Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T18:27:50.531237Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2412.07980.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T18:27:50.531237Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
61 of 61 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 1854a4af-ce45-482d-8764-2e7b7ebd83f0 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Self-supervised learning for domain adaptation on point clouds
Reference 1
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Observation e5176178-a395-45e0-8371-8731d7c8a40f · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Aurenhammer
Reference 2
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Observation e9e27ea2-0c24-4e99-a788-39e5daf729ee · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram V oronoi diagrams—a survey of a fundamental geometric data structure
Reference 3
Source-reported events for the cited work
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Observation 2727b995-edaa-4813-b7c5-b7c8c839bddf · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Baraniuk
Reference 4
Source-reported events for the cited work
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Observation 8ef48dc2-a376-4f67-89d5-75161f8a9e73 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram The geometry of deep networks: Power diagram subdivision
Reference 5
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Observation 0b09da26-850a-4786-85f9-17d156cbcbd8 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Characterizing Large Language Model Geometry Helps Solve Toxicity Detection and Generation
Reference 6
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Observation 71561e27-2418-434a-bd00-4d631b18bcb3 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Chen, Ziyun Huang, Yangwei Liu, and Jinhui Xu
Reference 7
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Observation 02f65001-86b6-4785-b277-b65f3e17acfe · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Chen, Ziyun Huang, Yangwei Liu, and Jinhui Xu
Reference 8
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Observation 8379d569-e366-48db-b7e3-80a1820461b5 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Ac- tion segmentation with joint self-supervised temporal domain adaptation
Reference 9
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 e2b6f1b2-416c-40b6-b397-3483439fb9e5 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Self-ensembling for visual domain adaptation
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b7d9470-fa9a-410a-b591-9e01998d8375 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Test-time training with masked autoencoders
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 041d5a65-c657-4076-ad0e-4a9b5fa4699f · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Domain- adversarial training of neural networks
Reference 12
Source-reported events for the cited work
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Observation f9320113-4339-4daa-915e-8b0a6e35cd1c · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram NOTE: Robust continual test-time adaptation against temporal cor- relation
Reference 13
Source-reported events for the cited work
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Observation 28ee8487-acdd-438a-8bc0-98cc010af69d · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Generative adver- sarial nets
Reference 14
Source-reported events for the cited work
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Observation 231ea6c1-e138-4024-8d05-dd49939187ad · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Test-time adaptation via conjugate pseudo-labels
Reference 15
Source-reported events for the cited work
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Observation 1ee355c0-7ad3-467a-b972-66483cb93ca4 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Test-time training on nearest neighbors for large lan- guage models
Reference 16
Source-reported events for the cited work
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Observation 51d6cb0c-7b7c-45d4-9d97-dcae2384e29e · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Deep residual learn- ing for image recognition
Reference 17
Source-reported events for the cited work
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Observation ba15763f-1d0d-4e65-a8b1-f42e6d95acf1 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram The many faces of robustness: A critical analysis of out-of-distribution generalization
Reference 18
Source-reported events for the cited work
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Observation 2eaf92ba-d41c-440b-a7be-1a14a16cde6a · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Benchmarking Neural Network Robustness to Common Corruptions and Perturbations
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8a5fd6f-f1cd-4db6-8c1f-2fe8746c51fa · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Denoising diffusion probabilistic models
Reference 20
Source-reported events for the cited work
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Observation e068b48e-5a34-4c90-8c8e-69e384fdbede · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Chen, and Jinhui Xu
Reference 21
Source-reported events for the cited work
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Observation ad1f661d-1737-4db2-a8c9-3f6322638a0f · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Influence-based voronoi diagrams of clusters
Reference 22
Source-reported events for the cited work
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Observation 7080d922-9cfc-45fb-ac91-8ffb2b882d80 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Baraniuk
Reference 23
Source-reported events for the cited work
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Observation 68a1c778-b648-4521-8fb7-54c39fbe59a8 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Test-time classifier adjustment module for model-agnostic domain generalization
Reference 24
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 41906c00-96dc-4bbf-b617-1aed8344e673 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Test-Time Adaptation via Self-Training with Nearest Neighbor Information
Reference 25
Source-reported events for the cited work
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Observation bcb2e928-27c0-4d5e-a048-3660eb81202b · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Rotograd: Gradient homogenization in multi- task learning
Reference 26
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 f869e3a3-6a78-4679-9abd-0bf306189d97 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Forkmerge: Mitigating negative transfer in auxiliary-task learning
Reference 27
Source-reported events for the cited work
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Observation a44f358c-bd3d-4b1b-a1b4-6ac2f04b3541 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Deep adversarial attention alignment for unsupervised domain adaptation: the benefit of target expectation maximization
Reference 28
Source-reported events for the cited work
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Observation bc228abb-8a22-410f-92a3-bb735f060728 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Venkatesh Babu
Reference 29
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 6931bf1e-4258-4e52-96ed-69a0bf8f482c · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Self-supervised label augmenta- tion via input transformations
Reference 30
Source-reported events for the cited work
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Observation 842041b8-981b-451d-9c29-4a5a5c5c7638 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Domain generaliza- tion with adversarial feature learning
Reference 31
Source-reported events for the cited work
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Observation d59dad2a-913d-4827-9673-e11678e0baf1 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Do we really need to access the source data? source hypothesis transfer for unsupervised domain adaptation
Reference 32
Source-reported events for the cited work
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Observation a3c1d903-e04d-4efe-a85c-a1b4f12d6d1f · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Source data- absent unsupervised domain adaptation through hypothesis transfer and label- ing transfer
Reference 33
Source-reported events for the cited work
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Observation 3b56e732-633b-4cbf-8d1d-cf00f8045eca · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Source-free domain adaptation for se- mantic segmentation
Reference 34
Source-reported events for the cited work
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Observation 1b5b5705-9d43-4f00-9160-f3501bd392df · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram TTT++: When does self-supervised test- time training fail or thrive? In A
Reference 35
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 a0209095-82c5-4b76-acdc-3c6df4907718 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Few-shot learning as cluster-induced voronoi diagrams: A geometric approach, 2022
Reference 36
Source-reported events for the cited work
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Observation 8215c586-2ca5-4f1b-8e86-f20ae4bd0e73 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Progressive voronoi diagram subdivision enables accurate data-free class-incremental learning
Reference 37
Source-reported events for the cited work
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Observation 21944ca6-5790-4d51-9a3c-e78b5b84df53 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Unresolved cited work
Reference 38
Source-reported events for the cited work
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Observation 938d0d19-e769-4760-9b47-8445a23396c2 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram MNIST-C: A Robustness Benchmark for Computer Vision
Reference 39
Source-reported events for the cited work
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Observation 450fd3ef-8741-41db-abde-23e8a36796d8 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Efficient test-time model adaptation without forgetting
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fba7d326-2d62-4dd8-94b8-77917dca6b3c · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Towards stable test-time adaptation in dynamic wild world
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa5a295e-65ad-48b3-8493-3bd087c83f8a · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Un- supervised intra-domain adaptation for semantic segmentation through self- supervision
Reference 42
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 4b267a50-9ba1-4d00-9c6a-b12d40575814 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram The Entropy Enigma: Success and Failure of Entropy Minimization
Reference 43
Source-reported events for the cited work
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Observation fd2a310b-cc7e-4924-8025-8029bcae13b4 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Improving robustness against common corruptions by covariate shift adaptation
Reference 44
Source-reported events for the cited work
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Observation c8980fe0-4b42-4818-a8b1-fb600321f9ef · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Unresolved cited work
Reference 45
Source-reported events for the cited work
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Observation 6963a6e5-832e-4fb6-bf54-235e98e5da1f · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Unresolved cited work
Reference 46
Source-reported events for the cited work
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Observation b17f1e32-e8d0-45bd-9b7c-46ab8f3ef428 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Sequence to sequence learning with neural networks
Reference 47
Source-reported events for the cited work
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Observation d36d2666-0703-4092-94cf-7a93f4eeea79 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Discriminative adversarial domain adaptation
Reference 48
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 73660f9d-323d-42fe-98a3-6e909f26fc4c · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Attention is all you need
Reference 49
Source-reported events for the cited work
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Observation b48e73b4-4d0c-4d94-8ce1-aef85423e32a · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Nouvelles applications des param `etres continus `a la th ´eorie des formes quadratiques
Reference 50
Source-reported events for the cited work
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Observation 96154a46-6e4d-475a-82d4-ceefac6946a4 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Nouvelles applications des param `etres continus `a la th ´eorie des formes quadratiques
Reference 51
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Observation d7f1e650-35a0-4d5f-a1c8-8c366bacdc9f · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Tent: Fully test-time adaptation by entropy minimization
Reference 52
Source-reported events for the cited work
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Observation df3f8165-f727-4a5f-9c09-c6ac260a9edf · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Continual test-time do- main adaptation
Reference 53
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 22a8b458-1f9f-4915-b80f-1af2b98421ca · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram A MAX-AFFINE SPLINE PERSPECTIVE OF RECURRENT NEURAL NETWORKS
Reference 54
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 b6bd4965-5819-4a9b-a200-5798d6531858 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Exploiting the intrinsic neighborhood structure for source-free domain adaptation.Advances in neural information processing systems, 34:29393–29405, 2021
Reference 55
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 23358ace-8d3b-44bb-987f-3e3b63e79c5d · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Trust your good friends: Source-free domain adaptation by reciprocal neighborhood clustering
Reference 56
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 7a217830-53a0-4b6e-b0f5-174edf986449 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Max-affine spline insights into deep network pruning.Transactions on Machine Learning Research, 2022
Reference 57
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 3e003895-f1c7-4eb8-b872-d9649ca26d66 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Wide Residual Networks
Reference 58
Source-reported events for the cited work
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Observation b2403990-4512-47a6-894f-d699297c1b53 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Zhang, S
Reference 59
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 566883a8-b706-4c11-84fe-f62b5895bba8 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram AdaNPC: Exploring non-parametric classifier for test-time adaptation
Reference 60
Source-reported events for the cited work
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Observation 26cf15f5-9d4d-4a3e-a3bc-bf94b3612b79 · outbound
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram bike”, “bus
Reference 61
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.
No inbound Pith citation observations are available.