Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T05:26:55.526095Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 1 inbound Pith citation observation for arXiv:2412.00460.
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 2026-08-12T05:26:55.526095Z
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, observed 2026-08-06T14:50:15.356972Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T14:50:15.924074Z
64 of 64 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 911b064c-e2ab-4cc7-bc75-ea50228844dc · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Deep learning,
Reference 1
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 872c0861-21d2-43f2-8089-c14595c93298 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Deep residual learning for image recognition,
Reference 2
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 f7cd72be-465c-4b86-bea2-556b30439f20 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Faster r-cnn: Towards real-time object detection with region proposal networks,
Reference 3
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 a236b01e-33de-416c-bd21-fac7a0e34159 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Focal Loss for Dense Object Detection
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cca3f9bf-2ce5-43ed-a6eb-758b273dcf49 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Cascade r-cnn: Delving into high quality object detection,
Reference 5
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 c0e05b13-bed5-4701-b041-cf2b0d507447 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1414aee5-6af3-4bbd-9f10-169f9a55e970 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Deformable DETR: Deformable Transformers for End-to-End Object Detection
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 929dd505-6978-4b56-b9c6-15a13f948d51 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection End-to-end object detection with transformers,
Reference 8
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 50a5aba4-c99d-464f-bd4a-d3a34357f799 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Object region mining with adversarial erasing: A simple classification to se- mantic segmentation approach,
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 86d4af54-3cd7-4609-9b33-2599e4816048 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Centernet: Keypoint triplets for object detection,
Reference 10
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 ebc0b270-e3d5-48a1-a85a-f05028f857bc · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Feature pyramid networks for object detection,
Reference 11
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 37a9a611-2552-4e5a-9dc4-a421b18c4b10 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Swin transformer: Hierarchical vision transformer using shifted windows,
Reference 12
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 ee786714-ba93-47ae-94c2-c0a4e538c02f · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection A comprehensive survey of image augmentation techniques for deep learning,
Reference 13
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 6b2ffd04-e276-4a46-9ffe-c126fe6b155a · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Grounding dino: Marrying dino with grounded pre-training for open-set object detection,
Reference 14
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 11a1244f-9931-4e9d-b09c-5f1186c831c9 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Yolo- world: Real-time open-vocabulary object detection,
Reference 15
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 ceba0aa4-1804-4fe6-b395-86e3f7135385 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Towards automatic threat detection: A survey of advances of deep learning within x-ray security imaging,
Reference 16
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 2d4a7fe4-2016-4638-a0a8-b4d71e237d2c · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Seeing through the data: A statistical evaluation of prohibited item detection benchmark datasets for x-ray security screening,
Reference 17
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 1e572285-7571-4d62-bf1a-b0f13b3bc5c8 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Performance evaluation of segment anything model with variational prompting for application to non-visible spectrum imagery,
Reference 18
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 663c6faf-7bf7-4ef6-88f8-027a4ada8de2 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Unresolved cited work
Reference 19
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 4c04b16e-0849-4d0a-a8bf-78496dca92d0 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection A logarithmic x-ray imaging model for baggage inspection: Simulation and object detection,
Reference 20
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 755d32cc-74d4-4334-925f-21c387a18c6e · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Adaptive computer- based training increases on the job performance of x-ray screeners,
Reference 21
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 865836cf-48f4-4436-992b-18630fc62be7 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Towards real- world prohibited item detection: A large-scale x-ray benchmark,
Reference 22
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 d0f39dc5-a9a2-49b1-842b-28dba40bd521 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Detecting overlapped objects in x-ray security imagery by a label-aware mechanism,
Reference 23
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 a669f264-3975-450b-af48-77471c03e071 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Rwsc-fusion: Region-wise style-controlled fusion network for the prohibited x-ray security image synthesis,
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 32e77dc3-b643-483f-8ead-29690e556dae · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection A coarse to fine detection method for prohibited object in x-ray images based on progressive transformer decoder,
Reference 25
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 1ed01993-5e15-46d2-b984-653944c9c7b9 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Recent advances in baggage threat detection: A comprehensive and systematic survey,
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 2078b46d-4e95-48f6-b682-e4cb7e0bcd7c · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Dual- mode learning for multi-dataset x-ray security image detection,
Reference 27
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 e56cf11c-c45e-409c-902b-b980aa5cb12b · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Towards dual- view x-ray baggage inspection: A large-scale benchmark and adaptive hierarchical cross refinement for prohibited item discovery,
Reference 28
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 b6b966fe-135c-4e2f-a92a-10228a5f62a2 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection I2ol-net: Intra-inter objectness learning network for point-supervised x-ray prohibited item detection,
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 322a4e7a-9238-4ee0-bcf9-dab78c0663e9 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Ao-detr: Anti-overlapping detr for x-ray prohibited items detection,
Reference 30
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 ed955e22-21f4-451b-899c-4820148564b5 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Using deep convolutional neural network architectures for object clas- sification and detection within x-ray baggage security imagery,
Reference 31
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 e3b0e335-4ab9-4bf4-9f55-8209401e966d · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe00e7c6-d76b-4211-9858-75827a1aba85 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Transformers in vision: A survey,
Reference 33
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 13e659ad-5b99-415b-81ce-d4992fb0fa10 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Tood: Task- aligned one-stage object detection,
Reference 34
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 123e0cd5-f9f2-48b1-89bc-a436510c9b0e · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Random erasing data augmentation,
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 e5e7843c-57b8-44c5-a953-a8519ab7190d · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection mixup: Beyond Empirical Risk Minimization
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1376fbab-863a-4669-8184-70ea0c7acbe3 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Cutmix: Reg- ularization strategy to train strong classifiers with localizable features,
Reference 37
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 d73fe243-f4b3-46f7-a595-7801e33cdb8d · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Cut, paste and learn: Surprisingly easy synthesis for instance detection,
Reference 38
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 1a1cb9b6-9a4c-49fc-830e-7f344de7dcad · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Cutpaste: Self-supervised learning for anomaly detection and localization,
Reference 39
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 6ffdd5a1-daea-425b-be07-5888374bdd43 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Pha: Patch-wise high- frequency augmentation for transformer-based person re-identification,
Reference 40
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 b5b2af06-c426-4a59-aeea-a170391c63e8 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Data augmentation for low-level vision: Cutblur and mixture-of-augmentation,
Reference 41
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 95f5be28-dab5-409b-b2c7-692bbf285b12 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Frequency- enhanced data augmentation for vision-and-language navigation,
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 c972b4ba-e0db-4aff-9302-de5090dec70e · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Fourier-basis functions to bridge augmentation gap: Rethinking frequency augmentation in image classi- fication,
Reference 43
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 66ae7daf-cbec-405f-ae11-7617d1fc5734 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Edges to shapes to concepts: adversarial augmentation for robust vision,
Reference 44
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 0d758fef-9ec5-4848-bc8f-0418804df969 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Simple copy-paste is a strong data augmentation method for instance segmentation,
Reference 45
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 c0e69bfb-6456-440f-ba8c-48a6a2ce0ce7 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Puzzle mix: Exploiting saliency and local statistics for optimal mixup,
Reference 46
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 5f882b40-cca8-46e5-827c-5a0ea3ef7a20 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Op- erationalizing convolutional neural network architectures for prohibited object detection in x-ray imagery,
Reference 47
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 04e62a83-8670-44f3-a339-5e11e75dc464 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection The Good, the Bad and the Ugly: Evaluating Convolutional Neural Networks for Prohibited Item Detection Using Real and Synthetically Composited X-ray Imagery
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4bbef74d-f0cb-476a-87c2-e66846502d15 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Augmentation matters: A mix-paste method for x-ray prohibited item detection under noisy annotations,
Reference 49
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 17f0e8a0-18a7-479d-91d7-b59232fd4942 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Pidray: A large-scale x- ray benchmark for real-world prohibited item detection,
Reference 50
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 60e1eef0-5269-4d1e-bb0c-72433b6ece45 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Towards real-world x-ray security inspection: A high-quality benchmark and lateral inhibition module for prohibited items detection,
Reference 51
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 a251e5db-4295-445c-a70b-e0445d8a5763 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Exploring endogenous shift for cross-domain detection: A large-scale benchmark and perturbation suppression network,
Reference 52
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 7a23eca8-94b5-4b01-a4d9-5a396b31b195 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Few-shot x-ray prohibited item detection: A benchmark and weak-feature enhancement network,
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 29c5cfab-2694-4949-a3ea-29b79feb970a · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection {X-Adv}: Physical adversarial object attacks against x- ray prohibited item detection,
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 a20f5575-c1f2-49e8-b798-bb5f6ed4c987 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Sixray: A large-scale security inspection x-ray benchmark for prohibited item discovery in overlapping images,
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 4e51c826-dd93-4a32-a3a8-4781d48ee67b · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Fdtnet: Enhanc- ing frequency-aware representation for prohibited object detection from x-ray images via dual-stream transformers,
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 5c56fc8f-8701-44f1-a5f7-cb95c44efffd · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Forknet: Over- lapping image disentanglement for accurate prohibited item detection,
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 d1405f4e-04af-431d-afe0-745ca3aa3aca · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Pixdet: Prohibited items x-ray image detection in complex background,
Reference 58
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 ed3d73d2-4d23-41dc-a228-8e6a074a63ba · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Occluded prohibited items detection: An x-ray security inspection benchmark and de-occlusion attention module,
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 6affa8cf-7f31-477c-9875-18235b358513 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Bridging the gap between anchor-based and anchor-free detection via adaptive training sample selection,
Reference 60
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 16235c88-bb99-4764-b421-5420b10096fd · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection MMDetection: Open MMLab Detection Toolbox and Benchmark
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af993b99-82bd-4068-87f9-1fa74b1d1082 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Microsoft coco: Common objects in context,
Reference 62
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 40ba777e-bfea-40fa-b3d2-069a53db4170 · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Unresolved cited work
Reference 2022
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 b8b1046f-9707-4b54-9c39-7d44878e93ed · outbound
BGM: Background Mixup for X-ray Prohibited Items Detection Unresolved cited work
Reference 2023
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 d2ca8314-0dcd-4920-b396-ef283c7c8e95 · inbound
Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation BGM: Background Mixup for X-ray Prohibited Items Detection
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.