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Paper Citation Record · LEDGER

Knowledge Swapping via Learning and Unlearning

As of 9 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2502.08075.

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

pith.paper-citation-record.v1
2502.08075 v2

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T10:59:57.168424Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

16 of 16 outbound references displayed

  • verified exact0
  • verified fuzzy2
  • unresolved14
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4607647c-a395-4f50-b957-eaab29e919ed · outbound

This paper cites K., and Hays, J.

Knowledge Swapping via Learning and Unlearning K., and Hays, J

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T10:59:57.414820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T10:59:57.106111Z digest=sha256:f2844907fc30122486a0715cbf4bc3d0b004b18feecaab1626a7e7e903c74283

Observation 047b8138-436a-42e3-910d-fdb9643a2977 · outbound

This paper cites M., Vedaldi, A., Zisserman, A., and Jawahar, C.

Knowledge Swapping via Learning and Unlearning M., Vedaldi, A., Zisserman, A., and Jawahar, C

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-08T10:59:57.137791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:59:57.137791Z digest=sha256:199ee88cb4a2e2a1d37538e42941a09e85f2d66c6482d5d4895a12e2b9d68052

Observation 09f3a61c-6e5d-4d71-9f0f-88dc62c6465a · outbound

This paper cites The caltech-ucsd birds-200-2011 dataset.

Knowledge Swapping via Learning and Unlearning The caltech-ucsd birds-200-2011 dataset

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-08T10:59:57.153616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:59:57.153616Z digest=sha256:83a8b4cd7222550103e579a500a7ddc5dac42e4cc15d058e9496c1c6ecce13be

Observation badd270a-2383-4465-984c-bf8260317790 · outbound

This paper cites Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models.

Knowledge Swapping via Learning and Unlearning Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-08T10:59:57.163390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:59:57.163390Z digest=sha256:cb657b582361c6b93e8a0f83e5e206cc3116e2fe246785d8a0047156a6b9e08f

Observation fe6341ec-29ba-4198-b434-475652d8e154 · outbound

This paper cites A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning.

Knowledge Swapping via Learning and Unlearning A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-08T10:59:57.168424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:59:57.168424Z digest=sha256:b901c5a4a3a5b1c74d0b081e3505ab0083c986448923ed07c370eed4a51953be

Observation 56c96676-0a56-452d-b616-2d11f8ddbdd9 · outbound

This paper cites DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection.

Knowledge Swapping via Learning and Unlearning DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection

Reference 2006

Resolution
unresolved
no resolver link, observed 2026-08-08T10:59:57.158315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:59:57.158315Z digest=sha256:fe6a0325c1c1f07f4e43d0ae762b5349beaa9286b7bd28c180d97abb696f1681

Observation 8ec93c49-3498-4b0d-8348-196ef59e9c5d · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Knowledge Swapping via Learning and Unlearning LoRA: Low-Rank Adaptation of Large Language Models

Reference 2009

Resolution
unresolved
no resolver link, observed 2026-08-08T10:59:57.111179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:59:57.111179Z digest=sha256:15c18ed1eb425e375e2821ecc13d162e9de1a2cb5f0a9dd50a8b270a877f461b

Observation 1cec6b48-6f02-416c-81a6-ff389cc3d314 · outbound

This paper cites Deep- globe 2018: A challenge to parse the earth through satel- lite images.

Knowledge Swapping via Learning and Unlearning Deep- globe 2018: A challenge to parse the earth through satel- lite images

Reference 2011

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T10:59:57.433505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T10:59:57.095661Z digest=sha256:25fd708b41b53e22ce032097c4833018b182037f68b8e81ec3dc53338eb07e39

Observation 8b327be4-a6a7-442f-9cdf-6fe6abf61d8c · outbound

This paper cites an unresolved cited work.

Knowledge Swapping via Learning and Unlearning Unresolved cited work

Reference 2012

Resolution
unresolved
no resolver link, observed 2026-08-08T10:59:57.142566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:59:57.142566Z digest=sha256:c95d20b298b2fab29c51c00b95347596d402b26f590819eb3722c9d8356aa1ee

Observation e4a436bd-a0d4-4afe-9e8b-f3b88095dbcc · outbound

This paper cites Continual Learning with Recursive Gradient Optimization.

Knowledge Swapping via Learning and Unlearning Continual Learning with Recursive Gradient Optimization

Reference 2015

Resolution
unresolved
no resolver link, observed 2026-08-08T10:59:57.126934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:59:57.126934Z digest=sha256:31dde059ed0f53c80bdd4ecade30da5b6287e7ac40af35e2b7eb96c1b0e20373

Observation d4ab4374-e6b8-41c0-9dbf-880b85f94c34 · outbound

This paper cites Progressive Neural Networks.

Knowledge Swapping via Learning and Unlearning Progressive Neural Networks

Reference 2017

Resolution
unresolved
no resolver link, observed 2026-08-08T10:59:57.147938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:59:57.147938Z digest=sha256:659b93c25d798381a1a301c0bcef8cee2f91a8e61e25c3be985c6e9a3e8baa5d

Observation e2b99653-b0f4-4b8a-84fc-ee2f9bb4504a · outbound

This paper cites Transformer Feed-Forward Layers Are Key-Value Memories.

Knowledge Swapping via Learning and Unlearning Transformer Feed-Forward Layers Are Key-Value Memories

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-08T10:59:57.100746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:59:57.100746Z digest=sha256:2ea9182481ca5ce53df2ceba30343b7eef7559b4c76e224f77cac3293e210969

Observation e5fb0385-42c9-4c01-b42c-f100ad7e6655 · outbound

This paper cites LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic Surgery.

Knowledge Swapping via Learning and Unlearning LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic Surgery

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-08T10:59:57.088902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:59:57.088902Z digest=sha256:e4ab75b413a1b885a664803075726a8cd9a8a2d08636f0e0df7e83aedb255716

Observation 9eaf6612-b391-464a-99a2-ef01f4b73d78 · outbound

This paper cites Rethinking Machine Unlearning for Large Language Models.

Knowledge Swapping via Learning and Unlearning Rethinking Machine Unlearning for Large Language Models

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-08T10:59:57.132420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:59:57.132420Z digest=sha256:05e2effce36f9c3466f6098e5f754855eb90328f8e82345a044b091a1a2a4f8d

Observation 0bfd2dc2-dd0a-47fc-ae58-0fc212c32ddb · outbound

This paper cites an unresolved cited work.

Knowledge Swapping via Learning and Unlearning Unresolved cited work

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-08T10:59:57.121843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:59:57.121843Z digest=sha256:7229221dbe13920b8003c482710c633a552edc8d8df29111d156757b619bdf86

Observation b332ea78-f08b-408f-9918-56e2712eec27 · outbound

This paper cites ATLAS: Adapter-Based Multi-Modal Continual Learning with a Two-Stage Learning Strategy.

Knowledge Swapping via Learning and Unlearning ATLAS: Adapter-Based Multi-Modal Continual Learning with a Two-Stage Learning Strategy

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-08T10:59:57.116495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:59:57.116495Z digest=sha256:d01a9ab4a59379c5c0464a11ff94c931a7e3b1ceab45201910b1d227b54ce04c

Pith citing papers

No inbound Pith citation observations are available.