Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T12:23:55.861463Z
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2504.12970.
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 2026-08-16T12:23:55.861463Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e65cc139-483a-47a1-aefc-c7102deb3404 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Cutpaste: Self-supervised learning for anomaly detection and localization,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 769e376f-14e1-4445-b198-4bc7ee5507a9 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Anomaly detection via reverse distillation from one-class embedding,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5548c839-790c-4696-aa00-240cbbf24577 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Rethinking reverse distillation for multi-modal anomaly detection,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cdd45c14-5540-4fc3-98ea-93ab69b4661e · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Friend or Foe? Harnessing Controllable Overfitting for Anomaly Detection
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9e6f27d0-2daa-4b81-a30d-0155ad0f89fb · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection AnoDDPM: Anomaly detection with denoising diffusion probabilistic models using simplex noise,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2ac5746a-0fc3-45fd-9b69-87ebebf54811 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Unsupervised surface anomaly detection with diffusion probabilistic model,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f090464e-5b71-4e22-99bd-1f5bea658fff · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Anomaly Detection with Conditioned Denoising Diffusion Models
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1bf7a14-93f9-493e-acf7-6c5b28b376af · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection DRÆM: A discriminatively trained reconstruction embedding for surface anomaly detection,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2ad15073-9c3c-46f5-90e1-14f41523a58b · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Realnet: A feature selection network with realistic synthetic anomaly for anomaly detection,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 66db3ac6-5989-4f44-b11b-e1af13954468 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Natural synthetic anomalies for self-supervised anomaly detection and localization,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bce5f4e0-0b27-4739-a8f4-8ef09e4e6938 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection GANomaly: Semi-supervised anomaly detection via adversarial training,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 71b56bc0-2f33-4057-bc55-df2642412796 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection f-AnoGAN: Fast unsupervised anomaly detection with generative adversarial networks,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e256c9ab-9f08-4b6b-9c75-307b64767568 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection OCGAN: One-class novelty detection using gans with constrained latent representations,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e1f71017-be42-473e-809a-8f820185cc18 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Deep learning for anomaly detection: A review,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e01ad992-8c56-4057-89fb-9c7568c9ea4a · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Anomalydiffusion: Few-shot anomaly image generation with diffusion model,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0e089792-534c-4b8a-ab2e-fad2713ae5d8 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Transfusion – a transparency-based diffusion model for anomaly detection,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fd36a2b3-664c-4da8-aa82-f0313cc6fa1f · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Enhancing anomaly detection via generating diversified and hard-to-distinguish synthetic anomalies,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b25d6730-737b-43dc-aac2-c06f0c611394 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Few-shot anomaly-driven generation for anomaly classifica- tion and segmentation,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 05830f84-a39e-4b31-af2c-9d960777af93 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection VOS: Learning what you don’t know by virtual outlier synthesis,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a1a6acdb-decb-40e6-a906-e804839b17e8 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Segment Anything
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0096ad01-f33a-4eab-a44e-fd8189de5d21 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Multiquadric equations of topography and other irregular surfaces,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21ffc526-406b-450e-9d7f-eb61a83bf149 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection A microscopic theory for antiphase boundary motion and its application to antiphase domain coarsening,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cabd3143-8e60-413d-b258-bd481c81839a · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Self-adaptive loss balanced physics-informed neural networks,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 08a90872-da60-4ba9-ae0f-7387a16b6856 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Theory of edge detection,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a02c3ae9-fdf8-4de5-8191-b2fc7fe4030f · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Mvtec ad–a comprehensive real-world dataset for unsupervised anomaly detection,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8098d1df-2867-4568-8a82-37e151cf1e82 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Spot-the-difference self-supervised pre-training for anomaly detection and segmentation,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation aee61a79-2901-4d72-bf96-3ba5210c1788 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Vt-adl: A vision transformer network for image anomaly detection and localization,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 03547a71-6ca3-4416-9dd0-a4c8fac2f6ae · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Dsr – a dual subspace re-projection network for surface anomaly detection,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d1f6c718-4642-4d88-bff9-6c0a9ef52258 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Revisiting reverse distillation for anomaly detection,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 400cad0b-9b42-41cc-abd4-f80eb0a11a53 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Sub-Image Anomaly Detection with Deep Pyramid Correspondences
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f16e917-61a0-4e8f-b507-8037247db7ed · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection SimpleNet: A Simple Network for Image Anomaly Detection and Localization
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c3e1d0ef-3b6e-4708-b0b7-dcbef20efa8a · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Towards total recall in industrial anomaly detection: Feature memory readers,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 99dd22f3-d4c5-4912-a896-36e4df1749b6 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Optimising area under the roc curve using gradient descent,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 01bd8cbe-d4af-4955-a407-bfeaf1b81cfd · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Meta-Learning with Implicit Gradients
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45fcb24a-7323-4a97-b48d-3ee159fd6198 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 966ca071-18f9-4311-afe3-46d980eb64e2 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Unresolved cited work
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 418b2505-93ea-45a6-b465-574acc7d0dc1 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8f8c96ff-2810-44b0-8075-4184226ec209 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Additional Regularization
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4636dca3-1acf-46d1-bd4c-1a27c813cc35 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b6ba8da7-eb2e-40b5-8af4-290838eec157 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection normal” and “anomaly
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4b98f9d7-e33a-492c-bc52-bd743ac0feb2 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection • Assign each point an initial direction θ, from which we derive dy = sinθ, dx = cosθ
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1ec358e2-8b60-4510-a8ed-34e5926c56c7 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection • With a small probability, branch_prob, generate a branch by slightly shifting dy, dx
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ffd8a180-8edd-4c1a-a001-d0282f8099ff · outbound
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 98d934cb-7294-4882-90cc-e04ff82e94f0 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection • Generate polygons with deformed edges and fill them into a temporary mask
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e7f63af3-a009-4a58-ab26-ca349d0d9761 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8b3e9339-fc79-4ef6-96a3-8207363f824d · outbound
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 66d5e855-3fda-44c0-bc93-2ac22a6d3a80 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 17c07c66-0148-47ba-a36c-47b21314a001 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection • Else, compare to a constant color cref
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7b2a0fc6-bf72-42ce-bdcb-737a023257f1 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d93f66b1-1ce0-47c1-8c10-fdf20ebae1f8 · outbound
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2166b444-49aa-4cdd-bbe0-437fa326b828 · outbound
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
No inbound Pith citation observations are available.