Paper Citation Record · LEDGER

Towards Stable Test-Time Adaptation in Dynamic Wild World

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 44 inbound Pith citation observations for arXiv:2302.12400.

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

pith.paper-citation-record.v1
2302.12400 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 44 of 44 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 44 of 44 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:39:44.692933Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

63
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation fdf9e728-1af1-4aa9-ba04-65006c896aa4 · inbound

Improving Batch Normalization with TTA for Robust Object Detection in Self-Driving cites this paper.

Improving Batch Normalization with TTA for Robust Object Detection in Self-Driving Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T10:54:44.652528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27ee437c-e4a3-4aa4-bb97-a2dbbe49e192 · inbound

Scalable Out-of-distribution Robustness in the Presence of Unobserved Confounders cites this paper.

Scalable Out-of-distribution Robustness in the Presence of Unobserved Confounders Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T05:56:45.159244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31d510a8-3fe6-4c41-bc74-903edeacae72 · inbound

TTAQ: Towards Stable Post-training Quantization in Continuous Domain Adaptation cites this paper.

TTAQ: Towards Stable Post-training Quantization in Continuous Domain Adaptation Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T16:41:15.818253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f84e7b53-45dc-47db-8137-8e94665a530c · inbound

SPARNet: Continual Test-Time Adaptation via Sample Partitioning Strategy and Anti-Forgetting Regularization cites this paper.

SPARNet: Continual Test-Time Adaptation via Sample Partitioning Strategy and Anti-Forgetting Regularization Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T22:45:39.191994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55dea09a-5197-42af-82dc-5f7fc2389abb · inbound

Billet Number Recognition Based on Test-Time Adaptation cites this paper.

Billet Number Recognition Based on Test-Time Adaptation Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T22:56:03.179727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1185187e-0ed6-4fa8-8e6f-8e088ed75b83 · inbound

Learning Compositional Transferability of Time Series for Source-Free Domain Adaptation cites this paper.

Learning Compositional Transferability of Time Series for Source-Free Domain Adaptation Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T11:39:44.692933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2539a4e-5f3a-46a6-b19a-9a1b54d6614f · inbound

EmbodiTTA: Resource-Efficient Test-Time Adaptation for Embodied Visual Systems cites this paper.

EmbodiTTA: Resource-Efficient Test-Time Adaptation for Embodied Visual Systems Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-22T16:41:47.724284Z

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 e0cf517a-0d6e-4c0a-a36a-08f7755f1701 · inbound

EmbodiTTA: Resource-Efficient Test-Time Adaptation for Embodied Visual Systems cites this paper.

EmbodiTTA: Resource-Efficient Test-Time Adaptation for Embodied Visual Systems Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T04:38:27.980305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2cc3014-2711-4470-9076-b297f5412f0d · inbound

Contrastive Residual Energy Test-time Adaptation cites this paper.

Contrastive Residual Energy Test-time Adaptation Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-19T12:47:17.897603Z

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 b99b8908-80b9-4145-a398-fcbc48d532e2 · inbound

Frequency Composition for Compressed and Domain-Adaptive Neural Networks cites this paper.

Frequency Composition for Compressed and Domain-Adaptive Neural Networks Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T13:50:35.818062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0375ca6c-5b37-44f2-aa80-64132e1ada13 · inbound

PAID: Pairwise Angular-Invariant Decomposition for Continual Test-Time Adaptation cites this paper.

PAID: Pairwise Angular-Invariant Decomposition for Continual Test-Time Adaptation Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:54.362600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7800a72c-095b-4c10-bd46-c46926372480 · inbound

Test-Time Distillation for Continual Model Adaptation cites this paper.

Test-Time Distillation for Continual Model Adaptation Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-19T11:07:15.149886Z

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 dfe98b5a-4d45-41c1-823f-1865e723528a · inbound

Align the GAP: Prior-based Unified Multi-Task Remote Physiological Measurement Framework For Domain Generalization and Personalization cites this paper.

Align the GAP: Prior-based Unified Multi-Task Remote Physiological Measurement Framework For Domain Generalization and Personalization Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T23:52:47.762326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55f840cc-84dd-42b6-a0db-04eea8336c66 · inbound

Generalizing vision-language models to novel domains: A comprehensive survey cites this paper.

Generalizing vision-language models to novel domains: A comprehensive survey Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 156

Resolution: unresolved; no resolver link, observed 2026-08-06T23:20:52.265403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ff447eb-53f7-4ffd-8ef4-66a85458b177 · inbound

Single Image Test-Time Adaptation via Multi-View Co-Training cites this paper.

Single Image Test-Time Adaptation via Multi-View Co-Training Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T21:40:41.201520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c532e426-6abd-419b-b0e4-937606800518 · inbound

When Small Guides Large: Cross-Model Co-Learning for Test-Time Adaptation cites this paper.

When Small Guides Large: Cross-Model Co-Learning for Test-Time Adaptation Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T21:38:29.475741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cad55137-661e-48b4-bd59-cfb946fa4000 · inbound

Continual Adaptation: Environment-Conditional Parameter Generation for Object Detection in Dynamic Scenarios cites this paper.

Continual Adaptation: Environment-Conditional Parameter Generation for Object Detection in Dynamic Scenarios Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T21:30:29.437581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d4221d6-18be-43ca-9891-5e7ad7f99118 · inbound

Enhancing Novel View Synthesis from extremely sparse views with SfM-free 3D Gaussian Splatting Framework cites this paper.

Enhancing Novel View Synthesis from extremely sparse views with SfM-free 3D Gaussian Splatting Framework Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-05T17:56:52.482265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e80feaa-a9b9-4c46-b036-52206d5797de · inbound

eSkinHealth: A Multimodal Dataset for Neglected Tropical Skin Diseases cites this paper.

eSkinHealth: A Multimodal Dataset for Neglected Tropical Skin Diseases Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T16:59:15.798586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample cites this paper.

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 8a4d378e-7cd1-4465-83ce-d517026e4b0a · inbound

SloMo-Fast: Slow-Momentum and Fast-Adaptive Teachers for Source-Free Continual Test-Time Adaptation cites this paper.

SloMo-Fast: Slow-Momentum and Fast-Adaptive Teachers for Source-Free Continual Test-Time Adaptation Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T20:48:47.841405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46968275-6935-47c8-be14-b57a72fd56c9 · inbound

Neural Collapse in Test-Time Adaptation cites this paper.

Neural Collapse in Test-Time Adaptation Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:38:41.568896Z

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 19fdd2a1-6f9c-41db-868a-ad8270699692 · inbound

Efficient Test-Time Optimization for Depth Completion via Low-Rank Decoder Adaptation cites this paper.

Efficient Test-Time Optimization for Depth Completion via Low-Rank Decoder Adaptation Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T18:21:27.071491Z

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 31ad2171-02ee-4edf-b9e4-4305da788aa7 · inbound

IMSE: Intrinsic Mixture of Spectral Experts Fine-tuning for Test-Time Adaptation cites this paper.

IMSE: Intrinsic Mixture of Spectral Experts Fine-tuning for Test-Time Adaptation Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-15T15:30:07.736119Z

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 c2f6c1f5-5868-434f-9c25-8bd65577b26c · inbound

Pretrain-then-Adapt: Uncertainty-Aware Test-Time Adaptation for Text-based Person Search cites this paper.

Pretrain-then-Adapt: Uncertainty-Aware Test-Time Adaptation for Text-based Person Search Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:20:49.741603Z

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 b963584b-4547-4551-a0cf-6a3bd0afd245 · inbound

Learning Inference Concurrency in DynamicGate MLP Structural and Mathematical Justification cites this paper.

Learning Inference Concurrency in DynamicGate MLP Structural and Mathematical Justification Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-10T14:20:30.181600Z

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 062cdf93-efd6-4657-9e09-151559ef14cc · inbound

Discriminator-Guided Adaptive Diffusion for Source-Free Test-Time Adaptation under Image Corruptions cites this paper.

Discriminator-Guided Adaptive Diffusion for Source-Free Test-Time Adaptation under Image Corruptions Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:06:13.547165Z

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 a0d4ba46-5ad2-48fd-b282-67ec38025548 · inbound

Majorization-Guided Test-Time Adaptation for Vision-Language Models under Modality-Specific Shift cites this paper.

Majorization-Guided Test-Time Adaptation for Vision-Language Models under Modality-Specific Shift Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-09T00:09:27.174816Z

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 8a43228d-9ccc-4760-a2c4-aafb5e9cc637 · inbound

GoTTA be Diverse: Rethinking Memory Policies for Test-Time Adaptation cites this paper.

GoTTA be Diverse: Rethinking Memory Policies for Test-Time Adaptation Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:28:05.032293Z

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 92e4202b-01eb-44a5-9efe-3f5f6c80a551 · inbound

Sample-wise Targeted Adversarial Attacks on Test-time Adaptation cites this paper.

Sample-wise Targeted Adversarial Attacks on Test-time Adaptation Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-25T05:00:21.056530Z

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 e1bc4c0c-7ce7-4e3b-809f-ecc8b5a66683 · inbound

SkySeg: Collaborative Onboard Semantic Segmentation with Heterogeneous UAVs in the Wild cites this paper.

SkySeg: Collaborative Onboard Semantic Segmentation with Heterogeneous UAVs in the Wild Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-06-30T17:54:57.750850Z

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 608bb809-8406-45a7-a298-2e55ec29d687 · inbound

DOME: Learning Transferable Domain Variables from Sparse Supervision for Test-Time Adaptation cites this paper.

DOME: Learning Transferable Domain Variables from Sparse Supervision for Test-Time Adaptation Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-07-02T02:26:26.483800Z

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 7ad85dd9-6848-477f-af64-5d194144766b · inbound

MAMVI: 3D Test-Time Adaptation via Masked Multi-View Point Clouds cites this paper.

MAMVI: 3D Test-Time Adaptation via Masked Multi-View Point Clouds Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T13:48:20.731485Z

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 35c5b72a-2aca-4b8b-8a80-6bc78266b262 · inbound

Distill Once, Adapt Life-Long: Exploring Dataset Distillation for Continual Test-Time Adaptation cites this paper.

Distill Once, Adapt Life-Long: Exploring Dataset Distillation for Continual Test-Time Adaptation Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 41

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T03:29:29.794895Z

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 e7c9acbe-2bd8-452a-981e-10e9f1855dac · inbound

Distill Once, Adapt Life-Long: Exploring Dataset Distillation for Continual Test-Time Adaptation cites this paper.

Distill Once, Adapt Life-Long: Exploring Dataset Distillation for Continual Test-Time Adaptation Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 47

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T08:45:35.527527Z

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 8953a8e8-69d3-4482-9097-df1dac7f6940 · inbound

FlowDec: Temporal Conditional Flow Decorruptor for Robust Continuous Vision-Language Navigation cites this paper.

FlowDec: Temporal Conditional Flow Decorruptor for Robust Continuous Vision-Language Navigation Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T09:09:43.501299Z

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 2c922810-22fb-4158-89e9-fbee77a0f1aa · inbound

Dual Distribution Estimation for Zero-shot Noisy Test-Time Adaptation with VLMs cites this paper.

Dual Distribution Estimation for Zero-shot Noisy Test-Time Adaptation with VLMs Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-04T19:50:10.060700Z

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 3dea9b40-3827-4737-a32d-52adfacef173 · inbound

AdaJEPA: An Adaptive Latent World Model cites this paper.

AdaJEPA: An Adaptive Latent World Model Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T09:55:41.164292Z

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 51235d32-efb5-4e6c-a337-bcc00afda302 · inbound

No Time Like the Present: Agentic Test-Time Training for LLM Agents cites this paper.

No Time Like the Present: Agentic Test-Time Training for LLM Agents Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T02:27:21.076403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b72a54f-6c76-4288-95ab-a013add2f24f · inbound

When Can Test-Time Adaptation Help Zero-Shot CT Vision-Language Models? cites this paper.

When Can Test-Time Adaptation Help Zero-Shot CT Vision-Language Models? Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T23:01:57.234898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 070b5ce3-729e-45c7-bb21-bc025bffa0f5 · inbound

Test-Time Curriculum for Open-Set AIGC Detection cites this paper.

Test-Time Curriculum for Open-Set AIGC Detection Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.146928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ad45eea-a22e-4eb7-a90e-77b069532b82 · inbound

Robustness Emerges Early in Training Dynamics, but Is Not Preserved cites this paper.

Robustness Emerges Early in Training Dynamics, but Is Not Preserved Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T14:44:26.843910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 492e6d8d-18c1-4fdd-830c-3c57d2cc11f1 · inbound

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models cites this paper.

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.243767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4b4b700-9859-41f5-a933-a2503f86048d · inbound

Suppress and Diversify: Refining Robust Pathways for Corruption Robustness cites this paper.

Suppress and Diversify: Refining Robust Pathways for Corruption Robustness Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 111

Resolution: unresolved; no resolver link, observed 2026-08-10T22:05:10.126518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.