Paper Citation Record · LEDGER

Beyond Model Adaptation at Test Time: A Survey

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 29 inbound Pith citation observations for arXiv:2411.03687.

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

pith.paper-citation-record.v1
2411.03687 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 29 of 29 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 29 of 29 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:10:33.123236Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T12:07:03.512765Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 8adb4af7-622c-4c96-80b9-67c8a6d9460e · inbound

Improving Next Tokens via Second-to-Last Predictions with Generate and Refine cites this paper.

Improving Next Tokens via Second-to-Last Predictions with Generate and Refine Beyond Model Adaptation at Test Time: A Survey

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T14:10:33.123236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f637b050-c32d-49a2-90c4-ae62143abf25 · inbound

CRISP: Object Pose and Shape Estimation with Test-Time Adaptation cites this paper.

CRISP: Object Pose and Shape Estimation with Test-Time Adaptation Beyond Model Adaptation at Test Time: A Survey

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-12T04:51:22.674629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 928d99b7-5454-4611-8fbc-457b50924168 · inbound

DynaPrompt: Dynamic Test-Time Prompt Tuning cites this paper.

DynaPrompt: Dynamic Test-Time Prompt Tuning Beyond Model Adaptation at Test Time: A Survey

Reference 2010

Resolution: unresolved; no resolver link, observed 2026-08-10T13:52:34.595869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 762629f4-98c0-4959-9644-2bf774d3b00a · inbound

Noise is an Efficient Learner for Zero-Shot Vision-Language Models cites this paper.

Noise is an Efficient Learner for Zero-Shot Vision-Language Models Beyond Model Adaptation at Test Time: A Survey

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T17:05:17.738938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6a21628-84c2-4a6e-a850-bd2319763f42 · inbound

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

EmbodiTTA: Resource-Efficient Test-Time Adaptation for Embodied Visual Systems Beyond Model Adaptation at Test Time: A Survey

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-22T16:41:47.682826Z

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 69a951f2-45b4-4564-9711-2c0316699745 · inbound

Continuous Self-Improvement of Large Language Models by Test-time Training with Verifier-Driven Sample Selection cites this paper.

Continuous Self-Improvement of Large Language Models by Test-time Training with Verifier-Driven Sample Selection Beyond Model Adaptation at Test Time: A Survey

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:44.395312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 994d3f1c-8f83-424d-9f25-bddce71ee93d · inbound

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

PAID: Pairwise Angular-Invariant Decomposition for Continual Test-Time Adaptation Beyond Model Adaptation at Test Time: A Survey

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:55.165289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ec1f6ff-061c-4383-b64d-ff5ad73498e6 · inbound

Active Test-time Vision-Language Navigation cites this paper.

Active Test-time Vision-Language Navigation Beyond Model Adaptation at Test Time: A Survey

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T06:00:42.425040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea9e9190-bafe-49c5-b8ea-31e2178a009b · inbound

Visual Instance-aware Prompt Tuning cites this paper.

Visual Instance-aware Prompt Tuning Beyond Model Adaptation at Test Time: A Survey

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-06T18:37:35.557497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd063f8f-aa87-455e-9cf7-31277f3c108c · inbound

Latte: Collaborative Test-Time Adaptation of Vision-Language Models in Federated Learning cites this paper.

Latte: Collaborative Test-Time Adaptation of Vision-Language Models in Federated Learning Beyond Model Adaptation at Test Time: A Survey

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T12:49:38.611336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0d3fa61-1766-4e2b-9cae-d689705ac2fb · inbound

Adapting Vision-Language Models Without Labels: A Comprehensive Survey cites this paper.

Adapting Vision-Language Models Without Labels: A Comprehensive Survey Beyond Model Adaptation at Test Time: A Survey

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T23:17:05.771665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6fdc7f2-c83f-41b2-9e6d-c619ee4afe2a · inbound

Family Matters: A Systematic Study of Spatial vs. Frequency Masking for Continual Test-Time Adaptation cites this paper.

Family Matters: A Systematic Study of Spatial vs. Frequency Masking for Continual Test-Time Adaptation Beyond Model Adaptation at Test Time: A Survey

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T17:50:39.546803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24241f32-92e3-41d7-adf9-37269d927eae · inbound

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces cites this paper.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Beyond Model Adaptation at Test Time: A Survey

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T11:07:15.015743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4732a2fa-afef-405d-b996-a3962d159e98 · inbound

Adaptive Control in Autonomous Driving via Real-Time Recurrent RL cites this paper.

Adaptive Control in Autonomous Driving via Real-Time Recurrent RL Beyond Model Adaptation at Test Time: A Survey

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-21T13:50:12.707505Z

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 704a3019-5a44-45ab-bc85-b9e1f981bcd8 · inbound

Uncertainty-Aware Test-Time Adaptation for Cross-Region Spatio-Temporal Fusion of Land Surface Temperature cites this paper.

Uncertainty-Aware Test-Time Adaptation for Cross-Region Spatio-Temporal Fusion of Land Surface Temperature Beyond Model Adaptation at Test Time: A Survey

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-13T16:48:03.059709Z

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 c3d3967c-b011-47aa-9622-77e275988162 · inbound

Position Paper: From Edge AI to Adaptive Edge AI cites this paper.

Position Paper: From Edge AI to Adaptive Edge AI Beyond Model Adaptation at Test Time: A Survey

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-13T23:58:28.787710Z

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 dace3c06-8e66-40d1-94d0-aa7784f4937a · inbound

Ramen: Robust Test-Time Adaptation of Vision-Language Models with Active Sample Selection cites this paper.

Ramen: Robust Test-Time Adaptation of Vision-Language Models with Active Sample Selection Beyond Model Adaptation at Test Time: A Survey

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-11T14:31:05.427677Z

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 b49e9908-3505-4408-8d9b-a58c3a784cb6 · inbound

Dance Across Shifts: Forward-Facilitation Continual Test-Time Adaptation through Dynamic Style Bridging cites this paper.

Dance Across Shifts: Forward-Facilitation Continual Test-Time Adaptation through Dynamic Style Bridging Beyond Model Adaptation at Test Time: A Survey

Reference 67

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:48:12.680765Z

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 a34067c2-82db-4dd5-a56b-cc83134cbe5a · inbound

On the Learnability of Test-Time Adaptation: A Recovery Complexity Perspective cites this paper.

On the Learnability of Test-Time Adaptation: A Recovery Complexity Perspective Beyond Model Adaptation at Test Time: A Survey

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:43:28.384965Z

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 8bbbb1d7-a7cc-463c-87e6-2d4784d1bb7a · inbound

Entropy Minimization without Model Collapse: Mitigating Prediction Bias in Medical Imaging cites this paper.

Entropy Minimization without Model Collapse: Mitigating Prediction Bias in Medical Imaging Beyond Model Adaptation at Test Time: A Survey

Reference 86

Resolution: verified exact; arxiv_id, observed 2026-07-01T21:56:16.045596Z

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 cd964375-a496-4ee6-97b4-758bb1236497 · 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 Beyond Model Adaptation at Test Time: A Survey

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-07-02T02:26:26.489489Z

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 e8db0865-3b50-4fbf-a6b2-7c70b99e6eae · inbound

Reliability-Guided Adaptive Ensembling for Robust Test-Time Adaptation cites this paper.

Reliability-Guided Adaptive Ensembling for Robust Test-Time Adaptation Beyond Model Adaptation at Test Time: A Survey

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-04T08:39:42.069187Z

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 56113152-df4c-4ed8-be97-aec9df7f92e8 · inbound

A probabilistic framework for online test-time adaptation cites this paper.

A probabilistic framework for online test-time adaptation Beyond Model Adaptation at Test Time: A Survey

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-07-04T16:39:57.443755Z

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 3387ea0f-325d-4e6f-a451-cbbb37796574 · inbound

Continual Test-Time Adaptation in Computer Vision: Methods, Benchmarks, and Future Directions cites this paper.

Continual Test-Time Adaptation in Computer Vision: Methods, Benchmarks, and Future Directions Beyond Model Adaptation at Test Time: A Survey

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-07-10T12:07:03.514519Z

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 c167e184-74b1-40e7-bbb7-6351a01e830a · inbound

Continual Test-Time Adaptation in Computer Vision: Methods, Benchmarks, and Future Directions cites this paper.

Continual Test-Time Adaptation in Computer Vision: Methods, Benchmarks, and Future Directions Beyond Model Adaptation at Test Time: A Survey

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-14T15:38:28.159585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee3e6289-4436-4640-bd3b-5dd769d8e234 · inbound

No Training, Better Flights: Test-Time Scaled VLMs for UAV Navigation cites this paper.

No Training, Better Flights: Test-Time Scaled VLMs for UAV Navigation Beyond Model Adaptation at Test Time: A Survey

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T12:53:46.358466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02ccf5ff-02de-4ca6-bad3-d41ef03e77d0 · inbound

Test-Time Adaptation via Dual Distillation for Videos Under Severe Distribution Shifts cites this paper.

Test-Time Adaptation via Dual Distillation for Videos Under Severe Distribution Shifts Beyond Model Adaptation at Test Time: A Survey

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-31T10:43:41.561571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f511470-7323-433c-870a-fc80b4bfef3e · inbound

Chaos Is a LADDER: Domain Generalization Beyond Invariance via Reweighting cites this paper.

Chaos Is a LADDER: Domain Generalization Beyond Invariance via Reweighting Beyond Model Adaptation at Test Time: A Survey

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T15:28:53.339380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b140a766-4895-4458-b28d-b37db05d33c7 · 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 Beyond Model Adaptation at Test Time: A Survey

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:46.382774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.