Paper Citation Record · LEDGER

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms

As of 8 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2506.07357.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.07357 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:42:01.063099Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

31 of 31 outbound references displayed

verified exact6
verified fuzzy18
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 715e87fc-df34-409b-8b77-e1688240fac4 · outbound

This paper cites Yolo deep learning algorithm for object detection in agriculture: a review,.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Yolo deep learning algorithm for object detection in agriculture: a review,

Reference 1

Resolution: verified exact; raw_fallback, observed 2026-08-07T05:42:01.246260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 77c55ed1-3cb6-49d9-a6db-24a53e618b8f · outbound

This paper cites Advancements in yolo for agricultural object detection,.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Advancements in yolo for agricultural object detection,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:42:01.465435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c8640aa1-b8a5-492a-8b66-29b4c51fd5d1 · outbound

This paper cites Precise Apple Detection and Localization in Orchards using YOLOv5 for Robotic Harvesting Systems.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Precise Apple Detection and Localization in Orchards using YOLOv5 for Robotic Harvesting Systems

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:42:01.179790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d1543fbd-fbf8-438d-9178-e8a4e0d24bc6 · outbound

This paper cites Artificial intelligence in agriculture market size report, 2030,.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Artificial intelligence in agriculture market size report, 2030,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:42:01.453676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 514a58f6-4085-4e39-ad57-7f9da00f24e3 · outbound

This paper cites Spatial Transformer Network YOLO Model for Agricultural Object Detection.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Spatial Transformer Network YOLO Model for Agricultural Object Detection

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:42:01.163850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d9c1bcd9-2ecb-46d5-a159-e429987a8c79 · outbound

This paper cites Spatial transformer networks,.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Spatial transformer networks,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:42:01.443565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation db6e2fd1-47ee-46b5-974f-3f8ac98d8747 · outbound

This paper cites Limitations of affine transformations in spatial transformer networks,.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Limitations of affine transformations in spatial transformer networks,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:42:01.432886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1df500b6-20eb-4278-943d-5a435289c812 · outbound

This paper cites Smooth extrapolation of unknown anatomy via statistical shape models,.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Smooth extrapolation of unknown anatomy via statistical shape models,

Reference 8

Resolution: verified exact; doi, observed 2026-08-07T05:42:01.097893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 107c23f4-b545-4695-bea2-d8bd3cb63fc2 · outbound

This paper cites CBAM: Convolutional Block Attention Module.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms CBAM: Convolutional Block Attention Module

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T05:42:00.991222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5ad0912-7bab-4774-b45f-14972e15e47c · outbound

This paper cites Comparison of single-shot and two- shot deep neural network models for whitefly detection in iot web application,.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Comparison of single-shot and two- shot deep neural network models for whitefly detection in iot web application,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:42:01.411856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ef22136b-9dba-407b-ae20-aad68154ab7b · outbound

This paper cites Deep learning for generic object detection: A survey,.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Deep learning for generic object detection: A survey,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T05:42:00.998389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27eeb70c-38b0-42ab-9582-c24fbcefb35f · outbound

This paper cites Recent advances in deep learning for object detection,.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Recent advances in deep learning for object detection,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:42:01.395484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 82d1d8e7-6b3e-4efc-b087-01c450acadd7 · outbound

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

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Faster r-cnn: Towards real- time object detection with region proposal networks,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:42:01.385532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a3dc486e-57dd-4ba5-927a-0d3642139a8a · outbound

This paper cites Ty-net: Transforming yolo for hand gesture recognition,.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Ty-net: Transforming yolo for hand gesture recognition,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:42:01.375094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1f54a9ed-5c2d-45b0-81fe-bed02104adce · outbound

This paper cites Yolov3: An incremental improvement,.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Yolov3: An incremental improvement,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:42:01.364047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 957b9391-4207-472f-b0d0-d95944f638e0 · outbound

This paper cites A locally- constrained yolo framework for detecting small and densely-distributed building footprints,.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms A locally- constrained yolo framework for detecting small and densely-distributed building footprints,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:42:01.351275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b5dd0da4-b5d5-4ce3-86c3-dd1c33902729 · outbound

This paper cites Crop disease detection using yolo,.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Crop disease detection using yolo,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:42:01.341160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 668652f8-3572-4a4c-84f0-c80d5248d318 · outbound

This paper cites A yolo-based pest detection system for precision agriculture,.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms A yolo-based pest detection system for precision agriculture,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:42:01.329953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8e009b13-aec1-4201-beab-a9cde83267f5 · outbound

This paper cites Real- time object detection and robotic manipulation for agriculture using a yolo-based learning approach,.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Real- time object detection and robotic manipulation for agriculture using a yolo-based learning approach,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:42:01.319420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3d7abcd2-51e9-4f37-9005-d15c4cef53a1 · outbound

This paper cites Spa- tial transformer networks,.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Spa- tial transformer networks,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:42:01.308561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 49899e0d-d441-44ee-a66d-73a0bf706d74 · outbound

This paper cites Attention mechanisms in computer vision: A survey,.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Attention mechanisms in computer vision: A survey,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T05:42:01.030643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35cc7f79-d922-407f-b4a0-2d4065a60889 · outbound

This paper cites Efficient estimation for a smoothing thin plate spline in a two-dimensional space.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Efficient estimation for a smoothing thin plate spline in a two-dimensional space

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:42:01.137411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ae0f639f-13e7-4119-aafd-673a40f54c52 · outbound

This paper cites Enhancing Ship Classification in Optical Satellite Imagery: Integrating Convolutional Block Attention Module with ResNet for Improved Performance.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Enhancing Ship Classification in Optical Satellite Imagery: Integrating Convolutional Block Attention Module with ResNet for Improved Performance

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:42:01.122544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b6aa645c-3d0c-4559-8f7a-04d46e354c38 · outbound

This paper cites Segment anything,.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Segment anything,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T05:42:01.042460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5741bfee-0057-44ab-a1da-aaa8910cd70e · outbound

This paper cites Iciou: Improved loss based on complete inter- section over union for bounding box regression,.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Iciou: Improved loss based on complete inter- section over union for bounding box regression,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:42:01.291977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d68d12f8-4363-4889-9ece-b6d00d821df2 · outbound

This paper cites Generalized focal loss: Learning qualified and distributed bounding boxes for dense object detection,.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Generalized focal loss: Learning qualified and distributed bounding boxes for dense object detection,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:42:01.280177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6bd005dd-aa51-4742-b9d6-ef56bf3e89ac · outbound

This paper cites Ultralytics yolov8,.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Ultralytics yolov8,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T05:42:01.052908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bd36b42-b195-4776-b4ae-7d27c0d82240 · outbound

This paper cites Eigen-cam: Class activation map using principal components,.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Eigen-cam: Class activation map using principal components,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T05:42:01.056143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ee6a3e1-4eb7-48e1-bf57-2f145054a94a · outbound

This paper cites melon flower dataset,.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms melon flower dataset,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:42:01.256310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3307454e-70ee-4835-8de8-30b6456b5728 · outbound

This paper cites YOLOv10: Real-Time End-to-End Object Detection.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms YOLOv10: Real-Time End-to-End Object Detection

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T05:42:01.063099Z

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Unavailable: canonical work link unavailable.

Observation fdc4e57a-6788-4d24-bf29-d3482d6295b9 · outbound

This paper cites Available: https://gfx.cs.princeton.edu/pubs/Brown 2004 NRA/3DPVT04.pdf.

CBAM-STN-TPS-YOLO: Enhancing Agricultural Object Detection through Spatially Adaptive Attention Mechanisms Available: https://gfx.cs.princeton.edu/pubs/Brown 2004 NRA/3DPVT04.pdf

Reference 2004

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:42:01.421848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.