Paper Citation Record · LEDGER

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample

As of 20 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2508.20516.

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

pith.paper-citation-record.v1
2508.20516 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:48:59.969794Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

28 of 28 outbound references displayed

verified exact0
verified fuzzy11
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 77da53e4-2d32-4030-9a98-6b3be9ecc19c · outbound

This paper cites Evaluation of Test-Time Adaptation Under Computational Time Constraints.

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample Evaluation of Test-Time Adaptation Under Computational Time Constraints

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T16:48:59.832403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91dc56b3-95e9-4007-a5df-6efe805179f2 · outbound

This paper cites In: Proceedings of the AAAI conference on artificial intelligence.

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample In: Proceedings of the AAAI conference on artificial intelligence

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:49:00.451011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 97d63b39-3e23-4a97-b389-d6aa7391939c · outbound

This paper cites SoftMatch: Addressing the Quantity-Quality Trade-off in Semi-supervised Learning.

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample SoftMatch: Addressing the Quantity-Quality Trade-off in Semi-supervised Learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T16:48:59.843029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d154c43a-60b2-48a4-9bd1-6967b8ecdbbc · outbound

This paper cites In: European Con- ference on Computer Vision.

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample In: European Con- ference on Computer Vision

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T16:48:59.848425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 661f94b1-f2bd-4963-bb0a-3f6b00907f58 · outbound

This paper cites RobustBench: a standardized adversarial robustness benchmark.

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample RobustBench: a standardized adversarial robustness benchmark

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T16:48:59.853590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20ff81b9-05cd-4a50-93f4-980e8b253f15 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:49:00.423822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 039de227-41e9-44bf-b04d-d12bc21e5bd6 · outbound

This paper cites Journal of machine learning research 17(59), 1–35 (2016).

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample Journal of machine learning research 17(59), 1–35 (2016)

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T16:48:59.864571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fa2936e-26ec-46b3-92a1-2045777f9fe4 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T16:48:59.870636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad7de043-b5ba-467e-bc3e-bba634f28926 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:49:00.382400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2e8c20df-9db0-425a-b133-9939c0f10654 · outbound

This paper cites Proceedings of the national academy of sciences 114(13), 3521–3526 (2017).

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample Proceedings of the national academy of sciences 114(13), 3521–3526 (2017)

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T16:48:59.880873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6324b85a-2e4f-4850-9cb2-204df324efd7 · outbound

This paper cites PALM: Pushing Adaptive Learning Rate Mechanisms for Continual Test-Time Adaptation.

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample PALM: Pushing Adaptive Learning Rate Mechanisms for Continual Test-Time Adaptation

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T16:49:00.099577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fff99f95-00d0-4f0f-a441-4a7aa48af35d · outbound

This paper cites In: 2022 International Joint Conference on Neural Networks (IJCNN).

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample In: 2022 International Joint Conference on Neural Networks (IJCNN)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:49:00.353816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 88122492-4e15-4b06-b2d3-079e05dd02d3 · outbound

This paper cites In: International conference on machine learning.

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample In: International conference on machine learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T16:48:59.896439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df305c34-525f-4dd6-a81b-cf693f6cebc0 · outbound

This paper cites Towards Stable Test-Time Adaptation in Dynamic Wild World.

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T16:48:59.901417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef46018c-24da-495e-8213-7626c51ea8a4 · outbound

This paper cites In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision.

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:49:00.326798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d26cced9-6bea-4d7d-8cb8-f5384e930876 · outbound

This paper cites Advances in neural information processing systems 33, 11539–11551 (2020).

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample Advances in neural information processing systems 33, 11539–11551 (2020)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:49:00.309390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f565f0b6-84e0-4dc9-98cb-ff3aacff56a4 · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision.

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:49:00.289837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 55be192b-f92d-40ed-92ec-5571a396a90a · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:49:00.272153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 364e6097-e730-409c-9be9-316fdedb78e5 · outbound

This paper cites In: Proceedings of the IEEE conference on computer vision and pattern recognition.

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample In: Proceedings of the IEEE conference on computer vision and pattern recognition

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T16:48:59.925887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f137be9-3d7f-4544-a0a8-e29fd88a4b46 · outbound

This paper cites Tent: Fully Test-time Adaptation by Entropy Minimization.

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample Tent: Fully Test-time Adaptation by Entropy Minimization

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T16:48:59.930610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe5a56b4-e313-4de3-bfbc-f3743c2f53fc · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T16:48:59.935823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bba17eb-154d-4bef-84e1-cc28871e5df7 · outbound

This paper cites In: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing.

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample In: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:49:00.231082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 116e44dd-0947-4791-b412-8523205cb54e · outbound

This paper cites In: Proceedings of the 31st ACM International Conference on Multimedia.

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample In: Proceedings of the 31st ACM International Conference on Multimedia

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:49:00.212096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2bf5c4f2-78cc-4da6-ad11-d543df6b1c5e · outbound

This paper cites In: Proceedings of the IEEE conference on computer vision and pattern recognition.

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample In: Proceedings of the IEEE conference on computer vision and pattern recognition

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T16:48:59.950100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a3098ec-9136-4d80-8b52-3b5a2e4c8a76 · outbound

This paper cites In: Proceedings of the IEEE conference on computer vision and pattern recognition.

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample In: Proceedings of the IEEE conference on computer vision and pattern recognition

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:49:00.180529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6a589edb-7c9f-4a81-8326-be8203188837 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recog- nition.

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recog- nition

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T16:48:59.959838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abf85d7d-c696-461c-a307-33cab116eca6 · outbound

This paper cites Wide Residual Networks.

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample Wide Residual Networks

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T16:48:59.964533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dcb5683-6d2c-4f15-8291-f0bc422a7c28 · outbound

This paper cites mixup: Beyond Empirical Risk Minimization.

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample mixup: Beyond Empirical Risk Minimization

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T16:48:59.969794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.