Masked Diffusion Modeling for Anomaly Detection | Paper Citation Record

Observation 0e908aac-9f38-440a-9419-cd6908b0d44f · outbound

This paper cites Anomaly detection: A survey.ACM computing surveys (CSUR), 41(3):1–58, 2009.

Masked Diffusion Modeling for Anomaly Detection Anomaly detection: A survey.ACM computing surveys (CSUR), 41(3):1–58, 2009

Reference 1

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Observation 66638b27-9d19-4755-842c-118c1ea5f9a0 · outbound

This paper cites A unifying review of deep and shallow anomaly detection.Proceedings of the IEEE, 109(5):756–795, 2021.

Masked Diffusion Modeling for Anomaly Detection A unifying review of deep and shallow anomaly detection.Proceedings of the IEEE, 109(5):756–795, 2021

Reference 2

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Observation 4fe93044-0258-41be-a04b-fbd9f8bcbf23 · outbound

This paper cites Deep learning for anomaly detection: A review.ACM Computing Surveys (CSUR), 54(2):1–38, 2021.

Masked Diffusion Modeling for Anomaly Detection Deep learning for anomaly detection: A review.ACM Computing Surveys (CSUR), 54(2):1–38, 2021

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation a2f6ace4-df95-48e2-8a9b-173c249fee25 · outbound

This paper cites Sensor fault and patient anomaly detection and classification in medical wireless sensor networks.

Masked Diffusion Modeling for Anomaly Detection Sensor fault and patient anomaly detection and classification in medical wireless sensor networks

Reference 4

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Observation 1b5c5543-7631-4771-8510-4d012d296883 · outbound

This paper cites Anomaly detection in medical wireless sensor networks using machine learning algorithms.Procedia Computer Science, 70:325–333, 2015.

Masked Diffusion Modeling for Anomaly Detection Anomaly detection in medical wireless sensor networks using machine learning algorithms.Procedia Computer Science, 70:325–333, 2015

Reference 5

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Observation 21e0fb32-b2f0-47ac-8cb6-323f733fae00 · outbound

This paper cites A survey of anomaly detection techniques in financial domain.Future Generation Computer Systems, 55:278–288, 2016.

Masked Diffusion Modeling for Anomaly Detection A survey of anomaly detection techniques in financial domain.Future Generation Computer Systems, 55:278–288, 2016

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation a051e33f-110b-47a6-b558-e9ee15d4b4eb · outbound

This paper cites Anomaly detection approaches for semiconductor manufacturing.Procedia Manufacturing, 11:2018–2024, 2017.

Masked Diffusion Modeling for Anomaly Detection Anomaly detection approaches for semiconductor manufacturing.Procedia Manufacturing, 11:2018–2024, 2017

Reference 7

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Observation 16619a3d-ff12-4aed-adea-c64bef6dd117 · outbound

This paper cites Challenges for unsupervised anomaly detection in particle physics.Journal of High Energy Physics, 2022(3):66, 2022.

Masked Diffusion Modeling for Anomaly Detection Challenges for unsupervised anomaly detection in particle physics.Journal of High Energy Physics, 2022(3):66, 2022

Reference 8

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Observation c22610fd-20d6-4c3d-ad68-7ad9bd03280c · outbound

This paper cites Telemetry-mining: a machine learning approach to anomaly detection and fault diagnosis 12 for space systems.

Masked Diffusion Modeling for Anomaly Detection Telemetry-mining: a machine learning approach to anomaly detection and fault diagnosis 12 for space systems

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation e7de8a38-ccaf-48a8-88a6-f1ef029762f1 · outbound

This paper cites Anomaly detection methods for categorical data: A review.ACM Computing Surveys (CSUR), 52(2):1–35, 2019.

Masked Diffusion Modeling for Anomaly Detection Anomaly detection methods for categorical data: A review.ACM Computing Surveys (CSUR), 52(2):1–35, 2019

Reference 10

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Observation 41fdbd91-a4b0-4789-9b78-b7a79adfa6df · outbound

This paper cites Adbench: Anomaly detection benchmark.Advances in Neural Information Processing Systems, 35:32142–32159, 2022.

Masked Diffusion Modeling for Anomaly Detection Adbench: Anomaly detection benchmark.Advances in Neural Information Processing Systems, 35:32142–32159, 2022

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation 202cb65f-01c9-4a48-b6d0-0849768af6a3 · outbound

This paper cites Nlp- adbench: Nlp anomaly detection benchmark.Findings of the Association for Computational Linguistics: EMNLP 2025, 2025.

Masked Diffusion Modeling for Anomaly Detection Nlp- adbench: Nlp anomaly detection benchmark.Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Reference 12

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Observation 8c95c68b-9c83-4ab6-ab5f-97af43f5aae1 · outbound

This paper cites Deep unsuper- vised learning using nonequilibrium thermodynamics.

Masked Diffusion Modeling for Anomaly Detection Deep unsuper- vised learning using nonequilibrium thermodynamics

Reference 13

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Observation 3e655977-be98-4e7d-83c5-240aa712c337 · outbound

This paper cites Denoising diffusion probabilistic models.Advances in Neural Information Processing Systems, 33:6840–6851, 2020.

Masked Diffusion Modeling for Anomaly Detection Denoising diffusion probabilistic models.Advances in Neural Information Processing Systems, 33:6840–6851, 2020

Reference 14

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Observation 8416e2df-c020-44d3-9571-5db45489351c · outbound

This paper cites Simple and effective masked diffusion language models.Advances in Neural Information Processing Systems, 37:130136–130184, 2024.

Masked Diffusion Modeling for Anomaly Detection Simple and effective masked diffusion language models.Advances in Neural Information Processing Systems, 37:130136–130184, 2024

Reference 15

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Observation 19d641a3-5714-44a8-ac04-92c5d3ac787c · outbound

This paper cites Structured denoising diffusion models in discrete state-spaces.Advances in Neural Information Processing Systems, 34:17981–17993, 2021.

Masked Diffusion Modeling for Anomaly Detection Structured denoising diffusion models in discrete state-spaces.Advances in Neural Information Processing Systems, 34:17981–17993, 2021

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation 777629f9-33da-42f3-b5c4-f3814a6c99ed · outbound

This paper cites Masked diffusion models are secretly time-agnostic masked models and exploit inaccurate categorical sampling.

Masked Diffusion Modeling for Anomaly Detection Masked diffusion models are secretly time-agnostic masked models and exploit inaccurate categorical sampling

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation 0ae4429b-d338-403a-ba71-bfbc35322950 · outbound

This paper cites Dif- fusion beats autoregressive in data-constrained settings.

Masked Diffusion Modeling for Anomaly Detection Dif- fusion beats autoregressive in data-constrained settings

Reference 18

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Observation 1a6f45f6-6873-4652-9b1a-54c670a61799 · outbound

This paper cites Con- strained discrete diffusion.

Masked Diffusion Modeling for Anomaly Detection Con- strained discrete diffusion

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:03:29.956001Z

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Observation f1963548-e403-427c-b430-6ed25946aeba · outbound

This paper cites Understanding Reinforcement Learning-Based Fine-Tuning of Diffusion Models: A Tutorial and Review.

Masked Diffusion Modeling for Anomaly Detection Understanding Reinforcement Learning-Based Fine-Tuning of Diffusion Models: A Tutorial and Review

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:53:29.855029Z

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Observation a06792fc-1955-4960-ba1c-aa2cd334f1d0 · outbound

This paper cites On diffusion model- ing for anomaly detection.

Masked Diffusion Modeling for Anomaly Detection On diffusion model- ing for anomaly detection

Reference 21

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Observation eaf5009e-7bbe-44ee-965b-9873b1837572 · outbound

This paper cites Efficient algorithms for mining outliers from large data sets.SIGMOD Record, 29(2):427–438, June 2000.

Masked Diffusion Modeling for Anomaly Detection Efficient algorithms for mining outliers from large data sets.SIGMOD Record, 29(2):427–438, June 2000

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation 36a88bc5-7b31-4589-bce2-37aa7154cc80 · outbound

This paper cites Isolation forest.

Masked Diffusion Modeling for Anomaly Detection Isolation forest

Reference 23

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Observation 29db9991-169c-4bd0-a544-c855df27752f · outbound

This paper cites an unresolved cited work.

Masked Diffusion Modeling for Anomaly Detection Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation ed9812a6-afd6-4d1c-954d-0a297b759e94 · outbound

This paper cites Copod: Copula-based outlier detection.

Masked Diffusion Modeling for Anomaly Detection Copod: Copula-based outlier detection

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation 64efe070-5007-463c-94dd-847d9a97c0ad · outbound

This paper cites Unsupervised Anomaly Detection for Auditing Data and Impact of Categorical Encodings.

Masked Diffusion Modeling for Anomaly Detection Unsupervised Anomaly Detection for Auditing Data and Impact of Categorical Encodings

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:53:29.846698Z

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Observation acfb6676-743c-4931-85d1-4287401a886d · outbound

This paper cites MCM: Masked cell modeling for anomaly detection in tabular data.

Masked Diffusion Modeling for Anomaly Detection MCM: Masked cell modeling for anomaly detection in tabular data

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation f26e1a84-0731-4c0f-b17f-638ee64a382b · outbound

This paper cites Beyond individual input for deep anomaly detection on tabular data.

Masked Diffusion Modeling for Anomaly Detection Beyond individual input for deep anomaly detection on tabular data

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation 9d610d44-ea44-46bb-a1fa-d32d499b020c · outbound

This paper cites Anomaly detection for tabular data with internal contrastive learning.

Masked Diffusion Modeling for Anomaly Detection Anomaly detection for tabular data with internal contrastive learning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation 0d70bc27-1a79-43e1-b0de-68840935d67b · outbound

This paper cites Fast and reliable anomaly detection in categorical data.

Masked Diffusion Modeling for Anomaly Detection Fast and reliable anomaly detection in categorical data

Reference 30

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Observation 088bb506-b6d5-4c86-8495-c59d4a99f51a · outbound

This paper cites an unresolved cited work.

Masked Diffusion Modeling for Anomaly Detection Unresolved cited work

Reference 31

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Observation a163e6a5-f81a-4dec-920a-331c28051f9f · outbound

This paper cites DRL: Decom- posed representation learning for tabular anomaly detection.

Masked Diffusion Modeling for Anomaly Detection DRL: Decom- posed representation learning for tabular anomaly detection

Reference 32

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Observation bd35b21d-efe3-4522-b70f-a05cb78c6208 · outbound

This paper cites Anomaly detection using autoencoders with nonlinear dimensionality reduction.

Masked Diffusion Modeling for Anomaly Detection Anomaly detection using autoencoders with nonlinear dimensionality reduction

Reference 33

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Observation c2139137-5c43-438c-8040-992592c85a6f · outbound

This paper cites Variational autoencoder based anomaly detection using recon- struction probability.Special lecture on IE, 2(1):1–18, 2015.

Masked Diffusion Modeling for Anomaly Detection Variational autoencoder based anomaly detection using recon- struction probability.Special lecture on IE, 2(1):1–18, 2015

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation 5a75d5fc-6cf3-4bb2-ac71-ec004ca7f89d · outbound

This paper cites Deep autoencoding gaussian mixture model for unsupervised anomaly detection.

Masked Diffusion Modeling for Anomaly Detection Deep autoencoding gaussian mixture model for unsupervised anomaly detection

Reference 35

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Observation 086c0867-be37-4eac-bc97-be5f3e736d77 · outbound

This paper cites Waldstein, Ursula Schmidt-Erfurth, and Georg Langs.

Masked Diffusion Modeling for Anomaly Detection Waldstein, Ursula Schmidt-Erfurth, and Georg Langs

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation 25a47216-6cf2-4306-8ffa-fbb4c28fd95f · outbound

This paper cites Ganomaly: Semi-supervised anomaly detection via adversarial training.

Masked Diffusion Modeling for Anomaly Detection Ganomaly: Semi-supervised anomaly detection via adversarial training

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation 8c71162d-c6b5-4a7d-ba1a-9ce708e3ef9d · outbound

This paper cites Same same but differnet: Semi- supervised defect detection with normalizing flows.

Masked Diffusion Modeling for Anomaly Detection Same same but differnet: Semi- supervised defect detection with normalizing flows

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation b6969f32-7bf5-46dc-9368-c161ab7e582e · outbound

This paper cites A Survey on Diffusion Models for Anomaly Detection.

Masked Diffusion Modeling for Anomaly Detection A Survey on Diffusion Models for Anomaly Detection

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:53:29.850105Z

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Observation 2bd31f25-f5cb-43a8-aeaf-b867b98a9103 · outbound

This paper cites Anoddpm: Anomaly detection with denoising diffusion probabilistic models using simplex noise.

Masked Diffusion Modeling for Anomaly Detection Anoddpm: Anomaly detection with denoising diffusion probabilistic models using simplex noise

Reference 40

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation 954d1c3f-b215-4ef4-b590-aa404010d514 · outbound

This paper cites Anomaly detection with conditioned denoising diffusion models.

Masked Diffusion Modeling for Anomaly Detection Anomaly detection with conditioned denoising diffusion models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation e6719fd3-b82b-4a30-bcfd-aa484c4fbd54 · outbound

This paper cites Diffusionad: Norm-guided one-step denoising diffusion for anomaly detection.IEEE transactions on pattern analysis and machine intelligence, 2025.

Masked Diffusion Modeling for Anomaly Detection Diffusionad: Norm-guided one-step denoising diffusion for anomaly detection.IEEE transactions on pattern analysis and machine intelligence, 2025

Reference 42

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation 9c59f25f-428c-4c7b-8c7f-c365e26acffb · outbound

This paper cites Simplified and generalized masked diffusion for discrete data.

Masked Diffusion Modeling for Anomaly Detection Simplified and generalized masked diffusion for discrete data

Reference 43

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Observation 86f7164f-9af4-4098-8f35-b4b58a3bae57 · outbound

This paper cites Language models are unsupervised multitask learners.OpenAI blog, 1(8):9, 2019.

Masked Diffusion Modeling for Anomaly Detection Language models are unsupervised multitask learners.OpenAI blog, 1(8):9, 2019

Reference 44

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Observation 148238a8-032f-4ae5-99e5-664316d0dde9 · outbound

This paper cites Deep one-class classification.

Masked Diffusion Modeling for Anomaly Detection Deep one-class classification

Reference 45

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Observation 14453dac-9e76-4af8-9dbe-3a987b4b5c94 · outbound

This paper cites Classification-based anomaly detection for general data.

Masked Diffusion Modeling for Anomaly Detection Classification-based anomaly detection for general data

Reference 46

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation d8a6e3b1-8288-4a8f-ba3c-650a57d51f74 · outbound

This paper cites DATE: Detecting anomalies in text via self-supervision of transformers.

Masked Diffusion Modeling for Anomaly Detection DATE: Detecting anomalies in text via self-supervision of transformers

Reference 47

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation efa2b0f0-3645-4bee-bd3f-b89149cbf7b2 · outbound

This paper cites Few-shot anomaly detection in text with deviation learning.

Masked Diffusion Modeling for Anomaly Detection Few-shot anomaly detection in text with deviation learning

Reference 48

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation f6e499ae-6ed7-4684-89dc-ff00a043c75f · outbound

This paper cites BERT: Pre-training of deep bidirectional transformers for language understanding.

Masked Diffusion Modeling for Anomaly Detection BERT: Pre-training of deep bidirectional transformers for language understanding

Reference 49

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation 56501c5e-dcae-4a28-9c6f-8702c7c7cb25 · outbound

This paper cites New embedding models and api updates.

Masked Diffusion Modeling for Anomaly Detection New embedding models and api updates

Reference 50

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Observation 56f6a8b4-fac9-44e6-b9ca-4f052b706892 · outbound

This paper cites Lof: identifying density-based local outliers.

Masked Diffusion Modeling for Anomaly Detection Lof: identifying density-based local outliers

Reference 51

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Observation 9588f00a-e116-4596-8048-8f520de6a24c · outbound

This paper cites Generative adversarial active learning for unsupervised outlier detection.IEEE Transactions on Knowledge and Data Engineering, 32(8):1517–1528, 2019.

Masked Diffusion Modeling for Anomaly Detection Generative adversarial active learning for unsupervised outlier detection.IEEE Transactions on Knowledge and Data Engineering, 32(8):1517–1528, 2019

Reference 52

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation 5fded65d-5bfc-4e1a-8d40-6d9cefa289c9 · outbound

This paper cites Aggarwal.Outlier Analysis.

Masked Diffusion Modeling for Anomaly Detection Aggarwal.Outlier Analysis

Reference 53

Resolution: unresolved; no resolver link, observed 2026-06-29T09:14:17.683170Z

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Observation e1ecf357-5ce4-4402-8d92-8617de189c95 · outbound

This paper cites Auto-Encoding Variational Bayes.

Masked Diffusion Modeling for Anomaly Detection Auto-Encoding Variational Bayes

Reference 54

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T13:53:29.852412Z

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Observation 66758c62-5410-4d21-8441-91fd8ff17ad8 · outbound

This paper cites Lunar: Unifying local outlier detection methods via graph neural networks.Proceedings of the AAAI Conference on Artificial Intelligence, 36(6):6737–6745, Jun.

Masked Diffusion Modeling for Anomaly Detection Lunar: Unifying local outlier detection methods via graph neural networks.Proceedings of the AAAI Conference on Artificial Intelligence, 36(6):6737–6745, Jun

Reference 55

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