Paper Citation Record · LEDGER

Conformal Uncertainty Indicator for Continual Test-Time Adaptation

As of 13 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2502.02998.

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

pith.paper-citation-record.v1
2502.02998 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T10:27:50.115015Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

42 of 42 outbound references displayed

verified exact3
verified fuzzy30
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 269e7c3c-0dd1-43c9-a429-968f57525e86 · outbound

This paper cites Conformal prediction beyond exchangeability.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Conformal prediction beyond exchangeability

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.913436Z

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 d28ee1b9-6268-44aa-9d6f-1b9a29c33ffb · outbound

This paper cites Improved online conformal prediction via strongly adaptive online learning.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Improved online conformal prediction via strongly adaptive online learning

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.901136Z

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 585dc161-4bf0-415c-a430-3c1cfe8e0d12 · outbound

This paper cites A probabilistic framework for lifelong test-time adaptation.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation A probabilistic framework for lifelong test-time adaptation

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.889456Z

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 6fba8d4a-dd3d-4814-87b1-27a074f93ea2 · outbound

This paper cites Intelligible models for healthcare: Predicting pneumonia risk and hospital 30-day readmission.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Intelligible models for healthcare: Predicting pneumonia risk and hospital 30-day readmission

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.875804Z

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 98a7638f-57ab-425f-9afc-7de3c385864a · outbound

This paper cites SATA: Source Anchoring and Target Alignment Network for Continual Test Time Adaptation.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation SATA: Source Anchoring and Target Alignment Network for Continual Test Time Adaptation

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-09T10:27:50.496402Z

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 f77e35a5-136b-477a-8d34-e911e9487f84 · outbound

This paper cites A simple signal for domain shift.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation A simple signal for domain shift

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.861944Z

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 cfcd44ae-8654-4291-891c-72932b05f0d9 · outbound

This paper cites Each test image deserves a specific prompt: Continual test-time adaptation for 2d medical image segmentation.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Each test image deserves a specific prompt: Continual test-time adaptation for 2d medical image segmentation

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.850277Z

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 11170f83-55ce-4cc1-99b0-31d5f11ab3a2 · outbound

This paper cites Imagenet: A large-scale hierarchical image database.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Imagenet: A large-scale hierarchical image database

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.837904Z

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 5cfb15ab-b320-4247-b085-cce80142c91f · outbound

This paper cites Robust mean teacher for continual and gradual test-time adaptation.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Robust mean teacher for continual and gradual test-time adaptation

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.824213Z

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 7a9733a9-68b2-4eaa-a5dd-eaa1ad324f7e · outbound

This paper cites Non-Exchangeable Conformal Risk Control.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Non-Exchangeable Conformal Risk Control

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T10:27:50.005175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d3e191c-8a93-4133-b54f-2a8badab156b · outbound

This paper cites Plug-in martingales for testing exchangeability on-line.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Plug-in martingales for testing exchangeability on-line

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.808814Z

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 2df17d48-c354-4843-aeb8-448e3a3c64ae · outbound

This paper cites Dropout as a bayesian approximation: Representing model uncertainty in deep learning.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Dropout as a bayesian approximation: Representing model uncertainty in deep learning

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.793981Z

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 adc2012e-3287-4eb8-97d5-1219180db888 · outbound

This paper cites Conformal Inference for Online Prediction with Arbitrary Distribution Shifts.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Conformal Inference for Online Prediction with Arbitrary Distribution Shifts

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-09T10:27:50.017545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d978e58-da2b-4418-85bc-e046fe60ab90 · outbound

This paper cites Deep residual learning for image recognition.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Deep residual learning for image recognition

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.781040Z

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 b6534fe8-3afa-427f-9100-05615a017d5f · outbound

This paper cites Online domain adaptation of a pre-trained cascade of classifiers.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Online domain adaptation of a pre-trained cascade of classifiers

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.766862Z

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 37b577be-dd64-47f0-bdf9-d3adb26721aa · outbound

This paper cites Conformal Decision Theory: Safe Autonomous Decisions from Imperfect Predictions.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Conformal Decision Theory: Safe Autonomous Decisions from Imperfect Predictions

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T10:27:50.027622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8391eb55-d2da-4f67-88e7-cbfb342de987 · outbound

This paper cites Variational continual test-time adaptation.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Variational continual test-time adaptation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-09T10:27:50.031365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94603227-eab5-4686-a05d-48052b8ed3f9 · outbound

This paper cites Multi-domain multi-task rehearsal for lifelong learning.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Multi-domain multi-task rehearsal for lifelong learning

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.753338Z

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 b48fdf5a-e819-4677-9c5e-a386cdd50444 · outbound

This paper cites A simple baseline for bayesian uncertainty in deep learning.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation A simple baseline for bayesian uncertainty in deep learning

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.739751Z

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 9768ed7d-67ea-487b-b6f1-2044eecc0d3a · outbound

This paper cites Rdumb: A simple approach that questions our progress in continual test-time adaptation.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Rdumb: A simple approach that questions our progress in continual test-time adaptation

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.727449Z

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 c81ad206-88c1-4207-93a0-0bbb66d274f4 · outbound

This paper cites Post-hoc Calibration of Neural Networks by g-Layers.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Post-hoc Calibration of Neural Networks by g-Layers

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-09T10:27:50.044223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 579ee89b-e314-46a9-b7f9-fdf178ac32f5 · outbound

This paper cites Experience replay for continual learning.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Experience replay for continual learning

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.714096Z

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 d43311ca-c477-48cf-86b3-517fa0eb3b1e · outbound

This paper cites Least ambiguous set-valued classifiers with bounded error levels.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Least ambiguous set-valued classifiers with bounded error levels

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T10:27:50.051268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33eb61ec-b683-4222-ae6c-f5e6494fe6ff · outbound

This paper cites Controllable Continual Test-Time Adaptation.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Controllable Continual Test-Time Adaptation

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-09T10:27:50.188899Z

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 d88dc6e6-b61a-4dd0-a00c-ada12e0f3da3 · outbound

This paper cites Ar-tta: A simple method for real-world continual test-time adaptation.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Ar-tta: A simple method for real-world continual test-time adaptation

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.687700Z

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 d9bb9d04-0533-4e07-9d9b-ac9cdbb4c423 · outbound

This paper cites Exploring example influence in continual learning.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Exploring example influence in continual learning

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.676263Z

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 a042f76b-30aa-4641-89b8-f47c72a80a98 · outbound

This paper cites Test-time training with self-supervision for generalization under distribution shifts.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Test-time training with self-supervision for generalization under distribution shifts

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.663706Z

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 313c2d6d-4592-4579-8900-168ea4ec4d54 · outbound

This paper cites Less is More: Pseudo-Label Filtering for Continual Test-Time Adaptation.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Less is More: Pseudo-Label Filtering for Continual Test-Time Adaptation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-09T10:27:50.068302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3583caa-5982-4058-9910-91ecfc90e38a · outbound

This paper cites Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.651425Z

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 d77343b7-c080-4b07-9795-380f2d74037e · outbound

This paper cites Post-hoc uncertainty calibration for domain drift scenarios.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Post-hoc uncertainty calibration for domain drift scenarios

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.639163Z

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 8d3cb0d4-6c33-4fc5-9514-125ed20f09e5 · outbound

This paper cites Brain-inspired replay for continual learning with artificial neural networks.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Brain-inspired replay for continual learning with artificial neural networks

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-09T10:27:50.079423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1522e0d-ea63-4c6a-9d70-9adb64ed132e · outbound

This paper cites Inductive conformal martingales for change-point detection.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Inductive conformal martingales for change-point detection

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.619779Z

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 ae556fda-2c48-4351-8bfd-b675d3043881 · outbound

This paper cites Springer, 2005.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Springer, 2005

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-09T10:27:50.086068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78f91c0b-ad75-4658-812a-639046f95392 · outbound

This paper cites Computationally efficient versions of conformal predictive distributions.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Computationally efficient versions of conformal predictive distributions

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.599732Z

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 de49bb3e-a23f-4a41-a849-eeade3251563 · outbound

This paper cites Tent: Fully test-time adaptation by entropy minimization.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Tent: Fully test-time adaptation by entropy minimization

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.586624Z

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 53df82ba-b093-4c7e-bd4b-46b3710d7102 · outbound

This paper cites Continual test-time domain adaptation.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Continual test-time domain adaptation

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.573908Z

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 4593c398-4b7b-4711-bc2e-ff8f56a02442 · outbound

This paper cites Aggregated residual transformations for deep neural networks.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Aggregated residual transformations for deep neural networks

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.561053Z

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 3b3480ac-cc51-4c37-a4c5-bd619c869f34 · outbound

This paper cites Exploring safety supervision for continual test-time domain adaptation.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Exploring safety supervision for continual test-time domain adaptation

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.546917Z

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 1dc0afeb-c9a0-4ab0-a9ac-d961f3d7531e · outbound

This paper cites Test-time Recalibration of Conformal Predictors Under Distribution Shift Based on Unlabeled Examples.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Test-time Recalibration of Conformal Predictors Under Distribution Shift Based on Unlabeled Examples

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-08-09T10:27:50.157080Z

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 49572203-8f10-464b-8c31-8514f04e7d4e · outbound

This paper cites Adaptive conformal predictions for time series.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Adaptive conformal predictions for time series

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.533641Z

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 3132a3c5-6c0e-404f-a3a9-d381e7ce38ea · outbound

This paper cites Wide residual networks.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Wide residual networks

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.520885Z

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 631d4f96-4e85-4aa2-94c5-5ebcee44ce0f · outbound

This paper cites Coverage-guaranteed prediction sets for out-of-distribution data.

Conformal Uncertainty Indicator for Continual Test-Time Adaptation Coverage-guaranteed prediction sets for out-of-distribution data

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:27:50.509209Z

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.

Pith citing papers

No inbound Pith citation observations are available.