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Paper Citation Record · LEDGER

BGM: Background Mixup for X-ray Prohibited Items Detection

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.

pith.paper-citation-record.v1
2412.00460 v3

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T05:26:55.526095Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:50:15.356972Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-06T14:50:15.924074Z

Reference resolution

64 of 64 outbound references displayed

  • verified exact0
  • verified fuzzy54
  • unresolved9
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 911b064c-e2ab-4cc7-bc75-ea50228844dc · outbound

This paper cites Deep learning,.

BGM: Background Mixup for X-ray Prohibited Items Detection Deep learning,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:56.086385Z

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.

source=pdf_text observed=2026-08-12T05:26:55.347894Z digest=sha256:f71680d5d2d2fd95875e12299444c2bd57c89dcb7d18d444e50b5c624e24a065

Observation 872c0861-21d2-43f2-8089-c14595c93298 · outbound

This paper cites Deep residual learning for image recognition,.

BGM: Background Mixup for X-ray Prohibited Items Detection Deep residual learning for image recognition,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:56.079480Z

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.

source=pdf_text observed=2026-08-12T05:26:55.351715Z digest=sha256:027d72bde0ce8f32c5a55cf9762bc55fede757b917db544f5e8a90d46210624d

Observation f7cd72be-465c-4b86-bea2-556b30439f20 · outbound

This paper cites Faster r-cnn: Towards real-time object detection with region proposal networks,.

BGM: Background Mixup for X-ray Prohibited Items Detection Faster r-cnn: Towards real-time object detection with region proposal networks,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:56.072473Z

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.

source=pdf_text observed=2026-08-12T05:26:55.355096Z digest=sha256:80287f0ba6f0d56f9dc98aaae341e0b725280a5049d29a85a2cefc37f54dad4d

Observation a236b01e-33de-416c-bd21-fac7a0e34159 · outbound

This paper cites Focal Loss for Dense Object Detection.

BGM: Background Mixup for X-ray Prohibited Items Detection Focal Loss for Dense Object Detection

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-12T05:26:55.358651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:26:55.358651Z digest=sha256:f5f671450853bd405b2a4af13e1e609d0becb24d41c00c0f1542f8dc89d1083c

Observation cca3f9bf-2ce5-43ed-a6eb-758b273dcf49 · outbound

This paper cites Cascade r-cnn: Delving into high quality object detection,.

BGM: Background Mixup for X-ray Prohibited Items Detection Cascade r-cnn: Delving into high quality object detection,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:56.063880Z

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.

source=pdf_text observed=2026-08-12T05:26:55.362532Z digest=sha256:1f9693d13e73f53d696b70eed3566a989136052b268a7f02dee1d9737785a53f

Observation c0e05b13-bed5-4701-b041-cf2b0d507447 · outbound

This paper cites DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection.

BGM: Background Mixup for X-ray Prohibited Items Detection DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-12T05:26:55.365326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:26:55.365326Z digest=sha256:bec862a08232d26f31520e7731dc6de1226e4fce7bb1662c7efcc39625f3857a

Observation 1414aee5-6af3-4bbd-9f10-169f9a55e970 · outbound

This paper cites Deformable DETR: Deformable Transformers for End-to-End Object Detection.

BGM: Background Mixup for X-ray Prohibited Items Detection Deformable DETR: Deformable Transformers for End-to-End Object Detection

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-12T05:26:55.368846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:26:55.368846Z digest=sha256:13cc4a788ec9540224a7bec438cf45790b0ce742dff8297b3fa895fdda48f708

Observation 929dd505-6978-4b56-b9c6-15a13f948d51 · outbound

This paper cites End-to-end object detection with transformers,.

BGM: Background Mixup for X-ray Prohibited Items Detection End-to-end object detection with transformers,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:56.056293Z

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.

source=pdf_text observed=2026-08-12T05:26:55.372399Z digest=sha256:ed11fc8f9a729581be232963dfe2de580599ce381752b4bd21e44a8e72375883

Observation 50a5aba4-c99d-464f-bd4a-d3a34357f799 · outbound

This paper cites Object region mining with adversarial erasing: A simple classification to se- mantic segmentation approach,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:56.047226Z

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.

source=pdf_text observed=2026-08-12T05:26:55.374958Z digest=sha256:b8efc0e8a4976e8b8c6ecc6d03cf5f0d7321636fd31ba615011d6a3f59ab6468

Observation 86d4af54-3cd7-4609-9b33-2599e4816048 · outbound

This paper cites Centernet: Keypoint triplets for object detection,.

BGM: Background Mixup for X-ray Prohibited Items Detection Centernet: Keypoint triplets for object detection,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:56.039338Z

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.

source=pdf_text observed=2026-08-12T05:26:55.377608Z digest=sha256:46d9f4d2ba9a3e0fe426a408998d3ea5cc75e7d39e46a1e33d25431b67945742

Observation ebc0b270-e3d5-48a1-a85a-f05028f857bc · outbound

This paper cites Feature pyramid networks for object detection,.

BGM: Background Mixup for X-ray Prohibited Items Detection Feature pyramid networks for object detection,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:56.031773Z

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.

source=pdf_text observed=2026-08-12T05:26:55.380315Z digest=sha256:bab1af1210e7d152785bc0a2171e59165b78cdcf70c195f6d9adc93fc64280c1

Observation 37a9a611-2552-4e5a-9dc4-a421b18c4b10 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows,.

BGM: Background Mixup for X-ray Prohibited Items Detection Swin transformer: Hierarchical vision transformer using shifted windows,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:56.023159Z

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.

source=pdf_text observed=2026-08-12T05:26:55.383018Z digest=sha256:9e4b125d19e0f1dada4a0270f33bc71dd3208430852c2e058edea2b705592756

Observation ee786714-ba93-47ae-94c2-c0a4e538c02f · outbound

This paper cites A comprehensive survey of image augmentation techniques for deep learning,.

BGM: Background Mixup for X-ray Prohibited Items Detection A comprehensive survey of image augmentation techniques for deep learning,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:56.015572Z

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.

source=pdf_text observed=2026-08-12T05:26:55.385410Z digest=sha256:896a8b87bb0be32cd2786f5e1f44e66d0e52be18c480d17438ab0076ddde4371

Observation 6b2ffd04-e276-4a46-9ffe-c126fe6b155a · outbound

This paper cites Grounding dino: Marrying dino with grounded pre-training for open-set object detection,.

BGM: Background Mixup for X-ray Prohibited Items Detection Grounding dino: Marrying dino with grounded pre-training for open-set object detection,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:56.007524Z

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.

source=pdf_text observed=2026-08-12T05:26:55.388077Z digest=sha256:cbab444eaa13cd78b1f493b6bc4ddde12f690655d33bb108543937abe87f007c

Observation 11a1244f-9931-4e9d-b09c-5f1186c831c9 · outbound

This paper cites Yolo- world: Real-time open-vocabulary object detection,.

BGM: Background Mixup for X-ray Prohibited Items Detection Yolo- world: Real-time open-vocabulary object detection,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.999481Z

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.

source=pdf_text observed=2026-08-12T05:26:55.390675Z digest=sha256:5046623a78d42c06255aa9a1807f35b40018d1054c666f0b06893f4c691791f5

Observation ceba0aa4-1804-4fe6-b395-86e3f7135385 · outbound

This paper cites Towards automatic threat detection: A survey of advances of deep learning within x-ray security imaging,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.991664Z

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.

source=pdf_text observed=2026-08-12T05:26:55.393293Z digest=sha256:8521290276b853334a41ceb157a1470b1aebda9bea09b15fec2762144093908c

Observation 2d4a7fe4-2016-4638-a0a8-b4d71e237d2c · outbound

This paper cites Seeing through the data: A statistical evaluation of prohibited item detection benchmark datasets for x-ray security screening,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.984170Z

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.

source=pdf_text observed=2026-08-12T05:26:55.395850Z digest=sha256:6290e67d108425af90c33ea783f70f4d8dc8b4a648e6ec395665c186c2f22b28

Observation 1e572285-7571-4d62-bf1a-b0f13b3bc5c8 · outbound

This paper cites Performance evaluation of segment anything model with variational prompting for application to non-visible spectrum imagery,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.976206Z

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.

source=pdf_text observed=2026-08-12T05:26:55.398471Z digest=sha256:985014dd44384de678d865d53c3d6ce9ccc4c6a4fab1bacb8c2402a08b764dee

Observation 663c6faf-7bf7-4ef6-88f8-027a4ada8de2 · outbound

This paper cites an unresolved cited work.

BGM: Background Mixup for X-ray Prohibited Items Detection Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:26:55.966296Z

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.

source=pdf_text observed=2026-08-12T05:26:55.401023Z digest=sha256:c948095dc5926bd12b06c788889ece13645df3beb8d1d55e8a4d83393e830b14

Observation 4c04b16e-0849-4d0a-a8bf-78496dca92d0 · outbound

This paper cites A logarithmic x-ray imaging model for baggage inspection: Simulation and object detection,.

BGM: Background Mixup for X-ray Prohibited Items Detection A logarithmic x-ray imaging model for baggage inspection: Simulation and object detection,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.955978Z

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.

source=pdf_text observed=2026-08-12T05:26:55.403733Z digest=sha256:f4aa66493e36828d35ccda45b67058ee1f3525d16dadb6c9374f6da68c66248d

Observation 755d32cc-74d4-4334-925f-21c387a18c6e · outbound

This paper cites Adaptive computer- based training increases on the job performance of x-ray screeners,.

BGM: Background Mixup for X-ray Prohibited Items Detection Adaptive computer- based training increases on the job performance of x-ray screeners,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.946522Z

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.

source=pdf_text observed=2026-08-12T05:26:55.406306Z digest=sha256:88a3a97f10cdcf2f377fd05dee51484ada260bcd103ff1ee18de518a83ceac72

Observation 865836cf-48f4-4436-992b-18630fc62be7 · outbound

This paper cites Towards real- world prohibited item detection: A large-scale x-ray benchmark,.

BGM: Background Mixup for X-ray Prohibited Items Detection Towards real- world prohibited item detection: A large-scale x-ray benchmark,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.935942Z

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.

source=pdf_text observed=2026-08-12T05:26:55.408874Z digest=sha256:492723151f27b9c109589a294f8b52dd8d9ac86be425d5e79d30b8af012350a7

Observation d0f39dc5-a9a2-49b1-842b-28dba40bd521 · outbound

This paper cites Detecting overlapped objects in x-ray security imagery by a label-aware mechanism,.

BGM: Background Mixup for X-ray Prohibited Items Detection Detecting overlapped objects in x-ray security imagery by a label-aware mechanism,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.926213Z

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.

source=pdf_text observed=2026-08-12T05:26:55.411483Z digest=sha256:8b0debccca0b24179e84395b062dbaff42eb7193578e454abe3da2938e77bd7b

Observation a669f264-3975-450b-af48-77471c03e071 · outbound

This paper cites Rwsc-fusion: Region-wise style-controlled fusion network for the prohibited x-ray security image synthesis,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.915654Z

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.

source=pdf_text observed=2026-08-12T05:26:55.414728Z digest=sha256:65a1dd4364a817b31f3d18e05b9267f19ac5238b51cc6afb4424b5790b60851e

Observation 32e77dc3-b643-483f-8ead-29690e556dae · outbound

This paper cites A coarse to fine detection method for prohibited object in x-ray images based on progressive transformer decoder,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.906413Z

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.

source=pdf_text observed=2026-08-12T05:26:55.417373Z digest=sha256:5b37974dcf34186bd21552d9431ca260e45264918b50716ff8b7680e93d0318c

Observation 1ed01993-5e15-46d2-b984-653944c9c7b9 · outbound

This paper cites Recent advances in baggage threat detection: A comprehensive and systematic survey,.

BGM: Background Mixup for X-ray Prohibited Items Detection Recent advances in baggage threat detection: A comprehensive and systematic survey,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.897153Z

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.

source=pdf_text observed=2026-08-12T05:26:55.420029Z digest=sha256:f778468a30fc8cad5aead8111ea7456f25b1923f2c3b3ad134e4f9bbdae9f34e

Observation 2078b46d-4e95-48f6-b682-e4cb7e0bcd7c · outbound

This paper cites Dual- mode learning for multi-dataset x-ray security image detection,.

BGM: Background Mixup for X-ray Prohibited Items Detection Dual- mode learning for multi-dataset x-ray security image detection,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.888764Z

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.

source=pdf_text observed=2026-08-12T05:26:55.422716Z digest=sha256:2161b4eb69897cffc8824f2271dbaabbc30398a2e92b5561d17c651d9d1e528d

Observation e56cf11c-c45e-409c-902b-b980aa5cb12b · outbound

This paper cites Towards dual- view x-ray baggage inspection: A large-scale benchmark and adaptive hierarchical cross refinement for prohibited item discovery,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.880087Z

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.

source=pdf_text observed=2026-08-12T05:26:55.425346Z digest=sha256:5fc6c4a2bd84b86c0edf8a3312e9c1e1780990f02c26cca1c2f87b0f52f65f62

Observation b6b966fe-135c-4e2f-a92a-10228a5f62a2 · outbound

This paper cites I2ol-net: Intra-inter objectness learning network for point-supervised x-ray prohibited item detection,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.871579Z

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.

source=pdf_text observed=2026-08-12T05:26:55.427866Z digest=sha256:8e2eb60801e1dd78d5ac6266219e02404b7a6633da0f77bfe2e6a6916e98f5bc

Observation 322a4e7a-9238-4ee0-bcf9-dab78c0663e9 · outbound

This paper cites Ao-detr: Anti-overlapping detr for x-ray prohibited items detection,.

BGM: Background Mixup for X-ray Prohibited Items Detection Ao-detr: Anti-overlapping detr for x-ray prohibited items detection,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.862307Z

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.

source=pdf_text observed=2026-08-12T05:26:55.430779Z digest=sha256:69f919c03eb45d20ba91f127b210ea7cc69ee46aa7d5f5fc7c1fd6333866ccbd

Observation ed955e22-21f4-451b-899c-4820148564b5 · outbound

This paper cites Using deep convolutional neural network architectures for object clas- sification and detection within x-ray baggage security imagery,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.854278Z

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.

source=pdf_text observed=2026-08-12T05:26:55.433648Z digest=sha256:427a3c9dbb6fa0964b8889eb08b4478bd8b917b12eb52a1c870dc53c2ab0a555

Observation e3b0e335-4ab9-4bf4-9f55-8209401e966d · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

BGM: Background Mixup for X-ray Prohibited Items Detection An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-12T05:26:55.436322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:26:55.436322Z digest=sha256:69e9f03d0d0ff53c60695f164f6dee8782d0771e594ddf3e0b8a9cc60a62a9ae

Observation fe00e7c6-d76b-4211-9858-75827a1aba85 · outbound

This paper cites Transformers in vision: A survey,.

BGM: Background Mixup for X-ray Prohibited Items Detection Transformers in vision: A survey,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.845353Z

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.

source=pdf_text observed=2026-08-12T05:26:55.439087Z digest=sha256:61669f42bbc686ea1260c5a2447021583bc7664e7ee909294c6c85e51f00c271

Observation 13e659ad-5b99-415b-81ce-d4992fb0fa10 · outbound

This paper cites Tood: Task- aligned one-stage object detection,.

BGM: Background Mixup for X-ray Prohibited Items Detection Tood: Task- aligned one-stage object detection,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.836744Z

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.

source=pdf_text observed=2026-08-12T05:26:55.441707Z digest=sha256:063597aba64aae0ae93ca118d5c7794b99658601f4c3a116421d340b6fd9c84e

Observation 123e0cd5-f9f2-48b1-89bc-a436510c9b0e · outbound

This paper cites Random erasing data augmentation,.

BGM: Background Mixup for X-ray Prohibited Items Detection Random erasing data augmentation,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.825691Z

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.

source=pdf_text observed=2026-08-12T05:26:55.444207Z digest=sha256:4b5940c9a01137f6fd3e169c2821321bdb0e88a293e0df56d92fd36f657339d2

Observation e5e7843c-57b8-44c5-a953-a8519ab7190d · outbound

This paper cites mixup: Beyond Empirical Risk Minimization.

BGM: Background Mixup for X-ray Prohibited Items Detection mixup: Beyond Empirical Risk Minimization

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-12T05:26:55.447147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:26:55.447147Z digest=sha256:c01b7b2e1c5b57dbc577ca7f3ad3f9367d8a40fd0f5b493dbb4597cea0d48efa

Observation 1376fbab-863a-4669-8184-70ea0c7acbe3 · outbound

This paper cites Cutmix: Reg- ularization strategy to train strong classifiers with localizable features,.

BGM: Background Mixup for X-ray Prohibited Items Detection Cutmix: Reg- ularization strategy to train strong classifiers with localizable features,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.816003Z

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.

source=pdf_text observed=2026-08-12T05:26:55.450085Z digest=sha256:841e77074bb30f8fb02b09d1483e76ba868c00132fa18fd2720f36e790284143

Observation d73fe243-f4b3-46f7-a595-7801e33cdb8d · outbound

This paper cites Cut, paste and learn: Surprisingly easy synthesis for instance detection,.

BGM: Background Mixup for X-ray Prohibited Items Detection Cut, paste and learn: Surprisingly easy synthesis for instance detection,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.806268Z

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.

source=pdf_text observed=2026-08-12T05:26:55.452585Z digest=sha256:108cf99d308bd087325c7dc7842b0968933497fb1543f11d18151131ed79696f

Observation 1a1cb9b6-9a4c-49fc-830e-7f344de7dcad · outbound

This paper cites Cutpaste: Self-supervised learning for anomaly detection and localization,.

BGM: Background Mixup for X-ray Prohibited Items Detection Cutpaste: Self-supervised learning for anomaly detection and localization,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.796568Z

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.

source=pdf_text observed=2026-08-12T05:26:55.455254Z digest=sha256:f71e6c41ad6eaaf56b8e85eed3151c853993deaf242a259df0988e704968cff1

Observation 6ffdd5a1-daea-425b-be07-5888374bdd43 · outbound

This paper cites Pha: Patch-wise high- frequency augmentation for transformer-based person re-identification,.

BGM: Background Mixup for X-ray Prohibited Items Detection Pha: Patch-wise high- frequency augmentation for transformer-based person re-identification,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.787767Z

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.

source=pdf_text observed=2026-08-12T05:26:55.458567Z digest=sha256:53f68e3d844a261f74fb6b2de0861e43ed48cefb42c67994ef5fc4490bffd26c

Observation b5b2af06-c426-4a59-aeea-a170391c63e8 · outbound

This paper cites Data augmentation for low-level vision: Cutblur and mixture-of-augmentation,.

BGM: Background Mixup for X-ray Prohibited Items Detection Data augmentation for low-level vision: Cutblur and mixture-of-augmentation,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.778829Z

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.

source=pdf_text observed=2026-08-12T05:26:55.462318Z digest=sha256:13c940f207f155fe3ab42e9f962a1f5c02d1e731f293c9d0d0de444d6ad1f520

Observation 95f5be28-dab5-409b-b2c7-692bbf285b12 · outbound

This paper cites Frequency- enhanced data augmentation for vision-and-language navigation,.

BGM: Background Mixup for X-ray Prohibited Items Detection Frequency- enhanced data augmentation for vision-and-language navigation,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.769293Z

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.

source=pdf_text observed=2026-08-12T05:26:55.464885Z digest=sha256:3b7712681a86e021e3c287f3106f4c36d7ca7026f7554897660317b81afa2e22

Observation c972b4ba-e0db-4aff-9302-de5090dec70e · outbound

This paper cites Fourier-basis functions to bridge augmentation gap: Rethinking frequency augmentation in image classi- fication,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.760050Z

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.

source=pdf_text observed=2026-08-12T05:26:55.467804Z digest=sha256:d1b30d84405addb7287aef5cbcc92b0c8c4d6f0cd92c55be7bcbd79bc111061d

Observation 66ae7daf-cbec-405f-ae11-7617d1fc5734 · outbound

This paper cites Edges to shapes to concepts: adversarial augmentation for robust vision,.

BGM: Background Mixup for X-ray Prohibited Items Detection Edges to shapes to concepts: adversarial augmentation for robust vision,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.750207Z

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.

source=pdf_text observed=2026-08-12T05:26:55.470526Z digest=sha256:d093ec7b83399e3ba636616aa88614c7d1103514103ef9df8f590b37f286998e

Observation 0d758fef-9ec5-4848-bc8f-0418804df969 · outbound

This paper cites Simple copy-paste is a strong data augmentation method for instance segmentation,.

BGM: Background Mixup for X-ray Prohibited Items Detection Simple copy-paste is a strong data augmentation method for instance segmentation,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.740840Z

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.

source=pdf_text observed=2026-08-12T05:26:55.472958Z digest=sha256:24386d854ea9d234698479dd0a7a8436f93030f6148be71236619f26cdf509aa

Observation c0e69bfb-6456-440f-ba8c-48a6a2ce0ce7 · outbound

This paper cites Puzzle mix: Exploiting saliency and local statistics for optimal mixup,.

BGM: Background Mixup for X-ray Prohibited Items Detection Puzzle mix: Exploiting saliency and local statistics for optimal mixup,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.731601Z

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.

source=pdf_text observed=2026-08-12T05:26:55.476131Z digest=sha256:9764f88343281b19ecac4f99a803eb858587b05f2a6d6f3b517424f4aafa64fe

Observation 5f882b40-cca8-46e5-827c-5a0ea3ef7a20 · outbound

This paper cites Op- erationalizing convolutional neural network architectures for prohibited object detection in x-ray imagery,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.722000Z

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.

source=pdf_text observed=2026-08-12T05:26:55.479284Z digest=sha256:67b6ba86accd80959a4dd89311f6dc30b8e314c5356064cd0f2f1a8b62edecec

Observation 04e62a83-8670-44f3-a339-5e11e75dc464 · outbound

This paper cites The Good, the Bad and the Ugly: Evaluating Convolutional Neural Networks for Prohibited Item Detection Using Real and Synthetically Composited X-ray Imagery.

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

Resolution
unresolved
no resolver link, observed 2026-08-12T05:26:55.483220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:26:55.483220Z digest=sha256:ccb8339a2461f38cdd3611f159f4d3e213b335ef0fe0c56042b19a4cdb2856a8

Observation 4bbef74d-f0cb-476a-87c2-e66846502d15 · outbound

This paper cites Augmentation matters: A mix-paste method for x-ray prohibited item detection under noisy annotations,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.713676Z

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.

source=pdf_text observed=2026-08-12T05:26:55.486144Z digest=sha256:0d9c426f79cc5b78dce5c5ad7263422796cf158ccb066791cb71e7961c58b706

Observation 17f0e8a0-18a7-479d-91d7-b59232fd4942 · outbound

This paper cites Pidray: A large-scale x- ray benchmark for real-world prohibited item detection,.

BGM: Background Mixup for X-ray Prohibited Items Detection Pidray: A large-scale x- ray benchmark for real-world prohibited item detection,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.705390Z

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.

source=pdf_text observed=2026-08-12T05:26:55.488755Z digest=sha256:1b300e69ef00d3500a15e0ab5136d20ed0a1422fee3890a4b1c899adf4fbd5ef

Observation 60e1eef0-5269-4d1e-bb0c-72433b6ece45 · outbound

This paper cites Towards real-world x-ray security inspection: A high-quality benchmark and lateral inhibition module for prohibited items detection,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.689980Z

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.

source=pdf_text observed=2026-08-12T05:26:55.494198Z digest=sha256:20322a8d76eafe182a26c88ae42126246ff2036fb296b7e3c849f20332a749c4

Observation a251e5db-4295-445c-a70b-e0445d8a5763 · outbound

This paper cites Exploring endogenous shift for cross-domain detection: A large-scale benchmark and perturbation suppression network,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.681544Z

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.

source=pdf_text observed=2026-08-12T05:26:55.496737Z digest=sha256:9183b95432ccabfacab998dea5cfbf779d04762f78466c898912a6c5764b1930

Observation 7a23eca8-94b5-4b01-a4d9-5a396b31b195 · outbound

This paper cites Few-shot x-ray prohibited item detection: A benchmark and weak-feature enhancement network,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.672318Z

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.

source=pdf_text observed=2026-08-12T05:26:55.499266Z digest=sha256:2857b45720e8ddfd16a6f9f4cea571b55c6dbcfb109253e018db6ac63c3d6948

Observation 29c5cfab-2694-4949-a3ea-29b79feb970a · outbound

This paper cites {X-Adv}: Physical adversarial object attacks against x- ray prohibited item detection,.

BGM: Background Mixup for X-ray Prohibited Items Detection {X-Adv}: Physical adversarial object attacks against x- ray prohibited item detection,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.663866Z

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.

source=pdf_text observed=2026-08-12T05:26:55.501810Z digest=sha256:19da609a7151561b2b4f3fbe4966e29e25a12079270d64be33c953a636a4a36a

Observation a20f5575-c1f2-49e8-b798-bb5f6ed4c987 · outbound

This paper cites Sixray: A large-scale security inspection x-ray benchmark for prohibited item discovery in overlapping images,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.655820Z

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.

source=pdf_text observed=2026-08-12T05:26:55.504342Z digest=sha256:e93207d24c70f9eb5cd18641a4cd36aa3ce3081ca276c86a63ac49fbe2968ae7

Observation 4e51c826-dd93-4a32-a3a8-4781d48ee67b · outbound

This paper cites Fdtnet: Enhanc- ing frequency-aware representation for prohibited object detection from x-ray images via dual-stream transformers,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.648338Z

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.

source=pdf_text observed=2026-08-12T05:26:55.507043Z digest=sha256:1d9bf461bd94b483243b0f343826214890222d2d0b9ec1ad44954b426520995b

Observation 5c56fc8f-8701-44f1-a5f7-cb95c44efffd · outbound

This paper cites Forknet: Over- lapping image disentanglement for accurate prohibited item detection,.

BGM: Background Mixup for X-ray Prohibited Items Detection Forknet: Over- lapping image disentanglement for accurate prohibited item detection,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.640207Z

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.

source=pdf_text observed=2026-08-12T05:26:55.509548Z digest=sha256:2085dd59d6d75cf2faaf3045a9ae4ba6ce15c7fb62fd0b7fb4399ec5d80e3c40

Observation d1405f4e-04af-431d-afe0-745ca3aa3aca · outbound

This paper cites Pixdet: Prohibited items x-ray image detection in complex background,.

BGM: Background Mixup for X-ray Prohibited Items Detection Pixdet: Prohibited items x-ray image detection in complex background,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.631450Z

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.

source=pdf_text observed=2026-08-12T05:26:55.512207Z digest=sha256:43c0e0db3492e117ac22522f32abd67be622468fd4ce780aebcc07c8338cc51a

Observation ed3d73d2-4d23-41dc-a228-8e6a074a63ba · outbound

This paper cites Occluded prohibited items detection: An x-ray security inspection benchmark and de-occlusion attention module,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.614950Z

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.

source=pdf_text observed=2026-08-12T05:26:55.517754Z digest=sha256:8b7af62c934718aaa518e28473aba931006e0b079b8bbd1008fc5c634f90808e

Observation 6affa8cf-7f31-477c-9875-18235b358513 · outbound

This paper cites Bridging the gap between anchor-based and anchor-free detection via adaptive training sample selection,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.605564Z

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.

source=pdf_text observed=2026-08-12T05:26:55.520435Z digest=sha256:ebdedde775e2f5291f5d3bc5bc523d7e9a463b2518ab5411211ff13129f46419

Observation 16235c88-bb99-4764-b421-5420b10096fd · outbound

This paper cites MMDetection: Open MMLab Detection Toolbox and Benchmark.

BGM: Background Mixup for X-ray Prohibited Items Detection MMDetection: Open MMLab Detection Toolbox and Benchmark

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-12T05:26:55.523106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:26:55.523106Z digest=sha256:1717aba4834154b5cc17542584f28c2e225ab7cbd9bf3f6811a5222b2d791d83

Observation af993b99-82bd-4068-87f9-1fa74b1d1082 · outbound

This paper cites Microsoft coco: Common objects in context,.

BGM: Background Mixup for X-ray Prohibited Items Detection Microsoft coco: Common objects in context,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:26:55.596989Z

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.

source=pdf_text observed=2026-08-12T05:26:55.526095Z digest=sha256:2089926417391ab43862b9702f6ad43e6d37c4868fd5b25d7ca5fabc85519d41

Observation 40ba777e-bfea-40fa-b3d2-069a53db4170 · outbound

This paper cites an unresolved cited work.

BGM: Background Mixup for X-ray Prohibited Items Detection Unresolved cited work

Reference 2022

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:26:55.623230Z

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.

source=pdf_text observed=2026-08-12T05:26:55.515074Z digest=sha256:5a89aaac10a8ad2792546659f60176447efc584c726c068e16e18bcd46ad997c

Observation b8b1046f-9707-4b54-9c39-7d44878e93ed · outbound

This paper cites an unresolved cited work.

BGM: Background Mixup for X-ray Prohibited Items Detection Unresolved cited work

Reference 2023

Resolution
parse uncertain
raw_fallback, observed 2026-08-12T05:26:55.697597Z

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.

source=pdf_text observed=2026-08-12T05:26:55.491496Z digest=sha256:c5387fb6778ee3e87937203a5b53d7341ea29b21f3d123750ac6f83cf6f39177

Pith citing papers

Observation d2ca8314-0dcd-4920-b396-ef283c7c8e95 · inbound

Illicit object detection in X-ray imaging using deep learning techniques: A comparative evaluation cites this paper.

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

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T14:50:15.929942Z

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.

source=pdf_text observed=2026-08-06T14:50:15.356972Z digest=sha256:5185f57b330917cd36072d4737ab42551af9d7b1e6ac4ac1a7f4af68eac6b899