Paper Citation Record · LEDGER

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction

As of 10 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2508.18751.

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

pith.paper-citation-record.v1
2508.18751 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:17:39.832665Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

31 of 31 outbound references displayed

verified exact1
verified fuzzy24
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 18ca95bc-07ab-43d0-9776-4fbbfb70471e · outbound

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

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction A probabilistic framework for lifelong test-time adaptation

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:17:40.142204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 96d191f9-62b0-4943-aded-782037c0bbb8 · outbound

This paper cites Contrastive test-time adaptation.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Contrastive test-time adaptation

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:17:40.132645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 625c7f5e-cb8f-497d-bdc0-b8695a83a209 · outbound

This paper cites Describing textures in the wild.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Describing textures in the wild

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:17:40.123518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 663999b4-7b4b-48de-9dd3-49d77ff49529 · outbound

This paper cites Robustbench: a standardized adversarial robustness benchmark.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Robustbench: a standardized adversarial robustness benchmark

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:17:40.115065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6b4725ea-814e-47e5-b023-faf8fc36b170 · outbound

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

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Imagenet: A large-scale hierarchical image database

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T16:17:39.753431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca4d4cf1-d71b-4168-a8f5-ed5f6642aa36 · outbound

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

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Robust mean teacher for continual and gradual test-time adaptation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:17:40.099680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5a6f2f1c-cbda-4316-bc5b-9ec232bdb3c9 · outbound

This paper cites Sharpness-Aware Minimization for Efficiently Improving Generalization.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Sharpness-Aware Minimization for Efficiently Improving Generalization

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T16:17:39.760498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 091b4e74-5f0c-435b-b5d5-3471d7cf2237 · outbound

This paper cites Decorate the newcomers: Visual domain prompt for continual test time adaptation.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Decorate the newcomers: Visual domain prompt for continual test time adaptation

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:17:40.089114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c1c3409f-c9a2-4b9c-a424-63686cc38f8f · outbound

This paper cites Unified entropy optimization for open-set test-time adaptation.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Unified entropy optimization for open-set test-time adaptation

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:17:40.078193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cc61a392-337a-4a80-b635-a66b5e36520e · outbound

This paper cites Recent advances in open set recognition: A survey.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Recent advances in open set recognition: A survey

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:17:40.066954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 15caf2a3-5061-42f6-bc4a-4f194b33f367 · outbound

This paper cites Note: Robust continual test-time adaptation against temporal correlation.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Note: Robust continual test-time adaptation against temporal correlation

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:17:40.055851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d83a31a8-2f65-4606-98fc-99619e59d792 · outbound

This paper cites Sotta: Robust test-time adaptation on noisy data streams.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Sotta: Robust test-time adaptation on noisy data streams

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:17:40.046565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation aaf988de-6fe9-4a5b-be0a-ce85ab5e6c02 · outbound

This paper cites Deep residual learning for image recognition.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Deep residual learning for image recognition

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T16:17:39.778409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bd0ddc7-f237-4c72-babb-c0a24ed56917 · outbound

This paper cites Membn: Robust test-time adaptation via batch norm with statistics memory.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Membn: Robust test-time adaptation via batch norm with statistics memory

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:17:40.030864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation af0dd737-6ae1-45ea-bf83-e99455d0920a · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Adam: A Method for Stochastic Optimization

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T16:17:39.783989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 593a93f6-632f-4450-9efa-c9778c29fdb3 · outbound

This paper cites Tiny imagenet visual recognition challenge.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Tiny imagenet visual recognition challenge

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:17:40.021615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e70cda80-a2c7-44ec-8eb5-c64e19b276ec · outbound

This paper cites Towards open-set test- time adaptation utilizing the wisdom of crowds in entropy minimization.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Towards open-set test- time adaptation utilizing the wisdom of crowds in entropy minimization

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:17:40.012787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 940efafe-caff-48b6-a1c3-f2f2ff5b625b · outbound

This paper cites A comprehensive survey on test-time adaptation under distribution shifts.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction A comprehensive survey on test-time adaptation under distribution shifts

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:17:40.003561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 65eaf198-74c1-4b03-a70a-8bb3a712f54e · outbound

This paper cites ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T16:17:39.796540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44e45f9d-8a3a-458e-b2a7-c7cd540529f9 · outbound

This paper cites Reading digits in natural images with unsupervised feature learning.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Reading digits in natural images with unsupervised feature learning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T16:17:39.799979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8261f990-916e-4d3b-b3b8-3ed73de85df6 · outbound

This paper cites Efficient test-time model adaptation without forgetting.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Efficient test-time model adaptation without forgetting

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:17:39.987423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 632f4e54-e05c-4b7a-8426-95b562a6f3db · outbound

This paper cites Test: Test-time self-training under distribution shift.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Test: Test-time self-training under distribution shift

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:17:39.977762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2e7104a7-dd7c-49cd-9d4f-fc803644b0de · outbound

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

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Mean teachers are better role models: Weight- averaged consistency targets improve semi-supervised deep learning results

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:17:39.968784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 30a721a9-c4e9-497b-a539-7eb36aa3ab0c · outbound

This paper cites Un-Mixing Test-Time Normalization Statistics: Combatting Label Temporal Correlation.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Un-Mixing Test-Time Normalization Statistics: Combatting Label Temporal Correlation

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-05T16:17:39.864025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6ed425f1-d056-45cf-a4d4-bfe6460c5d2e · outbound

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

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Tent: Fully test-time adaptation by entropy minimization

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:17:39.959034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation df14cb6d-57cc-4155-ab9b-6652af58d54e · outbound

This paper cites Continual test-time domain adaptation.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Continual test-time domain adaptation

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:17:39.948864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c22be977-e644-421d-aaf8-d449c05857f5 · outbound

This paper cites Stamp: Outlier-aware test-time adaptation with stable memory replay.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Stamp: Outlier-aware test-time adaptation with stable memory replay

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:17:39.939223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8c1f9a63-4f9f-4d43-8f95-a906607ad1c5 · outbound

This paper cites Robust test-time adaptation in dynamic scenarios.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Robust test-time adaptation in dynamic scenarios

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:17:39.929550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c7d92c77-1b2c-4834-8f3e-d93d1141440b · outbound

This paper cites Wide residual networks.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Wide residual networks

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:17:39.920011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 539a3a2e-75d2-4cdb-bcb6-3a57a30ec2f6 · outbound

This paper cites Delta: Degradation-free fully test-time adaptation.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Delta: Degradation-free fully test-time adaptation

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:17:39.910777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1ba98d20-135b-45cf-a58b-6b1cc5f2bbbb · outbound

This paper cites Places: A 10 million image database for scene recognition.

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction Places: A 10 million image database for scene recognition

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:17:39.900581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.