shades: Intersectional accuracy disparities in commercial gender classification,

Reference 17

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This paper cites Mitigating bias in face recognition us- ing skewness-aware reinforcement learning,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Mitigating bias in face recognition us- ing skewness-aware reinforcement learning,

Reference 18

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This paper cites Racial faces in the wild: Reducing racial bias by information maximization adaptation network,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Racial faces in the wild: Reducing racial bias by information maximization adaptation network,

Reference 19

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This paper cites Mitigating face recognition bias via group adaptive classifier,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Mitigating face recognition bias via group adaptive classifier,

Reference 20

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This paper cites Consistent instance false positive improves fairness in face recognition,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Consistent instance false positive improves fairness in face recognition,

Reference 21

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This paper cites Farapy: An augmented reality feed- back system for facial paralysis using action unit intensity estimation,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Farapy: An augmented reality feed- back system for facial paralysis using action unit intensity estimation,

Reference 22

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This paper cites Partially occluded facial action recognition and interaction in virtual reality applications,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Partially occluded facial action recognition and interaction in virtual reality applications,

Reference 23

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This paper cites Real time face detection and facial expression recognition: Development and applications to human computer interaction.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Real time face detection and facial expression recognition: Development and applications to human computer interaction

Reference 24

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This paper cites Emotion recognition in human-computer interaction,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Emotion recognition in human-computer interaction,

Reference 25

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This paper cites Automated detection of facial expressions during computer-assisted instruction in individuals on the autism spectrum,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Automated detection of facial expressions during computer-assisted instruction in individuals on the autism spectrum,

Reference 26

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This paper cites Toward fair facial expression recogni- tion with improved distribution alignment,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Toward fair facial expression recogni- tion with improved distribution alignment,

Reference 27

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This paper cites Investigating bias and fairness in facial expression recognition,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Investigating bias and fairness in facial expression recognition,

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This paper cites Counterfactual fairness for facial expression recognition,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Counterfactual fairness for facial expression recognition,

Reference 29

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This paper cites Domain-incremental continual learning for mitigating bias in facial expression and action unit recog- nition,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Domain-incremental continual learning for mitigating bias in facial expression and action unit recog- nition,

Reference 30

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This paper cites Using positive matching contrastive loss with facial action units to mitigate bias in facial expression recognition,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Using positive matching contrastive loss with facial action units to mitigate bias in facial expression recognition,

Reference 31

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A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Facial emotion recog- nition analysis based on age-biased data,

Reference 32

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This paper cites Responsible AI: Gender bias assessment in emotion recognition.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Responsible AI: Gender bias assessment in emotion recognition

Reference 33

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This paper cites Facial expression recognition: Impact of gender on fairness and expressions,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Facial expression recognition: Impact of gender on fairness and expressions,

Reference 34

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This paper cites Gender stereotyping impact in facial expression recognition,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Gender stereotyping impact in facial expression recognition,

Reference 35

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This paper cites Less can be more: representational vs. stereotypical gender bias in facial expression recognition,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Less can be more: representational vs. stereotypical gender bias in facial expression recognition,

Reference 36

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This paper cites Ethical ai in facial expres- sion analysis: Racial bias,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Ethical ai in facial expres- sion analysis: Racial bias,

Reference 37

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This paper cites Demographic effects on facial emotion expression: an interdisciplinary investigation of the facial action units of happiness,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Demographic effects on facial emotion expression: an interdisciplinary investigation of the facial action units of happiness,

Reference 38

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This paper cites Understanding and mitigating annotation bias in facial expression recognition,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Understanding and mitigating annotation bias in facial expression recognition,

Reference 39

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This paper cites Causal structure learning of bias for fair affect recognition,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Causal structure learning of bias for fair affect recognition,

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This paper cites Affectnet: A database for facial expression, valence, and arousal computing in the wild,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Affectnet: A database for facial expression, valence, and arousal computing in the wild,

Reference 41

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This paper cites Rethinking affect analysis: A protocol for ensuring fairness and consis- tency,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Rethinking affect analysis: A protocol for ensuring fairness and consis- tency,

Reference 42

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This paper cites Metrics for dataset demographic bias: A case study on facial expression recognition,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Metrics for dataset demographic bias: A case study on facial expression recognition,

Reference 43

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This paper cites Discovering fair representations in the data domain,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Discovering fair representations in the data domain,

Reference 44

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This paper cites A study on the distribution of social biases in self-supervised learning visual models,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models A study on the distribution of social biases in self-supervised learning visual models,

Reference 45

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This paper cites A multidimensional analysis of social biases in vision transformers,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models A multidimensional analysis of social biases in vision transformers,

Reference 46

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This paper cites Image representations learned with unsu- pervised pre-training contain human-like biases,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Image representations learned with unsu- pervised pre-training contain human-like biases,

Reference 47

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This paper cites Fairness with overlapping groups; a probabilistic perspective,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Fairness with overlapping groups; a probabilistic perspective,

Reference 48

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This paper cites Facial age affects emotional expression decoding,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Facial age affects emotional expression decoding,

Reference 49

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This paper cites Do we expect women to look happier than they are? a test of gender-dependent perceptual correction,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Do we expect women to look happier than they are? a test of gender-dependent perceptual correction,

Reference 50

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This paper cites Ambiguity in social catego- rization: The role of prejudice and facial affect in race categorization,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Ambiguity in social catego- rization: The role of prejudice and facial affect in race categorization,

Reference 51

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This paper cites Female, white, 27? bias evaluation on data and algorithms for affect recognition in faces,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Female, white, 27? bias evaluation on data and algorithms for affect recognition in faces,

Reference 52

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This paper cites Measuring individual differences in implicit cognition: the implicit association test.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Measuring individual differences in implicit cognition: the implicit association test

Reference 53

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Observation 4e8f0b27-9bc1-4e91-a5a5-7ec0f9fe4ca9 · outbound

This paper cites Understanding and using the implicit association test: I. an improved scoring algorithm.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Understanding and using the implicit association test: I. an improved scoring algorithm

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:58:27.987553Z

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Observation 9aecc38c-de81-4d65-ac8d-e52946b88885 · outbound

This paper cites Why do fearful facial expressions elicit behavioral approach? evidence from a combined approach-avoidance implicit association test.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Why do fearful facial expressions elicit behavioral approach? evidence from a combined approach-avoidance implicit association test

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:58:27.815469Z

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Observation 610e36ef-3868-4bcc-a7a1-057e8790f952 · outbound

This paper cites Facial make-up elicits positive attitudes at the implicit level: Evidence from the implicit association test,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Facial make-up elicits positive attitudes at the implicit level: Evidence from the implicit association test,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:58:27.727126Z

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Observation bf397892-51a2-4f99-98d7-87dd345c82d1 · outbound

This paper cites Implicit racial attitudes influence perceived emotional intensity on other-race faces,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Implicit racial attitudes influence perceived emotional intensity on other-race faces,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:58:27.633369Z

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Observation 74586b5f-8494-4f44-9b8d-a2cef1ac1faf · outbound

This paper cites Not always black and white: The effect of race and emotional expression on implicit attitudes,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Not always black and white: The effect of race and emotional expression on implicit attitudes,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:58:27.521886Z

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Observation 6edb353b-20d1-45ef-bcdd-9a1f99b762b0 · outbound

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A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:58:27.430907Z

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Observation 00328a2e-4caf-4865-902b-f16db195cfc3 · outbound

This paper cites Semantics derived au- tomatically from language corpora contain human-like biases,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Semantics derived au- tomatically from language corpora contain human-like biases,

Reference 60

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Observation 1994b821-f50e-4891-824a-513b3b01ab76 · outbound

This paper cites American== white in multimodal language- and-image ai,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models American== white in multimodal language- and-image ai,

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:58:27.355144Z

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Observation 84c816d2-8bff-4edf-9df2-59421fb53535 · outbound

This paper cites Contrastive language- vision ai models pretrained on web-scraped multimodal data exhibit sexual objectification bias,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Contrastive language- vision ai models pretrained on web-scraped multimodal data exhibit sexual objectification bias,

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:58:27.221260Z

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Observation bd514949-3a28-4021-9c46-8255ee33fd8a · outbound

This paper cites Certifying and removing disparate impact,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Certifying and removing disparate impact,

Reference 63

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This paper cites Age progression/regression by condi- tional adversarial autoencoder,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Age progression/regression by condi- tional adversarial autoencoder,

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:58:27.139044Z

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Observation 86470495-516f-4cd0-b6f9-5ddd48711baa · outbound

This paper cites Fairface: Face attribute dataset for balanced race, gender, and age for bias measurement and mitigation,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Fairface: Face attribute dataset for balanced race, gender, and age for bias measurement and mitigation,

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:58:27.029457Z

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Observation 3804c633-6ceb-4a1d-8b11-97ff4809c983 · outbound

This paper cites Deep residual learning for image recognition,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Deep residual learning for image recognition,

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T13:58:24.859829Z

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Observation 6d1477dd-8ae5-47a7-81c4-c9e070164ab0 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Swin transformer: Hierarchical vision transformer using shifted windows,

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-07T13:58:24.916511Z

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Observation 13ae9220-b832-42f7-8f77-dd86a0d4d205 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T13:58:24.960802Z

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Observation 6f8d5356-4956-459c-ab11-3e86bb20c23e · outbound

This paper cites Learning multi- dimensional edge feature-based au relation graph for facial action unit recognition,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Learning multi- dimensional edge feature-based au relation graph for facial action unit recognition,

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:58:26.918209Z

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Observation 33098e4d-2e40-44bb-ba5d-916e7a306826 · outbound

This paper cites Su- pervised contrastive learning with identity-label embeddings for facial action unit recognition,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Su- pervised contrastive learning with identity-label embeddings for facial action unit recognition,

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:58:26.819257Z

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Observation 7e61c6f9-b5c4-4756-a48c-276e2382a37a · outbound

This paper cites Cohen,Statistical power analysis for the behavioral sciences.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Cohen,Statistical power analysis for the behavioral sciences

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:58:26.737646Z

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Observation b435e042-c7e1-4b5f-b301-437f0dd1d98e · outbound

This paper cites Racial influence on automated perceptions of emotions,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Racial influence on automated perceptions of emotions,

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-07T13:58:25.144941Z

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Observation 455c563f-ae23-43f1-9a26-3ade4601cf6c · outbound

This paper cites Biased attention: Do vision trans- formers amplify gender bias more than convolutional neural networks?.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Biased attention: Do vision trans- formers amplify gender bias more than convolutional neural networks?

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:58:26.647269Z

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Observation 8a269c6a-5e76-4b1f-8dd6-7c885281f9b3 · outbound

This paper cites Overwriting pretrained bias with fine- tuning data,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Overwriting pretrained bias with fine- tuning data,

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:58:26.539160Z

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Observation b7fddfcb-dac9-4efc-80a5-d65706de5aef · outbound

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A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Transformer-based multimodal emotional perception for dynamic facial expression recogni- tion in the wild,

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-07T13:58:25.287208Z

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Observation 06ecaeac-d8ee-43d8-a94c-d6bbf8909858 · outbound

This paper cites The misgendering machines: Trans/hci implications of auto- matic gender recognition,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models The misgendering machines: Trans/hci implications of auto- matic gender recognition,

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:58:26.434517Z

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Observation 74d68b3d-89bd-4bab-bca5-45f7ad6e5675 · outbound

This paper cites Gender recognition or gender reductionism? the social implications of embedded gender recognition systems,.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Gender recognition or gender reductionism? the social implications of embedded gender recognition systems,

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:58:26.330704Z

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Observation b7f7a557-4568-473d-945b-37c5f68778e8 · outbound

This paper cites Gender as a variable in natural-language processing: Ethical considerations.

A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Gender as a variable in natural-language processing: Ethical considerations

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:58:26.219152Z

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Reference 79

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:58:26.147734Z

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Observation 786f493c-493b-41f7-8b09-43799effe7c1 · outbound

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A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Unresolved cited work

Reference 80

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:58:26.010956Z

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A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Unresolved cited work

Reference 81

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:58:25.925525Z

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A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models Unresolved cited work

Reference 82

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Outbound references

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