Paper Citation Record · LEDGER

Privacy-Aware Lifelong Learning

As of 17 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2505.10941.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.10941 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:08:49.948775Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-25T08:28:39.748595Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-25T08:30:31.758117Z

Reference resolution

32 of 32 outbound references displayed

verified exact0
verified fuzzy11
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 23446c44-22d3-409d-b97e-8c601826c0c2 · outbound

This paper cites an unresolved cited work.

Privacy-Aware Lifelong Learning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:08:50.447273Z

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 6fb8207f-30d0-4178-854f-cc39755140c2 · outbound

This paper cites On Tiny Episodic Memories in Continual Learning.

Privacy-Aware Lifelong Learning On Tiny Episodic Memories in Continual Learning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:49.291703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d4b1d00-0c3a-4532-a8fe-f634b6a31b7c · outbound

This paper cites SAFE: Machine Unlearning With Shard Graphs.

Privacy-Aware Lifelong Learning SAFE: Machine Unlearning With Shard Graphs

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:49.409446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1db49a58-445e-4b90-92e9-b8e5e64a154a · outbound

This paper cites Making AI forget you: Data deletion in machine learning.

Privacy-Aware Lifelong Learning Making AI forget you: Data deletion in machine learning

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:08:50.989106Z

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 73d1250d-64ec-4c84-9c85-9f0d84aaaa5e · outbound

This paper cites Towards Adversarial Evaluations for Inexact Machine Unlearning.

Privacy-Aware Lifelong Learning Towards Adversarial Evaluations for Inexact Machine Unlearning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:49.438374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d137c64e-8ef8-41aa-8984-41368f1738fd · outbound

This paper cites Continual Learning via Neural Pruning.

Privacy-Aware Lifelong Learning Continual Learning via Neural Pruning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:49.443668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 194e8e95-0358-4634-a6b6-cf522fc63b86 · outbound

This paper cites icarl: Incremental classifier and representation learning.

Privacy-Aware Lifelong Learning icarl: Incremental classifier and representation learning

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:08:50.872261Z

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 4cfb42b7-0b15-4d8c-af64-1540a6dff0bb · outbound

This paper cites Progressive Neural Networks.

Privacy-Aware Lifelong Learning Progressive Neural Networks

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:49.519495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e30dadc5-8ba7-42c9-aabb-967a1b28d382 · outbound

This paper cites Membership inference at- tacks against machine learning models.

Privacy-Aware Lifelong Learning Membership inference at- tacks against machine learning models

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:08:50.855890Z

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 d68db0c5-9799-4d5a-994c-092dded6aa0e · outbound

This paper cites A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning.

Privacy-Aware Lifelong Learning A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:49.670476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a86b8f44-c430-48ab-ae60-62ec27da5151 · outbound

This paper cites Lifelong Learning with Dynamically Expandable Networks.

Privacy-Aware Lifelong Learning Lifelong Learning with Dynamically Expandable Networks

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:49.676435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d72514bb-7b0d-4e52-938d-a9c46b25ae30 · outbound

This paper cites LegoNet: A Fast and Exact Unlearning Architecture.

Privacy-Aware Lifelong Learning LegoNet: A Fast and Exact Unlearning Architecture

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:49.682643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 390509d7-c75b-4f45-9b04-078d0131e85c · outbound

This paper cites To Be Forgotten or To Be Fair: Unveiling Fairness Implications of Machine Unlearning Methods.

Privacy-Aware Lifelong Learning To Be Forgotten or To Be Fair: Unveiling Fairness Implications of Machine Unlearning Methods

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:49.718904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0f0aa28-97ff-40e3-b8c6-88ff05995ae1 · outbound

This paper cites an unresolved cited work.

Privacy-Aware Lifelong Learning Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:08:50.798183Z

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 f6f0afe2-414d-49a0-b2c7-22a495586fb6 · outbound

This paper cites We did not have trainable parameters in the batch-norm or layer-norm layers of these models.

Privacy-Aware Lifelong Learning We did not have trainable parameters in the batch-norm or layer-norm layers of these models

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:08:50.724644Z

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 e7c39897-e6e7-47ca-a3e2-8f7e64f3edd4 · outbound

This paper cites an unresolved cited work.

Privacy-Aware Lifelong Learning Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:08:50.683535Z

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 52d2ebd9-fbae-459d-9daa-7f578606fdc7 · outbound

This paper cites an unresolved cited work.

Privacy-Aware Lifelong Learning Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:08:50.626433Z

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 56747f3f-cdcd-4643-9668-7dfee8d8c771 · outbound

This paper cites Note that we keep the final classifier layer structure of the models hardwired based on the associated class neurons, such that there was no score optimization performed.

Privacy-Aware Lifelong Learning Note that we keep the final classifier layer structure of the models hardwired based on the associated class neurons, such that there was no score optimization performed

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:08:50.583031Z

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 3c09f374-e8c9-4d8b-9402-af59da9d29e8 · outbound

This paper cites Therefore, a mem- ory buffer and parameter retraining is necessary to balance exact unlearn- ing.

Privacy-Aware Lifelong Learning Therefore, a mem- ory buffer and parameter retraining is necessary to balance exact unlearn- ing

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:08:50.514304Z

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 ba2d4989-fee7-419e-8ad8-ef6978ad723d · outbound

This paper cites an unresolved cited work.

Privacy-Aware Lifelong Learning Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:08:50.386115Z

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 e12076be-58e9-4671-b1ea-58cd0dde3499 · outbound

This paper cites ER (Retraining).

Privacy-Aware Lifelong Learning ER (Retraining)

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:08:50.277827Z

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 45fe6127-9121-45ab-93af-df66ed5f09a8 · outbound

This paper cites an unresolved cited work.

Privacy-Aware Lifelong Learning Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:08:50.233280Z

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 28aa3bf8-69ac-49c8-bfc8-4e979b4c9ca4 · outbound

This paper cites an unresolved cited work.

Privacy-Aware Lifelong Learning Unresolved cited work

Reference 100

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:08:50.343377Z

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 4d291f0c-0242-47b2-82a0-8fbe3d3e36d5 · outbound

This paper cites A Unified Framework for Continual Learning and Unlearning.

Privacy-Aware Lifelong Learning A Unified Framework for Continual Learning and Unlearning

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:49.243194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26f13ba1-b7b0-4bc4-8c27-dba70829bc4b · outbound

This paper cites Continual learning and private unlearning.

Privacy-Aware Lifelong Learning Continual learning and private unlearning

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:08:50.922777Z

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 da53d524-93d7-4ca1-b579-c6f4b2b4f33a · outbound

This paper cites Machine unlearning.

Privacy-Aware Lifelong Learning Machine unlearning

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:08:51.074079Z

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 24e5b194-1b3a-4ff6-ac22-786be7232ad0 · outbound

This paper cites When machine unlearning jeopardizes privacy.

Privacy-Aware Lifelong Learning When machine unlearning jeopardizes privacy

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:08:51.007733Z

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 9b205956-fcc7-4f64-aa94-72c5e0679136 · outbound

This paper cites Towards making systems forget with machine unlearning.

Privacy-Aware Lifelong Learning Towards making systems forget with machine unlearning

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:08:51.058631Z

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 51734bf1-74c9-4d4a-a829-ef0e1b27a97a · outbound

This paper cites Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy.

Privacy-Aware Lifelong Learning Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:49.488893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97bf3aa3-04d4-47ba-b8f5-09df792848b2 · outbound

This paper cites Continual Learning and Catastrophic Forgetting.

Privacy-Aware Lifelong Learning Continual Learning and Catastrophic Forgetting

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:49.556472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37e87ebc-a3fe-4199-9658-5af2a6b2b3e8 · outbound

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

Privacy-Aware Lifelong Learning An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:49.356021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e8b9a5e-4df9-47c2-ab7f-7c01e7a1de72 · outbound

This paper cites Continual learning with hypernetworks.

Privacy-Aware Lifelong Learning Continual learning with hypernetworks

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:49.629001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 21c763df-e069-48b1-b281-801289a7748b · inbound

Forget What's Sensitive, Remember What Matters: Token-Level Differential Privacy in Memory Sculpting for Continual Learning cites this paper.

Forget What's Sensitive, Remember What Matters: Token-Level Differential Privacy in Memory Sculpting for Continual Learning Privacy-Aware Lifelong Learning

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-25T08:30:31.760986Z

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.