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Paper Citation Record · LEDGER

Family Matters: A Systematic Study of Spatial vs. Frequency Masking for Continual Test-Time Adaptation

As of 9 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 0 inbound Pith citation observations for arXiv:2512.08048.

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

pith.paper-citation-record.v1
2512.08048 v3

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T17:50:39.854813Z

measured 10 of 10 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

10 of 10 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved10
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 20faf95d-a30f-48b4-863e-bdf39daeba42 · outbound

This paper cites an unresolved cited work.

Family Matters: A Systematic Study of Spatial vs. Frequency Masking for Continual Test-Time Adaptation Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-03T17:50:39.810661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T17:50:39.810661Z digest=sha256:ca77d2e64527f959a5e169fcafce18d5a3ea039fae2c29ffe021350678d2b396

Observation b6fdc7f2-c83f-41b2-9e6d-c619ee4afe2a · outbound

This paper cites Beyond Model Adaptation at Test Time: A Survey.

Family Matters: A Systematic Study of Spatial vs. Frequency Masking for Continual Test-Time Adaptation Beyond Model Adaptation at Test Time: A Survey

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-03T17:50:39.546803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T17:50:39.546803Z digest=sha256:e3a37537391440eef492abd595a602fd4883ae17719ad2d8bcba4bb37c2cfe91

Observation 64139432-cabf-435a-877f-528dd36c3cdc · outbound

This paper cites Simmim: a simple framework for masked image modeling.2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),.

Family Matters: A Systematic Study of Spatial vs. Frequency Masking for Continual Test-Time Adaptation Simmim: a simple framework for masked image modeling.2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-03T17:50:39.597065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T17:50:39.597065Z digest=sha256:07c13a64c9f9357d152c7b5d93339762404bf9e156b3f28f0493503b7a3aa358

Observation f435e211-881c-412f-ad0a-b5b9af3c16f9 · outbound

This paper cites Robust test-time adaptation in dynamic scenarios.2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),.

Family Matters: A Systematic Study of Spatial vs. Frequency Masking for Continual Test-Time Adaptation Robust test-time adaptation in dynamic scenarios.2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-03T17:50:39.662839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T17:50:39.662839Z digest=sha256:2c8cc73d461056c80b6d34f04750f4ca309a673155d7d687d36c4f71281afb9f

Observation a1127f4d-b4ca-47d3-867c-7bdda7da8bba · outbound

This paper cites Ot-vp: Optimal transport-guided visual prompting for test-time adaptation.

Family Matters: A Systematic Study of Spatial vs. Frequency Masking for Continual Test-Time Adaptation Ot-vp: Optimal transport-guided visual prompting for test-time adaptation

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-03T17:50:39.721029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T17:50:39.721029Z digest=sha256:b815a13ea8d29cd9782f54e536ae66a6a1e9718ae9cc51fcf32ad4e7aca7cf39

Observation 91e69277-366a-4869-85fa-414ebd3a1614 · outbound

This paper cites an unresolved cited work.

Family Matters: A Systematic Study of Spatial vs. Frequency Masking for Continual Test-Time Adaptation Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-03T17:50:39.854813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T17:50:39.854813Z digest=sha256:8deba54aa68424614ff01a76c4c75ba225b3c916fe9eaf6255a624eea6dd222f

Observation 498fff48-f546-4ba0-83a0-8ca3473bbeb3 · outbound

This paper cites Fremim: Fourier transform meets masked image modeling for medical image segmentation.2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV),.

Family Matters: A Systematic Study of Spatial vs. Frequency Masking for Continual Test-Time Adaptation Fremim: Fourier transform meets masked image modeling for medical image segmentation.2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV),

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-03T17:50:39.432367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T17:50:39.432367Z digest=sha256:b0758754fa181eded74b388ac671ed5ebc5c6e106a6199fa1c590e295031f1ac

Observation 9354552b-299a-48fa-81a0-a8d5d3951f36 · outbound

This paper cites Is Less More? Exploring Token Condensation as Training-free Test-time Adaptation.

Family Matters: A Systematic Study of Spatial vs. Frequency Masking for Continual Test-Time Adaptation Is Less More? Exploring Token Condensation as Training-free Test-time Adaptation

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-03T17:50:39.491675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T17:50:39.491675Z digest=sha256:375e7b3b1b989c8f0d4141bfac003be68cc08d63eb7300653c675b2ba6fee333

Observation 6200cc6e-efd8-44b6-8a78-6dcb0adc2c56 · outbound

This paper cites doi: 10.1007/ s11263-024-02181-w.

Family Matters: A Systematic Study of Spatial vs. Frequency Masking for Continual Test-Time Adaptation doi: 10.1007/ s11263-024-02181-w

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-03T17:50:39.364225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T17:50:39.364225Z digest=sha256:ae7f606808548c9ecbcf8fdfa387600940ec9cd8cdc38adf795ef16d965169a8

Observation af596ee9-149f-49cd-95af-f7a826683553 · outbound

This paper cites Girshick.

Family Matters: A Systematic Study of Spatial vs. Frequency Masking for Continual Test-Time Adaptation Girshick

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-03T17:50:39.298233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T17:50:39.298233Z digest=sha256:7dd44c17028e02ac17bd63035548639c7d894899192833234e53248f1289edbd

Pith citing papers

No inbound Pith citation observations are available.