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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

  • verified exact2
  • verified fuzzy61
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

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

This paper cites Ultralytics yolo,.

Dual Sparse Aggregation Transformer for Multispectral Object Detection Ultralytics yolo,

Reference 3

Resolution
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Source-reported events for the cited work

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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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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 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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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 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

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 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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:31.023419Z

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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raw_fallback, observed 2026-07-07T08:23:30.996912Z

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 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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raw_fallback, observed 2026-07-07T08:23:31.007639Z

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 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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raw_fallback, observed 2026-07-07T08:23:30.995191Z

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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arxiv_id, observed 2026-07-01T00:45:11.961414Z

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 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

Resolution
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raw_fallback, observed 2026-07-07T08:23:30.998991Z

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:ed3b26845beae94133111d2661e226e732bfb3539cff0345df1ced25751e9113

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

Resolution
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raw_fallback, observed 2026-07-07T08:23:31.000703Z

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 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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:30.963837Z

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=sha256:720e9c47e99c136d4897d964686a9e26043bb6c8a8d581810f2b7d088adb39b6

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
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:30.966997Z

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=sha256:42d48b6de993323d9180c2c1f26f5de3d9af76f94d5ce84905d98fffaaaeade1

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
raw_fallback, observed 2026-07-07T08:23:31.016150Z

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=sha256:1f306be84cdb6305f06fbd3eac8cd17a087a0e63f9dbcb88d08d9a9c61a07a1d

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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raw_fallback, observed 2026-07-07T08:23:31.042156Z

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

Resolution
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raw_fallback, observed 2026-07-07T08:23:30.989828Z

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=sha256:34bbb56ad5b1d5b27e9beb74a71d463ec34f9ea88103f2ba15e058c8d4d11dad

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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raw_fallback, observed 2026-07-07T08:23:30.982826Z

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:cf3b4e069b034a5e4dfaaa468605ba0cb383bc25bc94205e51545f17f1adcc0a

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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:31.021741Z

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

Resolution
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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.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:2efb712adb2eaa3fdebc2bacc9fcbeaad26732315b022567b0b5efd6d579d835

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

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:31.009410Z

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=sha256:5be4e51ac93a9d7cb4b5af2fba0f98833e3a33b0730e506a20269740f75d14d8

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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raw_fallback, observed 2026-07-07T08:23:31.036919Z

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:b9259b3454e8f274352c73c65fb44f9c1361fcdb97d46162d9b985e7b623eae5

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
verified fuzzy
raw_fallback, observed 2026-07-07T08:23:31.004135Z

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=sha256:3654644ce93bde0b918adb82e65c2b3fa5db1677585b09d36e6cf20e11b73b37

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

Resolution
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raw_fallback, observed 2026-07-07T08:23:30.959017Z

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

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raw_fallback, observed 2026-07-07T08:23:30.979457Z

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=sha256:1b364e067521610b22e21a4f60537c41037997b16afc6eca78f4fa6fa7e9d427

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

Resolution
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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.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:2b1ea3882eb61c16a07b7b4577c4a8179ac97595284211c228afa9ef1c780cc9

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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raw_fallback, observed 2026-07-07T08:23:31.043906Z

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:bf12a430d6561a0a3e742aff7b26c0af79b70d36ceae6fe9c0f9f4a0f100e194

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=sha256:28a6896daa10579e8d1aa90350c4e0b45d2c6f28d1b22269afd62ab384dd4e87

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:ca281bb711ec03416ed610f2803620218ed781eb37b966665146500c25342d58

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

Resolution
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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.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:528d07ef471a0ec8b7ca60c700c18b26478a9937e50ddb9d6f5922b0db709be5

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=sha256:3150b8bec3f0a50115f3cfb02b974c228148de32e18ccaddd2dd97cbfc200ae7

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

Resolution
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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:c62ecdc5d3628bcfe04d33c235c870c78a21d652f611dd8c1b5e99651f297b11

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=sha256:391bf46fd564b0bd0eb2a225def4567e0bd9651bfb5e7c56b7b7d80bf78ebebc

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=sha256:0792b1d303dd378ae62eadf78965d8a86be98e870530f78df06e61bf59344ade

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:a0790c9a6a5521c2a6e1c45072680bab432d086376147dfe6cd9fa0c03196c76

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=sha256:7e0dd509ad3d4272d634ccfab4ca9616d295224686fb336ba738887ba65e5f43

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:a87cc215e549af43d65c8d790e21cae6912f84c9011318e0a7e71fda0dd7ba8f

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=sha256:0e71072996af6fb1cc6557097a71894469948d23191c6ec974ce0847700091a0

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:c244e856aef606eadfab27a45443c71036b61cff846e987b3028d77e73e1245e

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:ad08c52dcc4b14bd6daf9989e01f83e66d8b3e77cacf89a07db12a7d7bf2ef01

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=sha256:98d8673cc12c899dd7ea20d72d9dec135982b307cb3b84c01b68793bcebc7d7c

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=sha256:378f378f56f1092722be91d2806021baa741f7b0795985ca44f2ad843bfef9de

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=sha256:000bad38c54acc75760d04974f040985f6ac43504b7a5a7fc40c37d1183da664

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=sha256:06626305ee491fc60e8d6667104a518b21407f16b73e5cda7198d202a2b09228

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:c398ae31f33bcccbf54df788b479d9d01b655be07a61d2b9d71fa33a5a02f411

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=sha256:6c22201fa2963f7d147aed203c0c77ada21918b1eb6ea79516e112538b49ba9c

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:ddd6fe053de8c5c02187b05b07feff691dee6d22886e1611d22468d2a8173ff3

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=sha256:430bc6a65f5bce9c077820f25409e34a41bb326e92afe060515c52f2a001e1c4

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:f56cd35ac85389cf72d7dc1a98070a37025bd8bc49dec91d4d7d86e4f7cb69fa

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=sha256:84b4a13343f5d9616022ba56aab8cbdc371c0242580b56336961a0edb2269d21

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=sha256:9d3f49fe7ae940774dcf1438d46b86e4bbe5705b7eb942cb1380b860a1acec5a

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=sha256:98bbecae01f82c8bc80c4838a359e3851762033c67330e3bae1ab875f0f06eff

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:dbe0e0ecf51e8ebb8a96f1b5da4387a40c3bf561bda7a17352122c0132adc6a7

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=sha256:5d573e1dd570f950357bb3dfc4942a293c51631f35c2a21d1a685fa26681275c

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=sha256:6e1ecb780343b533f563c8db2fa774aa0aebba72dd3cf8bd00a33c59ddca1da4

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=sha256:3064970c18b08dd11e1d5cf10225ba341680d003b85b4cd39df79e9693ba5471

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=sha256:68d474f8a834baac825517b42e556791e85db2a583b6da382f112f96eea647ad

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=sha256:6a00bf57b1a9748046ba83d80f12eca02268b2db966b4eeff5db9685e780acb9

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=sha256:234bc0d0438945a93da74aa1075efd87a60d6c139b949fc5dd4de6cb30143162

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=sha256:5cb2597bfaf5cfa43ec9c7a12ef971bbcbb49189a8bd568d3db23f8a86358889

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:feec52f5dccddbbbad4aeb69c5684b2f7a6c64afaa6f1e1b1609a2e9b84750e1

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=sha256:31f8b94fcfcc2b3e142ff40c324c244cb75923da5ad2bbac2f4b56b10850df7f

Pith citing papers

No inbound Pith citation observations are available.