Paper Citation Record · LEDGER

CTA: Cross-Task Alignment for Better Test Time Training

As of 10 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2507.05221.

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

pith.paper-citation-record.v1
2507.05221 v2

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:35:42.440339Z

measured 37 of 37 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

37 of 37 outbound references displayed

verified exact1
verified fuzzy18
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aa3d5ba9-15f4-4e90-8c8d-ec85f0653eca · outbound

This paper cites Swad: Domain generalization by seeking flat minima.

CTA: Cross-Task Alignment for Better Test Time Training Swad: Domain generalization by seeking flat minima

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:35:42.807037Z

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 57658808-bf54-4348-b62e-b6e82d81bc52 · outbound

This paper cites A Simple Framework for Contrastive Learning of Visual Representations.

CTA: Cross-Task Alignment for Better Test Time Training A Simple Framework for Contrastive Learning of Visual Representations

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T19:35:42.316816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 393be6f0-b236-4205-bf55-18b05d725bf3 · outbound

This paper cites ReC-TTT: Contrastive Feature Reconstruction for Test-Time Training.

CTA: Cross-Task Alignment for Better Test Time Training ReC-TTT: Contrastive Feature Reconstruction for Test-Time Training

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:35:42.515151Z

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 88a0caa4-664f-41ef-bcf5-e132cd30f628 · outbound

This paper cites Rec-ttt: Contrastive feature reconstruction for test-time training, 2024.

CTA: Cross-Task Alignment for Better Test Time Training Rec-ttt: Contrastive feature reconstruction for test-time training, 2024

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:35:42.796666Z

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 33e391f9-e4e9-46f9-8957-557d97f6ed21 · outbound

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

CTA: Cross-Task Alignment for Better Test Time Training Imagenet: A large-scale hierarchical image database

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T19:35:42.328432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4569c77-6fd3-4775-861e-9ca919d99de9 · outbound

This paper cites Test-time training with masked autoencoders.Advances in Neural Information Processing Systems, 35:29374–29385,.

CTA: Cross-Task Alignment for Better Test Time Training Test-time training with masked autoencoders.Advances in Neural Information Processing Systems, 35:29374–29385,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T19:35:42.332372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be5c3208-89c0-430b-b0bd-de966e8931d0 · outbound

This paper cites an unresolved cited work.

CTA: Cross-Task Alignment for Better Test Time Training Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:35:42.773171Z

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 46101481-f3b0-4a6b-a328-5b146eb1a8be · outbound

This paper cites Clust3: Information invariant test- time training.

CTA: Cross-Task Alignment for Better Test Time Training Clust3: Information invariant test- time training

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:35:42.761797Z

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 ddc76884-41ca-42d2-9034-15f3b08bdd2c · outbound

This paper cites Deep Residual Learning for Image Recognition.

CTA: Cross-Task Alignment for Better Test Time Training Deep Residual Learning for Image Recognition

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T19:35:42.342766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d050e41-c96d-43c3-bae9-7373bef5f57b · outbound

This paper cites Benchmarking neu- ral network robustness to common corruptions and perturba- tions.Proceedings of the International Conference on Learn- ing Representations, 2019.

CTA: Cross-Task Alignment for Better Test Time Training Benchmarking neu- ral network robustness to common corruptions and perturba- tions.Proceedings of the International Conference on Learn- ing Representations, 2019

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T19:35:42.347005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8d43ad8-2d9e-47bd-aff0-68aa7c189edf · outbound

This paper cites Distilling the knowledge in a neural network, 2015.

CTA: Cross-Task Alignment for Better Test Time Training Distilling the knowledge in a neural network, 2015

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:35:42.744833Z

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 6c40e92b-7329-445d-81a0-9cadd464ed45 · outbound

This paper cites Learning multiple layers of features from tiny images.

CTA: Cross-Task Alignment for Better Test Time Training Learning multiple layers of features from tiny images

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T19:35:42.353761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a2d668e-ffb3-4032-8569-683df889405f · outbound

This paper cites Tiny imagenet visual recognition challenge, 2015.

CTA: Cross-Task Alignment for Better Test Time Training Tiny imagenet visual recognition challenge, 2015

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:35:42.728238Z

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 34e7839d-eca8-4856-8584-c8515cdcbf0b · outbound

This paper cites Do we really need to access the source data? source hypothesis transfer for un- supervised domain adaptation.

CTA: Cross-Task Alignment for Better Test Time Training Do we really need to access the source data? source hypothesis transfer for un- supervised domain adaptation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:35:42.718172Z

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 2b6f3bda-0bfe-4282-9c33-e97bf154772c · outbound

This paper cites Ttt++: When does self-supervised test-time training fail or thrive? Advances in Neural Information Processing Systems, 34: 21808–21820, 2021.

CTA: Cross-Task Alignment for Better Test Time Training Ttt++: When does self-supervised test-time training fail or thrive? Advances in Neural Information Processing Systems, 34: 21808–21820, 2021

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T19:35:42.366145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42ce7beb-dbe3-435f-912f-aa639a1faaf2 · outbound

This paper cites Ttt++: When does self-supervised test-time training fail or thrive? InThirty-Fifth Conference on Neural Information Processing Systems, 2021.

CTA: Cross-Task Alignment for Better Test Time Training Ttt++: When does self-supervised test-time training fail or thrive? InThirty-Fifth Conference on Neural Information Processing Systems, 2021

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:35:42.701838Z

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 bc5625e7-f042-4c9c-b916-9a7d513c6fcb · outbound

This paper cites Accuracy on the line: on the strong correlation between out-of-distribution and in- distribution generalization.

CTA: Cross-Task Alignment for Better Test Time Training Accuracy on the line: on the strong correlation between out-of-distribution and in- distribution generalization

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:35:42.691386Z

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 8a87fca0-c562-4284-880a-82324a2bc303 · outbound

This paper cites Evaluating Prediction-Time Batch Normalization for Robustness under Covariate Shift.

CTA: Cross-Task Alignment for Better Test Time Training Evaluating Prediction-Time Batch Normalization for Robustness under Covariate Shift

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T19:35:42.375780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5bfaf50-1d83-434e-9bbd-83c62fff84e9 · outbound

This paper cites Tipi: Test time adaptation with transforma- tion invariance.

CTA: Cross-Task Alignment for Better Test Time Training Tipi: Test time adaptation with transforma- tion invariance

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T19:35:42.379663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e5e7134-9a70-4cf5-b8ca-4783bac9a58f · outbound

This paper cites Tttflow: Unsupervised test-time training with normalizing flow.

CTA: Cross-Task Alignment for Better Test Time Training Tttflow: Unsupervised test-time training with normalizing flow

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:35:42.673568Z

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 f3424ec5-90e9-4624-b97d-026e5c2235be · outbound

This paper cites Vargas Hakim, Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Moslem Yazdan- panah, Ismail Ben Ayed, and Christian Desrosiers.

CTA: Cross-Task Alignment for Better Test Time Training Vargas Hakim, Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Moslem Yazdan- panah, Ismail Ben Ayed, and Christian Desrosiers

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:35:42.662369Z

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 cc385a79-0fc3-45a1-9c60-27d5d5a372b5 · outbound

This paper cites Nc-ttt: A noise constrastive approach for test-time training.

CTA: Cross-Task Alignment for Better Test Time Training Nc-ttt: A noise constrastive approach for test-time training

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:35:42.652399Z

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 3e404200-87bf-4e56-8168-c203bd55db3d · outbound

This paper cites Watt: Weight average test time adaptation of clip.

CTA: Cross-Task Alignment for Better Test Time Training Watt: Weight average test time adaptation of clip

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:35:42.641803Z

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 3c302be3-9bf1-4797-9154-7eb0bd60a541 · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

CTA: Cross-Task Alignment for Better Test Time Training Learning transferable visual models from natural language supervi- sion

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T19:35:42.398748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e688b91f-9f8a-4a3c-acf1-225ad42d3b7b · outbound

This paper cites An overview of multi-task learning in deep neural networks, 2017.

CTA: Cross-Task Alignment for Better Test Time Training An overview of multi-task learning in deep neural networks, 2017

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:35:42.626441Z

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 8c5d3d77-b465-48e9-89bd-06c1c525e0c1 · outbound

This paper cites Adapting visual category models to new domains.

CTA: Cross-Task Alignment for Better Test Time Training Adapting visual category models to new domains

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T19:35:42.404810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba42a0a6-23e4-45fd-b4ae-32c913567867 · outbound

This paper cites V ogt, Philip H.

CTA: Cross-Task Alignment for Better Test Time Training V ogt, Philip H

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:35:42.609724Z

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 e176ae5d-dc19-4861-946f-aba01711a584 · outbound

This paper cites Test- time prompt tuning for zero-shot generalization in vision- language models.

CTA: Cross-Task Alignment for Better Test Time Training Test- time prompt tuning for zero-shot generalization in vision- language models

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:35:42.599862Z

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 a545010c-24a8-4f77-9827-b1ec33b392a3 · outbound

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

CTA: Cross-Task Alignment for Better Test Time Training Test-time training with self- supervision for generalization under distribution shifts

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T19:35:42.414387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c54b55e-d1a5-4d18-9dd9-a4cfef0c7020 · outbound

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CTA: Cross-Task Alignment for Better Test Time Training Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:35:42.578789Z

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 1b41dec5-1fc8-4111-b41b-7c79a7657b81 · outbound

This paper cites Unbiased look at dataset bias.

CTA: Cross-Task Alignment for Better Test Time Training Unbiased look at dataset bias

Reference 31

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Source-reported events for the cited work

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Observation b00e1f3a-e068-47b0-922d-e927f716991a · outbound

This paper cites Clipartt: Light-weight adaptation of clip to new domains at test time,.

CTA: Cross-Task Alignment for Better Test Time Training Clipartt: Light-weight adaptation of clip to new domains at test time,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:35:42.562508Z

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 4a06c972-d1c2-4f31-bb38-5b203aa2227f · outbound

This paper cites Deep hashing network for unsupervised domain adaptation.

CTA: Cross-Task Alignment for Better Test Time Training Deep hashing network for unsupervised domain adaptation

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:35:42.550701Z

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 bd6fb614-7027-4a13-8a15-9fc1ae23f0b2 · outbound

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

CTA: Cross-Task Alignment for Better Test Time Training Tent: Fully Test-time Adaptation by Entropy Minimization

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T19:35:42.430315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfa10ac0-b0f8-404f-964d-c0f9d1dff86e · outbound

This paper cites Gradient surgery for multi-task learning, 2020.

CTA: Cross-Task Alignment for Better Test Time Training Gradient surgery for multi-task learning, 2020

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:35:42.539903Z

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 f7668b9d-be08-4c2a-acc6-e5a1871502e0 · outbound

This paper cites Domain Generalization with MixStyle.

CTA: Cross-Task Alignment for Better Test Time Training Domain Generalization with MixStyle

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T19:35:42.436759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 960602aa-0812-457e-9c3e-7076172e9e1f · outbound

This paper cites Domain generalization: A survey.IEEE Transactions on Pattern Analysis and Machine Intelligence,.

CTA: Cross-Task Alignment for Better Test Time Training Domain generalization: A survey.IEEE Transactions on Pattern Analysis and Machine Intelligence,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T19:35:42.440339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.