Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation | Paper Citation Record

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This paper cites Unsupervised domain adaptation to classify medical images using zero-bias convolutional auto-encoders and contextbased feature augmentation.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Unsupervised domain adaptation to classify medical images using zero-bias convolutional auto-encoders and contextbased feature augmentation

Reference 1

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This paper cites Deep batch active learning by diverse, uncertain gradient lower bounds.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Deep batch active learning by diverse, uncertain gradient lower bounds

Reference 2

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This paper cites Azizi et al.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Azizi et al

Reference 3

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This paper cites Azizi, B.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Azizi, B

Reference 4

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This paper cites B., Strub F., Altch ´e F., and Tallec C.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation B., Strub F., Altch ´e F., and Tallec C

Reference 5

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This paper cites Assessing the generalizability of deep neural networks-based models for black skin lesions.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Assessing the generalizability of deep neural networks-based models for black skin lesions

Reference 6

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This paper cites Language Models are Few-Shot Learners.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Language Models are Few-Shot Learners

Reference 7

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This paper cites Caron et al.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Caron et al

Reference 8

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This paper cites Cassidy, A.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Cassidy, A

Reference 9

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This paper cites Brinker, and Julia Niebling.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Brinker, and Julia Niebling

Reference 10

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Unresolved cited work

Reference 11

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This paper cites Chen and K.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Chen and K

Reference 12

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Unresolved cited work

Reference 13

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Unresolved cited work

Reference 14

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This paper cites Validation of artificial intelligence prediction models for skin cancer diagnosis using dermoscopy images: the 2019 international skin imaging collaboration grand challenge.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Validation of artificial intelligence prediction models for skin cancer diagnosis using dermoscopy images: the 2019 international skin imaging collaboration grand challenge

Reference 15

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This paper cites Coustasse, R.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Coustasse, R

Reference 16

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This paper cites Disparities in dermatology AI performance on a diverse, curated clinical image set.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Disparities in dermatology AI performance on a diverse, curated clinical image set

Reference 17

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Unresolved cited work

Reference 18

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This paper cites Devlin, M.-W.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Devlin, M.-W

Reference 19

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This paper cites Doersch, A.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Doersch, A

Reference 20

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This paper cites Doersch and A.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Doersch and A

Reference 21

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This paper cites Adversarial Active Learning for Deep Networks: a Margin Based Approach.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Adversarial Active Learning for Deep Networks: a Margin Based Approach

Reference 22

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Unresolved cited work

Reference 23

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Deep bayesian active learning with image data

Reference 24

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This paper cites Lempitsky.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Lempitsky

Reference 25

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Deep Active Learning over the Long Tail

Reference 26

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Unsupervised Representation Learning by Predicting Image Rotations

Reference 27

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This paper cites Adversarial training based domain adaptation of skin cancer images.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Adversarial training based domain adaptation of skin cancer images

Reference 28

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This paper cites Discriminative active learning,.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Discriminative active learning,

Reference 29

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Unresolved cited work

Reference 30

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Unresolved cited work

Reference 31

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Unresolved cited work

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Unresolved cited work

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This paper cites Hern ´andez-P´erez, M.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Hern ´andez-P´erez, M

Reference 34

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Unresolved cited work

Reference 35

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This paper cites Divide and adapt: Active domain adaptation via customized learning.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Divide and adapt: Active domain adaptation via customized learning

Reference 36

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This paper cites Huang, A.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Huang, A

Reference 37

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This paper cites Dutt Jain and K.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Dutt Jain and K

Reference 38

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Mini- mum class confusion for versatile domain adaptation

Reference 39

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Unresolved cited work

Reference 40

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This paper cites Unsupervised domain adaptation in brain lesion segmentation with adversarial net- works.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Unsupervised domain adaptation in brain lesion segmentation with adversarial net- works

Reference 41

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This paper cites Benchmarking self-supervised learning on diverse pathology datasets.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Benchmarking self-supervised learning on diverse pathology datasets

Reference 42

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Unresolved cited work

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Unresolved cited work

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This paper cites Larsson, M.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Larsson, M

Reference 45

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Unresolved cited work

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Unresolved cited work

Reference 47

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Learning transferable features with deep adaptation networks

Reference 48

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Deep transfer learning with joint adaptation networks

Reference 49

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Unresolved cited work

Reference 50

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation AL- FREDO: Active learning with feature disentangelement and DOmain adaptation for medical image classification

Reference 51

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation What makes transfer learning work for medical images: Feature reuse & other factors

Reference 52

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This paper cites A scoping review of transfer learning research on medical image analysis using imagenet.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation A scoping review of transfer learning research on medical image analysis using imagenet

Reference 53

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This paper cites Supervised Transfer Learning at Scale for Medical Imaging.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Supervised Transfer Learning at Scale for Medical Imaging

Reference 54

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This paper cites Pathak, P.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Pathak, P

Reference 55

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This paper cites Active domain adaptation via clustering uncertainty- weighted embeddings.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Active domain adaptation via clustering uncertainty- weighted embeddings

Reference 56

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Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Maximum classifier discrepancy for unsupervised domain adaptation

Reference 57

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This paper cites Semi-supervised domain adaptation via minimax entropy.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Semi-supervised domain adaptation via minimax entropy

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:10:01.087763Z

Source-reported events for the cited work

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Observation bed2454f-45c5-485d-beef-f3c59069b5cc · outbound

This paper cites Scheffer, C.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Scheffer, C

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:10:01.074413Z

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Observation 16e7d698-d125-48cf-8e2d-7105a52c0a5c · outbound

This paper cites Sener and S.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Sener and S

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:10:01.061780Z

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Observation f554f3d7-a3eb-4405-95eb-ee9f639dd8cd · outbound

This paper cites Shetty, R.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Shetty, R

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:10:01.049069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2cca6cb6-16b1-471d-8579-46804dc1d495 · outbound

This paper cites Variational adversarial active learning.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Variational adversarial active learning

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:10:01.036333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d1e72f21-8fb3-4b5f-a746-c53b39b17672 · outbound

This paper cites Sowrirajan, J.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Sowrirajan, J

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:10:01.024436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e928c83a-0453-487e-99ba-e016a7a25a32 · outbound

This paper cites an unresolved cited work.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:10:01.009174Z

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Observation ffbd64cb-cc25-46c6-8ab0-9d38cd374ac3 · outbound

This paper cites Active adversarial domain adaptation.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Active adversarial domain adaptation

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:10:00.996251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1662d8c3-d34d-4b9e-89cc-3a1a9cae7dc4 · outbound

This paper cites an unresolved cited work.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Unresolved cited work

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-12T05:10:00.365659Z

Source-reported events for the cited work

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Observation abe00f7b-ff1f-47f3-aab0-28b3bcbcfe5a · outbound

This paper cites Tsai, W.-C.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Tsai, W.-C

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:10:00.984448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 858f3f93-c19c-4075-be7c-fa8cde803dac · outbound

This paper cites Tschandl et al.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Tschandl et al

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:10:00.973225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a2cb7fdf-f575-4c0b-ba77-837d2b4fd93c · outbound

This paper cites Tschandl, C.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Tschandl, C

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:10:00.961673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 388f4dd8-1a4f-4653-8635-400c46d266a4 · outbound

This paper cites Adversarial discriminative domain adaptation.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Adversarial discriminative domain adaptation

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:10:00.949541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4595e558-ad49-4a24-8d9a-587057e239d4 · outbound

This paper cites Useini, S.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Useini, S

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:10:00.934794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation be8065f2-47c0-452d-aa9f-1cde541604f6 · outbound

This paper cites A new active labeling method for deep learning.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation A new active labeling method for deep learning

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:10:00.923024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 648bcda8-5b67-4d07-b3d1-9a0c8bbf02a5 · outbound

This paper cites Achieving reliable and fair skin lesion diagnosis via unsupervised domain adaptation.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Achieving reliable and fair skin lesion diagnosis via unsupervised domain adaptation

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:10:00.909106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cda6795e-b3e3-4d7f-942d-ad7b2c04e961 · outbound

This paper cites an unresolved cited work.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Unresolved cited work

Reference 74

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:10:00.895884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f4556506-b8bf-4f34-a138-cb53f8bcc324 · outbound

This paper cites Skin cancer classification with deep learning: A systematic review.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Skin cancer classification with deep learning: A systematic review

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:10:00.884138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 61aa8633-06a4-4938-ac0e-e0cdd269a599 · outbound

This paper cites Self-supervised domain adaptation for computer vision tasks.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Self-supervised domain adaptation for computer vision tasks

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:10:00.871124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d3fde95a-4b35-4224-aaa3-f58aa9181b37 · outbound

This paper cites an unresolved cited work.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Unresolved cited work

Reference 77

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:10:00.856826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 14896fd8-1736-4c62-9c3e-8a8b6bf41a70 · outbound

This paper cites Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-12T05:10:00.411871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 645f9895-a780-4020-8e05-6cae1e059c5d · outbound

This paper cites an unresolved cited work.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Unresolved cited work

Reference 79

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:10:00.842473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e15af666-16db-44d7-a928-205c9c29b225 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-12T05:10:00.167908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e1b5600-eb4b-4ad6-bc8e-49057705156c · outbound

This paper cites Discriminative Active Learning.

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation Discriminative Active Learning

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-12T05:10:00.215061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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