Handling Out-of-Distribution Data: A Survey | Paper Citation Record

Observation c6ed6320-9081-4bcf-9b86-c6954592b27f · outbound

This paper cites Deep Learning: A Comprehensive Overview on Techniques, Taxonomy, Applications and Research Directions,.

Handling Out-of-Distribution Data: A Survey Deep Learning: A Comprehensive Overview on Techniques, Taxonomy, Applications and Research Directions,

Reference 1

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Observation ffe99c0a-9c5c-4665-9af9-c254bf701dbd · outbound

This paper cites A unifying view on dataset shift in classification,.

Handling Out-of-Distribution Data: A Survey A unifying view on dataset shift in classification,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:47.450603Z

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Observation 62afd383-72b7-4d4e-aa13-e7eb8bcbc443 · outbound

This paper cites Intriguing properties of neu- ral networks,.

Handling Out-of-Distribution Data: A Survey Intriguing properties of neu- ral networks,

Reference 3

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Observation 8b2ff438-96d7-43fb-a82e-6bfdcdcf51cd · outbound

This paper cites Qui ˜nonero-Candela, Ed., Dataset Shift in Machine Learning, ser.

Handling Out-of-Distribution Data: A Survey Qui ˜nonero-Candela, Ed., Dataset Shift in Machine Learning, ser

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:47.459939Z

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This paper cites Uncertainty in the Variational Information Bottleneck,.

Handling Out-of-Distribution Data: A Survey Uncertainty in the Variational Information Bottleneck,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:47.464512Z

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Observation e442ed22-8c3e-41b0-8221-59c0edc19653 · outbound

This paper cites Towards Out-Of-Distribution Generalization: A Survey.

Handling Out-of-Distribution Data: A Survey Towards Out-Of-Distribution Generalization: A Survey

Reference 6

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This paper cites Generalized Out-of-Distribution Detection: A Survey.

Handling Out-of-Distribution Data: A Survey Generalized Out-of-Distribution Detection: A Survey

Reference 7

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This paper cites Recent advances in open set recognition: A survey,.

Handling Out-of-Distribution Data: A Survey Recent advances in open set recognition: A survey,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:47.637276Z

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This paper cites Domain generalization: A survey,.

Handling Out-of-Distribution Data: A Survey Domain generalization: A survey,

Reference 9

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This paper cites Plots: A statistical tool to unfold data distributions,.

Handling Out-of-Distribution Data: A Survey Plots: A statistical tool to unfold data distributions,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:47.774945Z

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This paper cites Bryc, The normal distribution: characterizations with applica- tions.

Handling Out-of-Distribution Data: A Survey Bryc, The normal distribution: characterizations with applica- tions

Reference 11

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Observation 5701f19c-2a4a-4d16-9ff2-7e4179b5b4dd · outbound

This paper cites Kuipers and H.

Handling Out-of-Distribution Data: A Survey Kuipers and H

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:47.783271Z

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This paper cites On fundamental skew distributions,.

Handling Out-of-Distribution Data: A Survey On fundamental skew distributions,

Reference 13

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This paper cites One cause? many causes?: The argument from the bimodal distribution,.

Handling Out-of-Distribution Data: A Survey One cause? many causes?: The argument from the bimodal distribution,

Reference 14

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This paper cites an unresolved cited work.

Handling Out-of-Distribution Data: A Survey Unresolved cited work

Reference 15

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Observation d8fb481a-e18b-4dc3-9386-14d03be9cca2 · outbound

This paper cites Pattern recognition and machine learning,.

Handling Out-of-Distribution Data: A Survey Pattern recognition and machine learning,

Reference 16

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This paper cites A probability distribution and its uses in fitting data,.

Handling Out-of-Distribution Data: A Survey A probability distribution and its uses in fitting data,

Reference 17

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This paper cites Improving Classification under Changes in Class and Within-Class Distributions,.

Handling Out-of-Distribution Data: A Survey Improving Classification under Changes in Class and Within-Class Distributions,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:47.959212Z

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Observation 04cc797c-a6cd-4e32-aae1-e24f62286e5b · outbound

This paper cites Learning the Roots of Visual Domain Shift,.

Handling Out-of-Distribution Data: A Survey Learning the Roots of Visual Domain Shift,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.059701Z

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Observation b625a9ff-401e-4ee9-8a68-ec347f037ec4 · outbound

This paper cites Recent Advances in Open Set Recognition: A Survey,.

Handling Out-of-Distribution Data: A Survey Recent Advances in Open Set Recognition: A Survey,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.064115Z

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Observation 739be378-7f10-4b91-bc3e-51ba2305da28 · outbound

This paper cites Spatial Location Constraint Prototype Loss for Open Set Recognition,.

Handling Out-of-Distribution Data: A Survey Spatial Location Constraint Prototype Loss for Open Set Recognition,

Reference 21

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Observation 89653258-3bc9-4460-bc0e-582584dcc752 · outbound

This paper cites Statistical learning theory,.

Handling Out-of-Distribution Data: A Survey Statistical learning theory,

Reference 22

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This paper cites Covariate shift adaptation by importance weighted cross validation.

Handling Out-of-Distribution Data: A Survey Covariate shift adaptation by importance weighted cross validation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.077404Z

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This paper cites Invariant Risk Minimization.

Handling Out-of-Distribution Data: A Survey Invariant Risk Minimization

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.081834Z

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Observation 4e81ceca-e315-446d-bd1e-8d86d8a44c1d · outbound

This paper cites Examining and combating spurious features under distribution shift,.

Handling Out-of-Distribution Data: A Survey Examining and combating spurious features under distribution shift,

Reference 25

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This paper cites Sharpness-Aware Minimization for Efficiently Improving Generalization.

Handling Out-of-Distribution Data: A Survey Sharpness-Aware Minimization for Efficiently Improving Generalization

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.244957Z

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This paper cites An Evolutionary Approach to Dynamic Introduction of Tasks in Large-scale Multitask Learning Systems.

Handling Out-of-Distribution Data: A Survey An Evolutionary Approach to Dynamic Introduction of Tasks in Large-scale Multitask Learning Systems

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.285174Z

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This paper cites Big transfer (bit): General visual representation learning,.

Handling Out-of-Distribution Data: A Survey Big transfer (bit): General visual representation learning,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.289770Z

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This paper cites Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy.

Handling Out-of-Distribution Data: A Survey Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.293718Z

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This paper cites Astroformer: More Data Might not be all you need for Classification.

Handling Out-of-Distribution Data: A Survey Astroformer: More Data Might not be all you need for Classification

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.299084Z

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This paper cites In- corporating convolution designs into visual transformers,.

Handling Out-of-Distribution Data: A Survey In- corporating convolution designs into visual transformers,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.303671Z

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This paper cites Gpipe: Efficient training of giant neural networks using pipeline paral- lelism,.

Handling Out-of-Distribution Data: A Survey Gpipe: Efficient training of giant neural networks using pipeline paral- lelism,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.384856Z

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This paper cites Improving Neural Architecture Search Image Classifiers via Ensemble Learning.

Handling Out-of-Distribution Data: A Survey Improving Neural Architecture Search Image Classifiers via Ensemble Learning

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.425783Z

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This paper cites Conditional ad- versarial domain adaptation,.

Handling Out-of-Distribution Data: A Survey Conditional ad- versarial domain adaptation,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.482164Z

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This paper cites Combining in- herent knowledge of vision-language models with unsuper- vised domain adaptation through self-knowledge distilla- tion,.

Handling Out-of-Distribution Data: A Survey Combining in- herent knowledge of vision-language models with unsuper- vised domain adaptation through self-knowledge distilla- tion,

Reference 35

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This paper cites Enhancing domain adaptation through prompt gradient alignment,.

Handling Out-of-Distribution Data: A Survey Enhancing domain adaptation through prompt gradient alignment,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.491745Z

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This paper cites Max- imum density divergence for domain adaptation,.

Handling Out-of-Distribution Data: A Survey Max- imum density divergence for domain adaptation,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.496092Z

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This paper cites Gradually vanishing bridge for adversarial domain adap- tation,.

Handling Out-of-Distribution Data: A Survey Gradually vanishing bridge for adversarial domain adap- tation,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.500015Z

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This paper cites Fixbi: Bridging domain spaces for unsupervised domain adaptation,.

Handling Out-of-Distribution Data: A Survey Fixbi: Bridging domain spaces for unsupervised domain adaptation,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.503686Z

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This paper cites Do we really need to access the source data? source hypothesis transfer for unsupervised domain adaptation,.

Handling Out-of-Distribution Data: A Survey Do we really need to access the source data? source hypothesis transfer for unsupervised domain adaptation,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.508237Z

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This paper cites Fda: Fourier domain adaptation for semantic segmentation,.

Handling Out-of-Distribution Data: A Survey Fda: Fourier domain adaptation for semantic segmentation,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.512946Z

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This paper cites Grad- ual source domain expansion for unsupervised domain adaptation,.

Handling Out-of-Distribution Data: A Survey Grad- ual source domain expansion for unsupervised domain adaptation,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.516037Z

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This paper cites ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic Segmentation.

Handling Out-of-Distribution Data: A Survey ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic Segmentation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.544299Z

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This paper cites In Search of Lost Domain Generalization.

Handling Out-of-Distribution Data: A Survey In Search of Lost Domain Generalization

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.574734Z

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This paper cites Unsupervised domain adap- tation by backpropagation,.

Handling Out-of-Distribution Data: A Survey Unsupervised domain adap- tation by backpropagation,

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.579051Z

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This paper cites Domain general- ization with adversarial feature learning,.

Handling Out-of-Distribution Data: A Survey Domain general- ization with adversarial feature learning,

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.583291Z

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This paper cites mixup: Beyond Empirical Risk Minimization.

Handling Out-of-Distribution Data: A Survey mixup: Beyond Empirical Risk Minimization

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.588451Z

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This paper cites Swad: Domain generalization by seeking flat minima,.

Handling Out-of-Distribution Data: A Survey Swad: Domain generalization by seeking flat minima,

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.593756Z

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This paper cites Prompt- styler: Prompt-driven style generation for source-free do- main generalization,.

Handling Out-of-Distribution Data: A Survey Prompt- styler: Prompt-driven style generation for source-free do- main generalization,

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.636099Z

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This paper cites Simple: Specialized model-sample matching for domain generalization,.

Handling Out-of-Distribution Data: A Survey Simple: Specialized model-sample matching for domain generalization,

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.678024Z

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This paper cites Soft prompt generation for domain generalization,.

Handling Out-of-Distribution Data: A Survey Soft prompt generation for domain generalization,

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.695798Z

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This paper cites Rethinking multi-domain generalization with a general learning objective,.

Handling Out-of-Distribution Data: A Survey Rethinking multi-domain generalization with a general learning objective,

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.701153Z

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This paper cites Deep Semi-Supervised Anomaly Detection.

Handling Out-of-Distribution Data: A Survey Deep Semi-Supervised Anomaly Detection

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.705902Z

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This paper cites The perceptron: a probabilistic model for information storage and organization in the brain.

Handling Out-of-Distribution Data: A Survey The perceptron: a probabilistic model for information storage and organization in the brain

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.755774Z

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This paper cites Deep weakly-supervised anomaly detection,.

Handling Out-of-Distribution Data: A Survey Deep weakly-supervised anomaly detection,

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.812696Z

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This paper cites Improving one-class svm for anomaly detection,.

Handling Out-of-Distribution Data: A Survey Improving one-class svm for anomaly detection,

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.828041Z

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This paper cites Learning represen- tations of ultrahigh-dimensional data for random distance- based outlier detection,.

Handling Out-of-Distribution Data: A Survey Learning represen- tations of ultrahigh-dimensional data for random distance- based outlier detection,

Reference 57

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Observation cfb2a208-dcfe-49ec-b007-a23318bc66c3 · outbound

This paper cites Xgboost: A scalable tree boosting system,.

Handling Out-of-Distribution Data: A Survey Xgboost: A scalable tree boosting system,

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.837457Z

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This paper cites Deep anomaly detection with deviation networks,.

Handling Out-of-Distribution Data: A Survey Deep anomaly detection with deviation networks,

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.900970Z

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This paper cites Xgbod: improving su- pervised outlier detection with unsupervised representation learning,.

Handling Out-of-Distribution Data: A Survey Xgbod: improving su- pervised outlier detection with unsupervised representation learning,

Reference 60

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This paper cites Lightgbm: A highly efficient gradient boost- ing decision tree,.

Handling Out-of-Distribution Data: A Survey Lightgbm: A highly efficient gradient boost- ing decision tree,

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:48.998955Z

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This paper cites Catboost: unbiased boosting with categorical features,.

Handling Out-of-Distribution Data: A Survey Catboost: unbiased boosting with categorical features,

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:49.003190Z

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This paper cites Towards open set deep net- works,.

Handling Out-of-Distribution Data: A Survey Towards open set deep net- works,

Reference 63

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Observation 15d85704-158f-4cb3-90c9-83e9e4464760 · outbound

This paper cites Generative OpenMax for Multi-Class Open Set Classification.

Handling Out-of-Distribution Data: A Survey Generative OpenMax for Multi-Class Open Set Classification

Reference 64

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Reference 65

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Handling Out-of-Distribution Data: A Survey C2ae: Class conditioned auto- encoder for open-set recognition,

Reference 66

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Reference 67

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Reference 68

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Reference 69

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Reference 70

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Reference 71

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Reference 72

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Reference 73

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Reference 74

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Reference 75

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Reference 76

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Reference 77

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Reference 78

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Reference 79

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Handling Out-of-Distribution Data: A Survey icarl: Incremental classifier and representation learning,

Reference 80

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Reference 81

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Reference 82

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Handling Out-of-Distribution Data: A Survey Dualnet: Continual learning, fast and slow,

Reference 83

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Handling Out-of-Distribution Data: A Survey Bilateral memory consolidation for continual learning,

Reference 84

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Handling Out-of-Distribution Data: A Survey Icl: Iterative continual learning for multi-domain neural machine translation,

Reference 85

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Reference 86

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Handling Out-of-Distribution Data: A Survey Co2l: Contrastive continual learning,

Reference 87

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Handling Out-of-Distribution Data: A Survey A comprehensive survey on transfer learning,

Reference 88

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Handling Out-of-Distribution Data: A Survey Active transfer learning under model shift,

Reference 89

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Handling Out-of-Distribution Data: A Survey Transductive inference for text classifica- tion using support vector machines,

Reference 90

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Reference 91

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Handling Out-of-Distribution Data: A Survey Transfer learning for text classi- fication,

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:49.566967Z

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Handling Out-of-Distribution Data: A Survey Constructing informative priors using transfer learning,

Reference 93

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Handling Out-of-Distribution Data: A Survey Taskonomy: Disentangling task transfer learn- ing,

Reference 94

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Handling Out-of-Distribution Data: A Survey Deep transfer learning with joint adaptation networks,

Reference 95

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Handling Out-of-Distribution Data: A Survey What is being transferred in transfer learning?

Reference 96

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Handling Out-of-Distribution Data: A Survey Deep learning of representations for unsuper- vised and transfer learning,

Reference 97

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Reference 98

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Handling Out-of-Distribution Data: A Survey Online transfer learning,

Reference 99

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Handling Out-of-Distribution Data: A Survey Flexible transfer learning under support and model shift,

Reference 100

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