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Paper Citation Record · LEDGER

Dual Sparse Aggregation Transformer for Multispectral Object Detection

As of 9 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 0 inbound Pith citation observations for arXiv:2606.31015.

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

pith.paper-citation-record.v1
2606.31015 v1

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-01T00:40:57.018937Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

63 of 63 outbound references displayed

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  • verified fuzzy61
  • unresolved0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 299da5fe-d441-4420-b3ea-c681738df322 · outbound

This paper cites Faster R-CNN: towards real- time object detection with region proposal networks,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Faster R-CNN: towards real- time object detection with region proposal networks,

Reference 1

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Observation 13793dd7-d66d-4b64-9042-9fa83f6da77b · outbound

This paper cites Yolov5 by ultralytics,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Yolov5 by ultralytics,

Reference 2

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Source-reported events for the cited work

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Observation c56c021f-7d5f-4a1c-b918-7fb399bb9aaf · outbound

This paper cites Ultralytics yolo,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Ultralytics yolo,

Reference 3

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Observation d33bb750-717e-4393-877a-ac4214279596 · outbound

This paper cites Yolov10: Real-time end-to-end object detection,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Yolov10: Real-time end-to-end object detection,

Reference 4

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Source-reported events for the cited work

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Observation 7ce2a89d-8768-42ce-a38c-ff3ab498ffaa · outbound

This paper cites Deformable cross-attention transformer for weakly aligned RGB-T pedestrian detection,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Deformable cross-attention transformer for weakly aligned RGB-T pedestrian detection,

Reference 5

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Source-reported events for the cited work

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Observation 15964b04-4713-44d8-a547-9e92275b351e · outbound

This paper cites Dacfusion: Dual asymmetric cross-attention guided feature fusion for multispectral object detection,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Dacfusion: Dual asymmetric cross-attention guided feature fusion for multispectral object detection,

Reference 6

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Source-reported events for the cited work

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Observation 2055bf3a-849d-48a5-88a8-d1467e08b40a · outbound

This paper cites Ei2det: Edge-guided illumination-aware interactive learning for visible-infrared object detec- tion,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Ei2det: Edge-guided illumination-aware interactive learning for visible-infrared object detec- tion,

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation c830883e-80c3-4641-848f-3e38779d5811 · outbound

This paper cites Guided attentive feature fusion for multispectral pedestrian detection,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Guided attentive feature fusion for multispectral pedestrian detection,

Reference 8

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Source-reported events for the cited work

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Observation 2ac3cf02-bcd5-4068-8f7e-8ea084f9dcca · outbound

This paper cites Vehicle detection based on adaptive multimodal feature fusion and cross-modal vehicle index using RGB-T images,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Vehicle detection based on adaptive multimodal feature fusion and cross-modal vehicle index using RGB-T images,

Reference 9

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Source-reported events for the cited work

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Observation d044cd02-d660-48c3-9255-910248f5302d · outbound

This paper cites Cross-modal oriented object detection of UA V aerial images based on image feature,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Cross-modal oriented object detection of UA V aerial images based on image feature,

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation d51b53a7-1674-4b97-88c5-0e5c772f988a · outbound

This paper cites Cross-Modality Fusion Transformer for Multispectral Object Detection.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Cross-Modality Fusion Transformer for Multispectral Object Detection

Reference 11

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Source-reported events for the cited work

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Observation 9e33de16-eebd-4fa3-b4cf-d75797fa86c7 · outbound

This paper cites Crossformer: Cross-guided attention for multi-modal object detection,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Crossformer: Cross-guided attention for multi-modal object detection,

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 46d1e803-c1d6-4e8c-9342-cdc019640802 · outbound

This paper cites Rich feature hierarchies for accurate object detection and semantic segmentation,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Rich feature hierarchies for accurate object detection and semantic segmentation,

Reference 13

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Source-reported events for the cited work

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Observation 19f60c16-c4b2-40df-be33-1d95094cb8b4 · outbound

This paper cites Fast R-CNN,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Fast R-CNN,

Reference 14

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation e9d8d50c-ad96-4599-9aae-5c515d74cb36 · outbound

This paper cites Mask R-CNN,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Mask R-CNN,

Reference 15

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 179e4104-f14b-4e49-8e85-1f54d5b824b4 · outbound

This paper cites Improving multispectral pedestrian detection by addressing modality imbalance problems,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Improving multispectral pedestrian detection by addressing modality imbalance problems,

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 2c2d478b-cee0-4488-adff-35af4811beaa · outbound

This paper cites Cross-modality interactive attention network for multispectral pedestrian detection,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Cross-modality interactive attention network for multispectral pedestrian detection,

Reference 17

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 2b7a287c-58d9-42c5-a47c-9bbf8918c30e · outbound

This paper cites Multimodal object detection by channel switching and spatial attention,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Multimodal object detection by channel switching and spatial attention,

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 344e63d4-d533-4b3c-8651-89fd979d5831 · outbound

This paper cites Superyolo: Super resolution assisted object detection in multimodal remote sensing im- agery,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Superyolo: Super resolution assisted object detection in multimodal remote sensing im- agery,

Reference 19

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation d130abcc-a22b-4c88-8dfe-8f5e3b0b76b2 · outbound

This paper cites Deep cross-modal representation learning and distillation for illumination-invariant pedestrian detection,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Deep cross-modal representation learning and distillation for illumination-invariant pedestrian detection,

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation c93ad8b4-6fa1-4ffc-9d5a-71c6a43874e0 · outbound

This paper cites Cross-modality com- plementary information fusion for multispectral pedestrian detection,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Cross-modality com- plementary information fusion for multispectral pedestrian detection,

Reference 21

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raw_fallback, observed 2026-07-07T08:23:31.012850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 4b3cf4ab-19c2-49fc-8904-afeea312dc83 · outbound

This paper cites Cross-modality attentive feature fusion for object detection in multispectral remote sensing imagery,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Cross-modality attentive feature fusion for object detection in multispectral remote sensing imagery,

Reference 22

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 475609f1-0cac-4bc5-a563-4c69aa1f24bc · outbound

This paper cites Illumination-guided RGBT object detection with inter- and intra-modality fusion,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Illumination-guided RGBT object detection with inter- and intra-modality fusion,

Reference 23

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 89d8c37a-3828-498a-a9e6-eb2d6d2f1d3d · outbound

This paper cites Weakly aligned feature fusion for multimodal object detection,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Weakly aligned feature fusion for multimodal object detection,

Reference 24

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation a6fc8a1b-8dec-4402-8683-ae034357d400 · outbound

This paper cites Fd2- net: Frequency-driven feature decomposition network for infrared-visible object detection,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Fd2- net: Frequency-driven feature decomposition network for infrared-visible object detection,

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 938c25f6-255e-46a1-9dde-c9f55d84419b · outbound

This paper cites Attention is all you need,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Attention is all you need,

Reference 26

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation cc39d013-307e-4b0c-a32b-159e8cfe6c90 · outbound

This paper cites An image is worth 16x16 words: Trans- MANUSCRIPT SUBMITTED TO IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 16 formers for image recognition at scale,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection An image is worth 16x16 words: Trans- MANUSCRIPT SUBMITTED TO IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 16 formers for image recognition at scale,

Reference 27

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raw_fallback, observed 2026-07-07T08:23:30.991649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 9676f3d2-5db3-4660-8317-16daa87058d5 · outbound

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

Dual Sparse Aggregation Transformer for Multispectral Object Detection Swin transformer: Hierarchical vision transformer using shifted windows,

Reference 28

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 7f5b7983-5285-4d27-94c4-6cb0607bcbae · outbound

This paper cites Swin transformer V2: scaling up capacity and resolution,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Swin transformer V2: scaling up capacity and resolution,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:30.941015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:8cfcafdcca088a2c5f692ff2a80486be7d87d52a1fe79bd8fff7df69e5d01ea6

Observation 6751190b-0cf8-46c8-81dd-f3e52828a07a · outbound

This paper cites YOLO-MS: multispectral object detection via feature interaction and self-attention guided fusion,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection YOLO-MS: multispectral object detection via feature interaction and self-attention guided fusion,

Reference 30

Resolution
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raw_fallback, observed 2026-07-07T08:23:30.951745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:1561142a90eca0ba36af97473f3dbc660883d293eae4ad5ea9e82c75676a1592

Observation f3220d51-65d9-4a7e-9945-542af3a8489b · outbound

This paper cites Multi-scale aggregation transformers for multispectral object detection,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Multi-scale aggregation transformers for multispectral object detection,

Reference 31

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raw_fallback, observed 2026-07-07T08:23:31.019791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 49a2d177-9b6c-4526-a147-3a45c3ffde73 · outbound

This paper cites Differential feature awareness network within antagonistic learning for infrared-visible object detection,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Differential feature awareness network within antagonistic learning for infrared-visible object detection,

Reference 32

Resolution
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raw_fallback, observed 2026-07-07T08:23:31.011110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:ca7958487316b71684664b7a02d4016516d38d69cb9371a8a8da917b64625117

Observation 55a6a4bc-e5f2-4827-977b-5b06bb406e32 · outbound

This paper cites Mmi-det: Exploring multi-modal integration for visible and infrared object detection,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Mmi-det: Exploring multi-modal integration for visible and infrared object detection,

Reference 33

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raw_fallback, observed 2026-07-07T08:23:30.975864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:0df1f283c2c4104a9a86a4ad5560236f24fc5b0e2275aee114d0599119dc66af

Observation b794f1ee-72b3-45ae-89e0-5e58c9545626 · outbound

This paper cites Seadate: Remedy dual-attention transformer with semantic alignment via contrast learning for multimodal object detection,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Seadate: Remedy dual-attention transformer with semantic alignment via contrast learning for multimodal object detection,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:30.944540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:13935adba4f9a0bb6afb5a342bb2ce8d3c6c07eb2a0d5e0f6dab0a4fead20b78

Observation 03ba3280-934f-4427-a89b-18f901cd0c6a · outbound

This paper cites Icafusion: Iterative cross-attention guided feature fusion for multispectral object detection,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Icafusion: Iterative cross-attention guided feature fusion for multispectral object detection,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:30.946342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:230e1e75c6d31439eaa8dc146791bbdb7ea5e2b81987d323f0031c75266c9045

Observation 84791f34-aa3d-47f8-a173-4f1d242cf285 · outbound

This paper cites Multidimensional fusion net- work for multispectral object detection,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Multidimensional fusion net- work for multispectral object detection,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:31.030339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:40098ef9c6e24633957185c10e9327803fe8a5a354d8a8b12b0d80917616b4a1

Observation 2de2f9cd-c89f-48d2-b6d6-329ec5c4c9db · outbound

This paper cites Sparsevit: Revis- iting activation sparsity for efficient high-resolution vision transformer,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Sparsevit: Revis- iting activation sparsity for efficient high-resolution vision transformer,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:31.025276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:98f15637b6d86a92a8323fd530a86d155378d63dafb9d22498ca3ca9db494d05

Observation 3f5ce0f4-6486-4e24-b4d3-0fa4f42ab93d · outbound

This paper cites Deformable DETR: deformable transformers for end-to-end object detection,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Deformable DETR: deformable transformers for end-to-end object detection,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:30.948169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:46974ab0c1e378159bb9932661454dc149d4b3d95bdcadf8f770db319cf11161

Observation 96638e2a-4698-4e11-8f2c-55fe9bbc5ee2 · outbound

This paper cites Dynamicvit: Efficient vision transformers with dynamic token sparsification,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Dynamicvit: Efficient vision transformers with dynamic token sparsification,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:30.981116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:699adffdb30fbeea3a9561f6c83f64e44838eaeb4ce7058f4db775ba5c6b4bb0

Observation c43ebf96-eb23-442c-8156-09bd2a34c388 · outbound

This paper cites Multi-modal feature pyramid transformer for rgb-infrared object detection,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Multi-modal feature pyramid transformer for rgb-infrared object detection,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:30.965432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:591401e88b74e2a25e725b08caef3e1822db833af45d1ce8dd2c15a67e0f3977

Observation 87d21c37-7adc-4bdd-8f4b-8f94bf3088e6 · outbound

This paper cites Run, don’t walk: Chasing higher FLOPS for faster neural networks,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Run, don’t walk: Chasing higher FLOPS for faster neural networks,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:30.962322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:e048686b5c9c774ca4e0594cd0ef7bdfc7d78cdbaa1960ad5aac7c2d0d076e49

Observation e61b253b-90ef-4cf4-a5c0-9f1e677807eb · outbound

This paper cites MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications.

Dual Sparse Aggregation Transformer for Multispectral Object Detection MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-07-01T00:45:11.958891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:7c1904934257f9f1a7c96142c322f93802855cbc2d05c16f5aa5bbc4012f4534

Observation 7260781e-f6f6-4b49-9368-20810d26f4f7 · outbound

This paper cites A tutorial on the cross-entropy method,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection A tutorial on the cross-entropy method,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:31.038575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:58af3c8872d92c04cb7cb8413101c5f03ba3a7917fd6bf032cb77e5539f7a10d

Observation 37881810-a7da-4661-ae4f-960a3c987798 · outbound

This paper cites Generalized intersection over union: A metric and a loss for bounding box regression,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Generalized intersection over union: A metric and a loss for bounding box regression,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:31.035178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:5af262b4895a28587508fb186c010f11c04571c41e401300e3586008c24dfeb2

Observation cca80f7a-6437-444b-8062-9368182656ae · outbound

This paper cites Multispectral fusion for object detection with cyclic fuse-and-refine blocks,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Multispectral fusion for object detection with cyclic fuse-and-refine blocks,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:30.942655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:396c4cdd7355f922fbf1ddbd39e11c42abfb6dfd245fbaf1f383dc0544ef1051

Observation 157d723e-fa98-46cc-816a-277e81612c88 · outbound

This paper cites Target- aware dual adversarial learning and a multi-scenario multi-modality benchmark to fuse infrared and visible for object detection,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Target- aware dual adversarial learning and a multi-scenario multi-modality benchmark to fuse infrared and visible for object detection,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:31.017892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:f85aec66c17a4970c49ab4bb9f0b70bc9196dff1854441092661304c1b29a8aa

Observation cac184b8-29fd-49ba-8c6c-a49b2e752c38 · outbound

This paper cites LLVIP: A visible-infrared paired dataset for low-light vision,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection LLVIP: A visible-infrared paired dataset for low-light vision,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:31.026955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:8fff1cb84000b3e033599ec8f5c239f7bd570ca68e8b5011b2359c444c02f968

Observation 8e1f63a5-34ab-423d-ab31-9caf868c8bb3 · outbound

This paper cites Ex- plicit attention-enhanced fusion for rgb-thermal perception tasks.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Ex- plicit attention-enhanced fusion for rgb-thermal perception tasks

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:30.950052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:52daea3dc389c7271a83a427d7aa820bed8cbaf8f2925749aed34e8452b32359

Observation 3b1e6db6-2911-4476-abb4-c2880ddfd4da · outbound

This paper cites Multimodal object detection via probabilistic ensembling,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Multimodal object detection via probabilistic ensembling,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:30.984587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:dcf0c68caf765d308e453e27f20bcafeded3874a7313f30015211bc6599964d5

Observation 08850c5f-ec61-4523-8b56-41dae70c91b0 · outbound

This paper cites Fusion-mamba for cross-modality object detection,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Fusion-mamba for cross-modality object detection,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:31.028693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:560ccc76f126f519f756d75d02b08729e38d7b1e5f2d7a42b8def98a551d1749

Observation 0ed83b22-5ca2-40ba-8b3b-eb6804cfeb33 · outbound

This paper cites Removal then selection: A coarse-to-fine fusion perspective for rgb-infrared object detection,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Removal then selection: A coarse-to-fine fusion perspective for rgb-infrared object detection,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:31.033499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:008ddc69100bbe8a7cd17d6f78b3457a5d6d82d0eabf6114946db6389b15ef63

Observation 4e500c0a-78a7-42a4-8b2d-f1f33e107bb0 · outbound

This paper cites Dual-perspective alignment learning for multimodal remote sensing object detection,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Dual-perspective alignment learning for multimodal remote sensing object detection,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:31.014506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:1e24d6d900eddaa98f7372064322238efa713f5a9b741bd8d71b2d96ab2a970d

Observation 9af069b2-be29-4262-9423-26e07e2ecc96 · outbound

This paper cites Dwsf-net: A dynamic wavelet-based spatial-frequency fusion network for multispectral object detection,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Dwsf-net: A dynamic wavelet-based spatial-frequency fusion network for multispectral object detection,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:31.045592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:5c3fb3e0480025e3fc37ded0b2215edae5e8b325e95ffd273fab840450154c38

Observation 2f123f04-2dba-4e05-b96c-a00c627d756d · outbound

This paper cites Didfuse: Deep image decomposition for infrared and visible image fusion,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Didfuse: Deep image decomposition for infrared and visible image fusion,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:30.987947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:e27636ae85ed856fde8c2988233831ce43036b3533b9001f6a984bb7264fc674

Observation a233d886-a7e9-4b1f-aecd-386ee9d5a58c · outbound

This paper cites Sdnet: A versatile squeeze-and-decomposition network for real-time image fusion,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Sdnet: A versatile squeeze-and-decomposition network for real-time image fusion,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:30.993520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:2662d770c3b9913e0d6b56e032303ba048e8fb80086d1886a456c85685204756

Observation 29667a49-e88d-4ca6-8c41-11f64258f88c · outbound

This paper cites Detfusion: A detection-driven infrared and visible image fusion network,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Detfusion: A detection-driven infrared and visible image fusion network,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:30.955068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:265287e2146dd0db73cc17330b47f9cacb38be5ee593c0527ec79442f74d9110

Observation b29bb5bf-fa44-464a-90cc-f5087de7b9b8 · outbound

This paper cites Superfusion: A ver- satile image registration and fusion network with semantic awareness,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Superfusion: A ver- satile image registration and fusion network with semantic awareness,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:31.002505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:3cf5cba6c88872b620f8031f1529086af3e0d58e837f90236ec0b61a5712ef96

Observation 1572e2bb-0186-451d-b161-10943f0228e7 · outbound

This paper cites Rfnet: Unsupervised network for mutually reinforcing multi-modal image registration and fusion,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Rfnet: Unsupervised network for mutually reinforcing multi-modal image registration and fusion,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:30.968763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:c8eab55b873e0cfa019667a034d7831c6036eec4044f09365fabd3158714dcbe

Observation 0fec6b32-4fa1-49b4-8654-fc856e68bd82 · outbound

This paper cites Cddfuse: Correlation-driven dual-branch feature decomposition for multi-modality image fusion,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Cddfuse: Correlation-driven dual-branch feature decomposition for multi-modality image fusion,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:30.970450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:5bcac61d211e8c2df6a921f758217c42de51bb00492d51967878dbac380662d8

Observation 96ece8d5-2607-4a41-89f0-470cb726cc1c · outbound

This paper cites Learning a graph neural network with cross modality interaction for image fusion,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Learning a graph neural network with cross modality interaction for image fusion,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:30.973750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:094b52cbcf23f6943c5788cbde0d4d758a2d7005e7831f37a8be3d2f2c8d7880

Observation c0436fb8-81a6-45a0-b8f6-6212d7909c67 · outbound

This paper cites Multispectral state-space feature fusion: Bridging shared and cross-parametric inter- actions for object detection,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Multispectral state-space feature fusion: Bridging shared and cross-parametric inter- actions for object detection,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:31.005880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:0b761debccd145c472862597a8ddbf74b54430b0582ee1f67912dd499653c595

Observation c5bdb3de-7304-45b9-866d-83748066dfbc · outbound

This paper cites Ccldet: A cross-modality and cross-domain low-light detector,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Ccldet: A cross-modality and cross-domain low-light detector,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:30.972084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:bf9a2fc364ad3fb1c927d70bbb924cd173bc492a490edda7cf483babf217c567

Observation ca01fec1-3123-40d4-b3d9-8a785792be60 · outbound

This paper cites Unirgb-ir: A unified framework for visible-infrared semantic tasks via adapter tuning,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Unirgb-ir: A unified framework for visible-infrared semantic tasks via adapter tuning,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:31.040481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:3fba7b18804cb6375a58fa76a176c9f68099da1caa624b9d206f8a8439dabcf1

Pith citing papers

No inbound Pith citation observations are available.