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Paper Citation Record · LEDGER

Dual Sparse Aggregation Transformer for Multispectral Object Detection

As of 10 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 2026-08-10T06:31:04.303077+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
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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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verified fuzzy
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Source-reported events for the cited work

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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

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+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

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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

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+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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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

Resolution
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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 2026-08-10T06:31:04.303077+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

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+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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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+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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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+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
verified fuzzy
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 2026-08-10T06:31:04.303077+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

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+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
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 2026-08-10T06:31:04.303077+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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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 2026-08-10T06:31:04.303077+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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:3a3d52e5ca263f95aeaaa56a75a78bf6979cf8ede6bcc7d7868b0a38a2c21486

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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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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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

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 2026-08-10T06:31:04.303077+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
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+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
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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:4e958775fb943082bb9bc2c606c8fd7b207b599e229f214b1d07578537fe3f77

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:6c00c4d7cd92b8fb37380c9e37bac437137b43ea1c08df57565cdb756d0490d7

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:a01354d6d11fa5518db43000f2d99221441a62f342e115c911402a1b072a6095

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:367d46be7091888131fbec85dc9ed3dc71506afd5d37f936688fb893064e6db1

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
verified fuzzy
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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:a42c1e7b398343460d5ef9eb7596da1001af744b4e91f57dace13d14c5d07016

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
verified fuzzy
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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:0528f3a99a201d50c0386fa9c62c3b91f931e7dd3ffeea556e740de4f7c2fab1

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:d9b777af915b463812c803cde481a69fbf37910428698961fb85c794ec5f8503

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:0a6f11560d53ff0e3efb5909f5294773687f830886e817bf7bc6ac21b0322dc3

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:580c72f6e5507d16fdb196b7031faa7b63c0231f8ee93cf361b8dbfcac9489cd

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:1e84bd83ebd4e67bf81c685045e08a66464b2db5eb920fd036661a608a049e4a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:8abd6f53b5dd2b14fc9cf7cb97682297afe3b913c48a63439ae59b42e2df491f

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:1aaceb69a1cb53c3bb88a3035525fd2dacb76bbd931162209fafad171b39e8d5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:fc893e7c6625af42b80ef5eb2a69ecbc09ac395c9aa26810561ca626858d0b8e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:efddb49af5e34ed50ae8616223d25d101883123658a1bbfa9d26b89b680c9cb0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:3e24c2ec8a82f1ef904c6a3793d00b5bb00ce17401a5c600d726ff60d06fcfb1

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:c8c5a36998d79a18071e974e4a242d469b35e98e857cb7867275c744c1742c90

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:1fad850f54e51d6763c792fc0605a671d3a6705cff255ec6814cd26b932c02b1

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:ecf1b99c3cc9359f5448e9b64d1f06dfb90328d47553789e2a0ec779cdb5ed7f

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:38105e8b15e0180a8318197ad14fa50416b37d517ec118f19a52baf0195388fc

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:7af76ed398964a99095245fa92eff28f913d2e39e2c8331dcc889a3681c8b766

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:ca55ae9f769b47506a6f00cd34e149db818231417daad70f94a7f4cdd35dded8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:56ba5903a0de5dec76400f800fb08849c805147b959703bd40152c6954d22429

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:2ac37daafe1bc18996e628b61b590a656251c59a97d07c79f1b014aec51a7187

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:546c389b1e9c23f531ae830d4bf627c1ff3e8f8bfc4119fc17811d6ed9379698

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:78a7a73192efb03370cf7c05841c2f26407738bb421304b2f3af32629f6c0102

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:1ab5ae8971397ce01425716981d19aeb68a8460d60e033965ea219a4d0864e69

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:e7ea0e4c7ff9511cc6d28f34ae80c65cea3db4a9bb5d6621cdbf00c8bedae02a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:aa5a9f8b50f7820bbe9be518c0a69ab8a2646ed73f51b6acf581fb7600218c28

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:8d2ba472ae70e0463f4427231dc04e009d94ad11f398878f12ac71fe777c976a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:c5f34730932c18e49a8b67b96741ffda32d914b493a239e32af8318d6f933aef

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:c2919e07715f5e0dba6d6af954361c5933422982f9211f8a8b1b7993ee50bb09

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:1366c7d145fbcd3230ab1595f3ceee8cee6849cea340e1fb7ed92c83cd82a2a3

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:e2692e010ac3deed9e3dbd3e34bc8774ae2a02623bea78659280ffacf7e53bae

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:de79e86efbd44d67ff0d01fd3ff8fcdba558f6c1dab93a48dc9e9bdaed7cdcf8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:7eb799185d85ee7042baeb17ef9ce11475291b75607e4e97ea7d97ac672e7c25

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T00:40:57.018937Z digest=sha256:03b2b881e85d8e05f4eb52c9efc4c3a9da20336ea48cf469f0cf7237b5b02492

Pith citing papers

No inbound Pith citation observations are available.