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Paper Citation Record · LEDGER

BGM: Background Mixup for X-ray Prohibited Items Detection

As of 23 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 2026-08-23T06:30:58.430688+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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.347894Z digest=sha256:c0d9be69c98b6977dc62530b2ee3cdc1dfd90cf2c1eb2ef6f4473c85835d065e

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.351715Z digest=sha256:6a7d603e90e3936c472f0be486291945412f93b127605ccf61ba099b1a47b0d9

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.355096Z digest=sha256:4a1405a816e986c7258e99b2b2c20a52ede3eed646a47bcdc6dd635af9cf5755

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=sha256:98110ef0505be83d5fb0c3be80efebd371a56522de1f82861fda14a668f4dc70

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.362532Z digest=sha256:e415fb195ee0b307caa518e64f9d08bde4f2414a0ad5326e97e4cecffbde92ea

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=sha256:974502d88af64ee7b4fb15a00540e6d9962f6f57c987977597a1a60d6257295f

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:d1daddbc98cae77e0eabbb635f9ccd78263c525ae9efcacb0d006e3023fdfa85

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.372399Z digest=sha256:823fa0b04923ad0458a7fb2d454dc8182d3d4bac3b2f7d01405504838868f807

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.374958Z digest=sha256:01b530dc5ef607320b77a6648239ba0ac0d711dd29232549d60b46dbdf6203f4

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.377608Z digest=sha256:4c93b915e575a3c5dbbc4b9269f33c439747f725f2202afaf0f823015b999cb4

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.380315Z digest=sha256:f7e0557a06d86cae3bfe05353d092fd1e046999a6b4ff870f567cc1ef87c382d

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.383018Z digest=sha256:b72d18ce478be28ccb7c3d8844f7a64e2402b2fb73a4ae8131673367b450a35d

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.385410Z digest=sha256:8c06cb817b8771a858396403c42c40214400bbed54b2b6e6b359f3408b772f4d

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.388077Z digest=sha256:984061894aee4b63d5d766abec4baea6c73c5095c4ecb0b5bc6213d6bf97db21

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.390675Z digest=sha256:ccd57c1a9d7f37363969ccdc63771b66a147eae173692046a675b516c8679cb4

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.393293Z digest=sha256:5b71dd484884d2b50f19b228e1f9c83736bfdf0c2d97a4487f1b9c48f119b19f

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.395850Z digest=sha256:d1e6c513ca11718166bfda4a1c9fb5c63f79905a18c6b91c0ac116ddec61626b

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.398471Z digest=sha256:ef55654118940ebd29f90d7d21ebb80a2a9132162800e0e2dd41a13c242b8e2a

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.401023Z digest=sha256:5272e86143b18fba2a9eb10eb56cd55c870758acba26b03762878c380dcdb9c0

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.403733Z digest=sha256:c57128b408871b2f7f7173c0757f6f7b325765253baba9e194f5a96305ddfda8

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.406306Z digest=sha256:ce4663ad24802ecdc069a967ea5b274bea7323d62f3caef099e1ead4fb396d0d

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.408874Z digest=sha256:04eef1602d2836d660ef55373f134195beb6a2fe9c815fd66263b36dde6895c4

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.411483Z digest=sha256:7da5e5f978fe670fe8cb8ad5682beb8c04c628071a18480ae9667c7de0970394

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.414728Z digest=sha256:7f24edc7f309ba7dd2d081c35121459d4bc8470e0f93364600a6829af1cc2a50

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.417373Z digest=sha256:eef2377b22972338105e59d447df9c947ecf31b0cc7401b57c67e32d2d1176f6

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.420029Z digest=sha256:85ce0d1169f133ea30aebc8a5dcf39c1045c72ead7d377a8ba5b4e6ce0d1f143

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.422716Z digest=sha256:9dbc7ffdfe1c67ef5c2cdd6dba2f2f0ce75b6f60cce751ba1c6dc2a090ae331c

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.425346Z digest=sha256:4d4151f88f8de0ee3bdbaf7c23536849ba47ef9595174731a984c42038948228

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.427866Z digest=sha256:37d9ffa0ec839da36b18db51b16965dc4065353fa4622ffe77e628aa4b4ff215

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.430779Z digest=sha256:e7bd7d8e6c4d80134986751b9049911942c0741a1a5be83a1afd38de6b5607a8

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.433648Z digest=sha256:cc0c0e099c6883b807abeb6d247d0569f322181c1b17d5a5d491e0884dd50e56

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=sha256:2099f803a77a0a7a93af0c58a638809c0a81a504f4c1dd44660b86d1621daccd

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.439087Z digest=sha256:342ae6b728516dc72d4e5abd3dbf304d8c0de0cc2b9628f2077bc33096bd931a

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.441707Z digest=sha256:29b9cf2116ae4cbebe15f7eed0d32cfc70af1e09ce67760f14e743812009767f

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.444207Z digest=sha256:a16dc281e4340c30fce02c52e8529d4e0982f762f3400bfb5b4985799a309ac9

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=sha256:177468023fd77056d7b8f80615f7b2ed7f9dc89fb6eb3d84055682c13b8c4cad

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.450085Z digest=sha256:9df5f543e00714a9501448a127a4a418a106ef508ecc5eac849671fdf879176b

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.452585Z digest=sha256:d50089a0fb368e86e090bff6de4a734264500104809975a9a39cebbdb6acceca

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.455254Z digest=sha256:5b404fefb6f99b3ebbeba3c192d3df94feff54510e75e305a5dca55fefda4d8e

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.458567Z digest=sha256:a4516bd07a599d268c333bc4e29ffaca3ee917dab8b8a4c0f4e832281a992155

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.462318Z digest=sha256:eac7fbdfb9a2a59be6737ec6c61a9d8276426599e99593cffc97f85b87e33244

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.464885Z digest=sha256:da145afc3295b1f1ec4429f6efdeff8f90be6860223fd60dc6d7ae9c3a61892d

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.467804Z digest=sha256:92e8d6db43d8b35ab4d4a1fa3053268ba2f7a16304f96645508aa06a41d4ad3f

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.470526Z digest=sha256:481d39a63ddfb3334ad9b6290f47475e04c259fe3618998befb2e30d1777563a

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.472958Z digest=sha256:bb9383191f94390327803528426efeea01566933229a4e178c9838c9748ee66c

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.476131Z digest=sha256:9051fd26c50390b17e2e74d36415861c54188eae1a70c09d39d7866cc51b1f58

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.479284Z digest=sha256:01f556d51c5d3ca25a05bca9098c1863f89a7c34b6c869c3311057cc15b82239

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=sha256:3df2f0f08970c5c74b6559775e48f44e0e67685dc31a3a07e952eb8408653e23

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.486144Z digest=sha256:7aeb4b026820bc3128d6993d54a8d48ad5b74afc0b95e6e01340b8dde3516983

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.488755Z digest=sha256:2fd1ca015184f99b12d2dc6731a92c0591f38bd03d1128d021bdb189cb194160

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.494198Z digest=sha256:8ae624b94f9b5449cff143f7f70ea151dcd8c617cbc742fe344a38a0ceacd54f

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.496737Z digest=sha256:ae54d947cecc1ce90a28d8194e4f9ce651501915ccc8f5eaeb4df998f01e26f5

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.499266Z digest=sha256:046ee854d4da00ad88cc7253e4a8b259d6a831d873ccbc3bd0b7a2f23140c738

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.501810Z digest=sha256:c823fdb50b03a4d9f02b6a8ecbfa404237058c52e1c7a4a1cdc5badf084b91e9

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.504342Z digest=sha256:3263c0ccff7c7fd0bbcf000fa65199637f526b00e4e9eaebe1f9c84408de6773

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.507043Z digest=sha256:e2f3944f54f89a2d39a0041a3702fc747182c359c4f441fa68d3502277955d60

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.509548Z digest=sha256:b986b6c5c241f62bd8e50b4b63a7fa35783bf8184d3b6b3dc649fc8001d3e216

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.512207Z digest=sha256:adf720939c90139feccba2eb019b6191c8ac3e29b0620bb58c9ac86537ddb4e6

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.517754Z digest=sha256:fd22eca18937f80fb2e8ce1cce08485934f1353c0cad7a7f7e7f4e39a5f23955

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.520435Z digest=sha256:645dbc253aedbb88601f913e51acda95791ac521b53566c4527672fedc0a30b2

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=sha256:2da1cb00918ea2060119db4c220ae5858f2d6cf58a709d9cb585ee6b4ac522e2

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.526095Z digest=sha256:61f954c637542257ea45601a3f83a13f0ca20c163c1da9b35c4e7300750d18e3

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.515074Z digest=sha256:0a7a6bbd0874e3ea49216a53f9d1cebb4deb5aa45fa38c959fe29b8c7c3e4af4

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T05:26:55.491496Z digest=sha256:b125df865d0f9e44b5138e5a41e4740a89bbb1802a89685c64caaf129cceaca9

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T14:50:15.356972Z digest=sha256:670b984a59f122a6a178d0633f548f29780dfa5151367932b47a458f43bb8d81