What is the role of memorization in Continual Learning? | Paper Citation Record

Observation 230197ec-0943-42a2-a385-b872dbc26bdb · outbound

This paper cites Curran Associates Inc., Red Hook, NY , USA, 2019.

What is the role of memorization in Continual Learning? Curran Associates Inc., Red Hook, NY , USA, 2019

Reference 1

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Observation 632fda50-b8be-4c24-9826-25c81b6a4754 · outbound

This paper cites The curious case of benign memorization.

What is the role of memorization in Continual Learning? The curious case of benign memorization

Reference 2

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This paper cites Kanwal, Tegan Maharaj, Asja Fischer, Aaron Courville, Yoshua Bengio, and Simon Lacoste-Julien.

What is the role of memorization in Continual Learning? Kanwal, Tegan Maharaj, Asja Fischer, Aaron Courville, Yoshua Bengio, and Simon Lacoste-Julien

Reference 3

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This paper cites Class-incremental continual learning into the extended der-verse.

What is the role of memorization in Continual Learning? Class-incremental continual learning into the extended der-verse

Reference 5

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This paper cites Dark experience for general continual learning: a strong, simple baseline.

What is the role of memorization in Continual Learning? Dark experience for general continual learning: a strong, simple baseline

Reference 6

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This paper cites Rethinking Experience Replay: a Bag of Tricks for Continual Learning.

What is the role of memorization in Continual Learning? Rethinking Experience Replay: a Bag of Tricks for Continual Learning

Reference 7

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This paper cites New insights on reducing abrupt representation change in online continual learning.

What is the role of memorization in Continual Learning? New insights on reducing abrupt representation change in online continual learning

Reference 8

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This paper cites Towards Evaluating the Robustness of Neural Networks.

What is the role of memorization in Continual Learning? Towards Evaluating the Robustness of Neural Networks

Reference 9

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Observation 8b527257-0c42-4cc9-9692-af89f5c1d9ef · outbound

This paper cites The secret sharer: evaluating and testing unintended memorization in neural networks.

What is the role of memorization in Continual Learning? The secret sharer: evaluating and testing unintended memorization in neural networks

Reference 10

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Observation 5f19699f-1254-40db-8799-504c4925a49c · outbound

This paper cites Dokania, Thalaiyasingam Ajanthan, and Philip H.

What is the role of memorization in Continual Learning? Dokania, Thalaiyasingam Ajanthan, and Philip H

Reference 11

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This paper cites Efficient lifelong learning with a-GEM.

What is the role of memorization in Continual Learning? Efficient lifelong learning with a-GEM

Reference 12

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Observation c0ffad0a-3ca4-415a-9d32-b61a9cec9d7f · outbound

This paper cites On Tiny Episodic Memories in Continual Learning.

What is the role of memorization in Continual Learning? On Tiny Episodic Memories in Continual Learning

Reference 13

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Observation 8b3688c7-61b6-4a52-9f58-6fe7ea09e161 · outbound

This paper cites Developments in mlflow: A system to accelerate the machine learning life- cycle.

What is the role of memorization in Continual Learning? Developments in mlflow: A system to accelerate the machine learning life- cycle

Reference 14

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This paper cites Lifelong Machine Learning.

What is the role of memorization in Continual Learning? Lifelong Machine Learning

Reference 15

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This paper cites Online bias correction for task-free continual learning.

What is the role of memorization in Continual Learning? Online bias correction for task-free continual learning

Reference 16

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Observation 47e6a833-7936-4d09-9744-50302fbe322d · outbound

This paper cites Continual Learning with Differential Privacy.

What is the role of memorization in Continual Learning? Continual Learning with Differential Privacy

Reference 17

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Observation 7daa928b-b8e4-43ef-bcfb-d4dc6d387d2d · outbound

This paper cites Does Learning Require Memorization? A Short Tale about a Long Tail.

What is the role of memorization in Continual Learning? Does Learning Require Memorization? A Short Tale about a Long Tail

Reference 18

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This paper cites What Neural Networks Memorize and Why: Discovering the Long Tail via Influence Estimation.

What is the role of memorization in Continual Learning? What Neural Networks Memorize and Why: Discovering the Long Tail via Influence Estimation

Reference 19

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Observation 24fa1d6a-65ae-43da-8dab-5d64946ee077 · outbound

This paper cites Catastrophic forgetting in connectionist networks.

What is the role of memorization in Continual Learning? Catastrophic forgetting in connectionist networks

Reference 20

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Observation 7491be5c-8a40-4f93-9fdd-474c04dc051a · outbound

This paper cites On the diminishing returns of width for continual learning.

What is the role of memorization in Continual Learning? On the diminishing returns of width for continual learning

Reference 21

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Observation c4780c6e-0e7c-49e3-bf4d-76af00ac4af4 · outbound

This paper cites Predicting the Susceptibility of Examples to Catastrophic Forgetting.

What is the role of memorization in Continual Learning? Predicting the Susceptibility of Examples to Catastrophic Forgetting

Reference 22

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Observation abdd1626-2cd5-4069-8c9c-cbb02a669b05 · outbound

This paper cites Bilevel coreset selection in continual learning: A new formulation and algorithm.

What is the role of memorization in Continual Learning? Bilevel coreset selection in continual learning: A new formulation and algorithm

Reference 23

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This paper cites Grasp: A rehearsal policy for efficient online continual learning, 2024.

What is the role of memorization in Continual Learning? Grasp: A rehearsal policy for efficient online continual learning, 2024

Reference 24

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Observation 078c7304-b08d-4409-b6fe-073c593c4361 · outbound

This paper cites What variables affect out-of-distribution generalization in pretrained models? In The Thirty- eighth Annual Conference on Neural Information Processing Systems , 2024.

What is the role of memorization in Continual Learning? What variables affect out-of-distribution generalization in pretrained models? In The Thirty- eighth Annual Conference on Neural Information Processing Systems , 2024

Reference 25

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Observation e4e4eab0-9dd6-4775-9cc1-e86006c1fa36 · outbound

This paper cites Deep residual learning for image recognition.

What is the role of memorization in Continual Learning? Deep residual learning for image recognition

Reference 26

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Observation 8f45c5d3-4b6e-45fc-b5b1-f25d20352d51 · outbound

This paper cites Knowledge accumulation in continually learned representations and the issue of feature forgetting.

What is the role of memorization in Continual Learning? Knowledge accumulation in continually learned representations and the issue of feature forgetting

Reference 27

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This paper cites Measuring forgetting of memorized training examples.

What is the role of memorization in Continual Learning? Measuring forgetting of memorized training examples

Reference 28

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This paper cites Overcoming catastrophic forgetting in neural networks.

What is the role of memorization in Continual Learning? Overcoming catastrophic forgetting in neural networks

Reference 29

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Observation 1ee4bd10-d747-4067-80b2-91fb66d5e8de · outbound

This paper cites Optimal continual learning has perfect memory and is np-hard.

What is the role of memorization in Continual Learning? Optimal continual learning has perfect memory and is np-hard

Reference 30

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Observation ba08e83c-e8f5-44ce-a61e-ae23d852ea91 · outbound

This paper cites Learning multiple layers of features from tiny images.

What is the role of memorization in Continual Learning? Learning multiple layers of features from tiny images

Reference 31

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This paper cites On the privacy effect of data enhancement via the lens of memorization.

What is the role of memorization in Continual Learning? On the privacy effect of data enhancement via the lens of memorization

Reference 32

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This paper cites Learning without forgetting.

What is the role of memorization in Continual Learning? Learning without forgetting

Reference 33

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Observation 7810bdcf-60f0-485f-80f4-02ad5a5f9cc0 · outbound

This paper cites Benchmarking Continual Learning from Cognitive Perspectives.

What is the role of memorization in Continual Learning? Benchmarking Continual Learning from Cognitive Perspectives

Reference 34

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This paper cites Gradient episodic memory for continual learning.

What is the role of memorization in Continual Learning? Gradient episodic memory for continual learning

Reference 35

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This paper cites Decoupled weight decay regularization.

What is the role of memorization in Continual Learning? Decoupled weight decay regularization

Reference 36

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This paper cites Bagdanov.

What is the role of memorization in Continual Learning? Bagdanov

Reference 37

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This paper cites Characterizing Datapoints via Second-Split Forgetting.

What is the role of memorization in Continual Learning? Characterizing Datapoints via Second-Split Forgetting

Reference 38

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This paper cites Mozer, Hanie Sedghi, Zachary C.

What is the role of memorization in Continual Learning? Mozer, Hanie Sedghi, Zachary C

Reference 39

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This paper cites Class-incremental learning: survey and performance evaluation on image classification.

What is the role of memorization in Continual Learning? Class-incremental learning: survey and performance evaluation on image classification

Reference 40

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This paper cites Wide neural networks forget less catastrophically.

What is the role of memorization in Continual Learning? Wide neural networks forget less catastrophically

Reference 41

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This paper cites Privacy-aware lifelong learning.

What is the role of memorization in Continual Learning? Privacy-aware lifelong learning

Reference 42

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This paper cites Semi- supervised knowledge transfer for deep learning from private training data.

What is the role of memorization in Continual Learning? Semi- supervised knowledge transfer for deep learning from private training data

Reference 43

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This paper cites Memory bounds for continual learning.

What is the role of memorization in Continual Learning? Memory bounds for continual learning

Reference 44

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This paper cites FeTrIL: Feature Translation for Exemplar-Free Class-Incremental Learning.

What is the role of memorization in Continual Learning? FeTrIL: Feature Translation for Exemplar-Free Class-Incremental Learning

Reference 45

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This paper cites Progressive Neural Networks.

What is the role of memorization in Continual Learning? Progressive Neural Networks

Reference 46

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This paper cites Markosyan, Luke Zettlemoyer, and Armen Aghajanyan.

What is the role of memorization in Continual Learning? Markosyan, Luke Zettlemoyer, and Armen Aghajanyan

Reference 47

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Observation 204a5eed-85f0-45d8-bd61-07358d2fd01f · outbound

This paper cites Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models.

What is the role of memorization in Continual Learning? Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models

Reference 48

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This paper cites GCR: Gradient Coreset based Replay Buffer Selection for Continual Learning.

What is the role of memorization in Continual Learning? GCR: Gradient Coreset based Replay Buffer Selection for Continual Learning

Reference 49

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This paper cites Privacy Leakage via Output Label Space and Differentially Private Continual Learning.

What is the role of memorization in Continual Learning? Privacy Leakage via Output Label Space and Differentially Private Continual Learning

Reference 50

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This paper cites Coreset selection via reducible loss in continual learning.

What is the role of memorization in Continual Learning? Coreset selection via reducible loss in continual learning

Reference 51

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This paper cites Three scenarios for continual learning.

What is the role of memorization in Continual Learning? Three scenarios for continual learning

Reference 52

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This paper cites Memorization in deep learning: A survey.

What is the role of memorization in Continual Learning? Memorization in deep learning: A survey

Reference 53

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This paper cites Tiny imagenet challenge.

What is the role of memorization in Continual Learning? Tiny imagenet challenge

Reference 54

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Observation c456b22d-ec4e-4c6c-9b6d-f2d815bb6b10 · outbound

This paper cites Der: Dynamically expandable representation for class incremental learning.

What is the role of memorization in Continual Learning? Der: Dynamically expandable representation for class incremental learning

Reference 55

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This paper cites Lifelong learning with dynamically expandable networks.

What is the role of memorization in Continual Learning? Lifelong learning with dynamically expandable networks

Reference 56

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This paper cites Understanding deep learning requires rethinking generalization, 2017.

What is the role of memorization in Continual Learning? Understanding deep learning requires rethinking generalization, 2017

Reference 57

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Observation f0efc698-1926-4b8f-bf95-aaf2d3b1e7cd · outbound

This paper cites Counterfactual memorization in neural language models.

What is the role of memorization in Continual Learning? Counterfactual memorization in neural language models

Reference 58

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Observation a2ba7a38-7ffc-48d6-969f-926d8a70ea00 · outbound

This paper cites Proba- bilistic bilevel coreset selection.

What is the role of memorization in Continual Learning? Proba- bilistic bilevel coreset selection

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:09.192478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9e5af45c-4169-470d-b9d3-1557964d3c35 · outbound

This paper cites an unresolved cited work.

What is the role of memorization in Continual Learning? Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:46:09.052806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5279ca4d-883d-4c3f-b702-c6da90cdb4ba · outbound

This paper cites an unresolved cited work.

What is the role of memorization in Continual Learning? Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:46:08.888640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 579ede82-7fe5-4d59-95a4-82fe885f7b7f · outbound

This paper cites an unresolved cited work.

What is the role of memorization in Continual Learning? Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:46:08.765890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 807b3ac0-5357-4d4e-96d2-2f1cda5a6193 · outbound

This paper cites This is a standard set of augmentations that is available in Torchvision library.

What is the role of memorization in Continual Learning? This is a standard set of augmentations that is available in Torchvision library

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:08.593566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4379ce50-e4cb-4b28-a567-9c88c8f5c92e · outbound

This paper cites Guidelines: • The answer NA means that the abstract and introduction do not include the claims made in the paper.

What is the role of memorization in Continual Learning? Guidelines: • The answer NA means that the abstract and introduction do not include the claims made in the paper

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:08.421711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c242210a-60f2-4c5b-8057-4c7b19343fae · outbound

This paper cites Limitations.

What is the role of memorization in Continual Learning? Limitations

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:08.249753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8b72b4ff-a9f2-4d24-8907-15b470b85bf1 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include theoretical results.

What is the role of memorization in Continual Learning? Guidelines: • The answer NA means that the paper does not include theoretical results

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:08.091179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ecbd24e7-7ee9-4f70-8d93-beadfc20b392 · outbound

This paper cites We provide information about implementation of the proposed algorithm in Appendix G with listing containing pseudocode.

What is the role of memorization in Continual Learning? We provide information about implementation of the proposed algorithm in Appendix G with listing containing pseudocode

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:07.940719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bd930a96-38ce-4138-9a34-5c79782beb6b · outbound

This paper cites We will also provide .zip package with repository to our submission.

What is the role of memorization in Continual Learning? We will also provide .zip package with repository to our submission

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:07.754667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation dba2fa17-28cd-43a1-a72f-135d19b70891 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

What is the role of memorization in Continual Learning? Guidelines: • The answer NA means that the paper does not include experiments

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:07.532169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3720871d-3ff1-4c6f-96d2-89884aee4964 · outbound

This paper cites We do not provide error bars for plots with with task accuracy for test data and samples with memorization score above some threshold.

What is the role of memorization in Continual Learning? We do not provide error bars for plots with with task accuracy for test data and samples with memorization score above some threshold

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:07.339161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4926fa0b-d6fa-44ce-ac18-8ed06b341b05 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

What is the role of memorization in Continual Learning? Guidelines: • The answer NA means that the paper does not include experiments

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:07.171264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 16da7bad-10f6-477d-ae5a-998e0dd69b59 · outbound

This paper cites Guidelines: • The answer NA means that the authors have not reviewed the NeurIPS Code of Ethics.

What is the role of memorization in Continual Learning? Guidelines: • The answer NA means that the authors have not reviewed the NeurIPS Code of Ethics

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:07.000943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 18280414-5705-465c-a323-add0ce301304 · outbound

This paper cites Guidelines: • The answer NA means that there is no societal impact of the work performed.

What is the role of memorization in Continual Learning? Guidelines: • The answer NA means that there is no societal impact of the work performed

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:06.821854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation daf23fd4-b607-4ffa-bb23-6bac5cefd4dc · outbound

This paper cites Guidelines: • The answer NA means that the paper poses no such risks.

What is the role of memorization in Continual Learning? Guidelines: • The answer NA means that the paper poses no such risks

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:06.691731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 62e402aa-c948-486c-a742-3391372dd0d3 · outbound

This paper cites We provide versions of libraries used in environment specification in our repository.

What is the role of memorization in Continual Learning? We provide versions of libraries used in environment specification in our repository

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:06.484905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8bc3a83b-0817-41fc-8b87-3660f404eebc · outbound

This paper cites We only provide code with our experiments implementation, but we do not consider it an assets, as it not a library or framework.

What is the role of memorization in Continual Learning? We only provide code with our experiments implementation, but we do not consider it an assets, as it not a library or framework

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:06.304653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8c38c5eb-b6ec-4cb3-8ddc-0afb30344ee9 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects.

What is the role of memorization in Continual Learning? Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:06.083381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 582f5eb5-3024-40f3-bd0e-a6525fb8413e · outbound

This paper cites Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects.

What is the role of memorization in Continual Learning? Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:05.901226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 39322750-2980-4688-aee2-4c9a75ef5561 · outbound

This paper cites Answer: [NA] Justification: Our work does not involve LLMs.

What is the role of memorization in Continual Learning? Answer: [NA] Justification: Our work does not involve LLMs

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:05.742378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b00fdcf9-71a2-4352-88d0-66f0cfdb882f · outbound

This paper cites an unresolved cited work.

What is the role of memorization in Continual Learning? Unresolved cited work

Reference 2018

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:46:10.039818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation eaf70dc2-dc58-47a6-b179-9786d8f8a64e · outbound

This paper cites an unresolved cited work.

What is the role of memorization in Continual Learning? Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:46:15.895578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a5c541b3-1f11-4961-aea6-f1e22ca1f5f0 · outbound

This paper cites URL https://doi.org/10.1109/TIFS.2024.

What is the role of memorization in Continual Learning? URL https://doi.org/10.1109/TIFS.2024

Reference 6013

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T14:46:04.701668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers