Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-30T18:56:30.594491Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2607.23658.
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 2026-07-30T18:56:30.594491Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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
56 of 56 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 79a4f39f-c944-43dd-8edc-c09cfc45f1b1 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Aadc-net: A multimodal deep learning framework for automatic anomaly detection in real-time surveillance,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64dd1aba-aae4-4c12-8658-3fe444db4f41 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Anomaly detection for medical images using heterogeneous auto-encoder,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 025642a1-cde0-411a-b5bc-7e45371f61fa · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Enhancing unsupervised anomaly detection with score-guided network,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b7aaa6b3-6c37-4def-8178-7d77ec0dca7d · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Exploiting structural consistency of chest anatomy for unsupervised anomaly detection in radiography images,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0dc1fc6-4896-443e-95f9-56a03a1c2cc4 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Unistad: An unified triple-tower student–teacher model for multi-class anomaly detection and localization,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 791421fd-0522-4275-b840-50b4afdb7c82 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Boosting global- local feature matching via anomaly synthesis for multi-class point cloud anomaly detection,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8ea2681-a15f-4bea-8b47-9c02b00cd708 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Costfilter- ad: Enhancing anomaly detection through matching cost filtering,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95d5c992-8978-476e-93d7-b2d7ef9e3c08 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Revisiting reverse distillation for anomaly detection,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b894a1d5-cb45-4598-9747-9069defd8949 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection A unified anomaly synthesis strategy with gradient ascent for industrial anomaly detection and localization,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25839331-a59e-4b7f-b31a-e1b93b972ade · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Unsupervised anomaly segmentation via deep feature reconstruction,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37069cac-0b13-486d-b701-dfdf1140c33f · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Towards visually explaining variational autoencoders,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be732247-9949-4a8a-b748-c0d134baf767 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Divide- and-assemble: Learning block-wise memory for unsupervised anomaly detection,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ecb92b2-c336-4006-a997-844fd538b72f · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Memorizing normality to detect anomaly: Memory- augmented deep autoencoder for unsupervised anomaly detection,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b45c106e-7780-4e9a-bd23-fd33c2a381c8 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Omni-frequency channel-selection representations for unsupervised anomaly detection,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9be01c97-6a11-4fd5-b2a6-87138143c4d5 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Reconstruction by inpainting for visual anomaly detection,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50791451-10ac-4edd-ac40-9e0c52b31975 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Unsupervised surface anomaly detection with diffusion probabilistic model,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 476fc681-d57b-4912-94eb-625d18dc62e7 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Glad: Towards better reconstruction with global and local adaptive diffusion models for unsupervised anomaly detection,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be5f269c-bf3f-4086-bf6c-eacebccbf451 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection A diffusion-based framework for multi-class anomaly detection,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2a9bbed-0829-4454-ab5e-9bfa67aa99f2 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Adtr: Anomaly detection transformer with feature reconstruction,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea81a7a8-06c1-4ec3-bc90-b86e9d8f00ac · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Draem-a discriminatively trained reconstruction embedding for surface anomaly detection,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1e7155e-a052-4207-9e76-64a1dab3c230 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Diffusionad: Norm-guided one-step denoising diffusion for anomaly detection,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb938132-e277-49a7-8818-339a947148ea · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Dsr–a dual subspace re- projection network for surface anomaly detection,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9200955-1294-4807-9353-c1fc03b80e0c · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Unsupervised Anomaly Detection via Masked Diffusion Posterior Sampling
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9fe42d8f-cce1-4173-9aa4-276067a4c745 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Anomaly detection with conditioned denoising diffusion models,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51e3909c-0a30-448a-9300-50e408ea8224 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection A unified model for multi-class anomaly detection,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7842056-9493-443e-afa5-4e265a96c39c · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Destseg: Segmentation guided denoising student-teacher for anomaly detection,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35073856-936a-4e50-a331-c861f16b0a52 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Just noticeable learning for unsupervised anomaly localization and detection,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aabc537e-1af6-4a4a-bf3c-1c988679e376 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Learning semantic context from normal samples for unsupervised anomaly detection,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d19c5b2-1a1e-4028-8f88-756625d646f3 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection A survey on multimodal large language models for autonomous driving,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 263e7486-0927-46f0-a2a8-955755c2eb76 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Spatio-contextual deep network-based multimodal pedestrian detection for autonomous driving,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04a1f922-bb23-4eba-bc4c-8db90257b8c0 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Unified domain adaptive semantic segmentation,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 279193ea-6cf8-470a-bf3b-785ff0628682 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Multi-granularity con- trastive cross-modal collaborative generation for end-to-end long-term video question answering,
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d4664d0-adb2-4d38-8a33-ccd287df1792 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection History aware multimodal transformer for vision-and-language navigation,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36e3b8fc-1570-4641-b223-669bed273cda · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Cross-modal map learning for vision and language navigation,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ba99dbb-c8d6-411b-a98e-056f22cefb19 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection An overview of deep learning methods for multimodal medical data mining,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc6e5525-d6c7-4cd5-b4ea-3dae1705d966 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Plug-and-play regula- tors for image-text matching,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 198ea5bc-6608-4a44-b33e-e00b3294449f · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Rfnet: Region-aware fusion network for incomplete multi-modal brain tumor segmentation,
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6bb6700-76b8-44e6-9226-11ca023fe5e6 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Equivariant multi-modality image fusion,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f968b4c-b0d9-4807-a63c-12abfb5d2a1b · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection U-net: Convolutional networks for biomedical image segmentation,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b42f882-356e-4603-a4ce-6f8b51589067 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Restormer: Efficient transformer for high-resolution image restoration,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 516f219e-15db-40e7-a9e6-29625903f7c3 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Gafusion: Adaptive fusing lidar and camera with multiple guidance for 3d object detection,
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c26d65a1-8194-4737-9dc0-bb13c800c6b8 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Event-assisted low-light video object segmentation,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a63f6f4b-cd25-4b92-be26-22bf7183a838 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Cross-modal implicit relation reasoning and aligning for text-to-image person retrieval,
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8477a641-4ef5-4fcf-8b7b-3423d1c5fcce · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection See more and know more: Zero-shot point cloud segmentation via multi-modal visual data,
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54beb1a3-fbbd-4fdc-8811-e1ebf31efffb · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Align before fuse: Vision and language representation learning with momentum distillation,
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5803e02f-4954-403a-9d9e-54e0c477841c · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Emerging properties in self-supervised vision transformers,
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1817295-7759-48d2-a3e8-8496f3c46847 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Swin transformer: Hierarchical vision transformer using shifted windows,
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c0b1923-90f7-4fd0-a9b9-e8bf34438350 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Attention is all you need,
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1cf30a79-708c-4a06-bc12-977fae695aab · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Wavelet based image fusion techniques—an introduction, review and comparison,
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72bb05fc-4478-474a-87a9-876c95a673f0 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Xnet: Wavelet- based low and high frequency fusion networks for fully-and semi- supervised semantic segmentation of biomedical images,
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9e77bb9-c37b-4a5e-b49d-752d1f9ac0ad · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Simplenet: A simple network for image anomaly detection and localization,
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92f27fa2-d4db-48f7-b266-9cede7b779b3 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Exploring plain vit features for multi-class unsupervised visual anomaly detection,
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb5633e5-6331-4218-ad74-ee7745606353 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Anomalydino: Boosting patch-based few-shot anomaly detection with dinov2,
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a277199-a32f-4f14-9388-e937b8dae3cb · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Dinomaly: The less is more philosophy in multi-class unsupervised anomaly detec- tion,
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7501e20f-8c0e-4a75-8566-7bd8ec0e5889 · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection On estimation of a probability density function and mode,
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48f99355-7e36-4016-8cab-70d026f7278b · outbound
XMatchAD: A Cross-Modal Matching Perspective on Reconstruction-based Anomaly Detection Grad-cam: Visual explanations from deep networks via gradient-based localization,
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.