Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-01T00:40:57.018937Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-01T00:40:57.018937Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
63 of 63 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 299da5fe-d441-4420-b3ea-c681738df322 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Faster R-CNN: towards real- time object detection with region proposal networks,
Reference 1
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.
Observation 13793dd7-d66d-4b64-9042-9fa83f6da77b · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Yolov5 by ultralytics,
Reference 2
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.
Observation c56c021f-7d5f-4a1c-b918-7fb399bb9aaf · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Ultralytics yolo,
Reference 3
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.
Observation d33bb750-717e-4393-877a-ac4214279596 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Yolov10: Real-time end-to-end object detection,
Reference 4
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.
Observation 7ce2a89d-8768-42ce-a38c-ff3ab498ffaa · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Deformable cross-attention transformer for weakly aligned RGB-T pedestrian detection,
Reference 5
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.
Observation 15964b04-4713-44d8-a547-9e92275b351e · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Dacfusion: Dual asymmetric cross-attention guided feature fusion for multispectral object detection,
Reference 6
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.
Observation 2055bf3a-849d-48a5-88a8-d1467e08b40a · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Ei2det: Edge-guided illumination-aware interactive learning for visible-infrared object detec- tion,
Reference 7
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.
Observation c830883e-80c3-4641-848f-3e38779d5811 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Guided attentive feature fusion for multispectral pedestrian detection,
Reference 8
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.
Observation 2ac3cf02-bcd5-4068-8f7e-8ea084f9dcca · outbound
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
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.
Observation d044cd02-d660-48c3-9255-910248f5302d · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Cross-modal oriented object detection of UA V aerial images based on image feature,
Reference 10
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.
Observation d51b53a7-1674-4b97-88c5-0e5c772f988a · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Cross-Modality Fusion Transformer for Multispectral Object Detection
Reference 11
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.
Observation 9e33de16-eebd-4fa3-b4cf-d75797fa86c7 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Crossformer: Cross-guided attention for multi-modal object detection,
Reference 12
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.
Observation 46d1e803-c1d6-4e8c-9342-cdc019640802 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Rich feature hierarchies for accurate object detection and semantic segmentation,
Reference 13
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.
Observation 19f60c16-c4b2-40df-be33-1d95094cb8b4 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Fast R-CNN,
Reference 14
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.
Observation e9d8d50c-ad96-4599-9aae-5c515d74cb36 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Mask R-CNN,
Reference 15
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.
Observation 179e4104-f14b-4e49-8e85-1f54d5b824b4 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Improving multispectral pedestrian detection by addressing modality imbalance problems,
Reference 16
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.
Observation 2c2d478b-cee0-4488-adff-35af4811beaa · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Cross-modality interactive attention network for multispectral pedestrian detection,
Reference 17
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.
Observation 2b7a287c-58d9-42c5-a47c-9bbf8918c30e · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Multimodal object detection by channel switching and spatial attention,
Reference 18
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.
Observation 344e63d4-d533-4b3c-8651-89fd979d5831 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Superyolo: Super resolution assisted object detection in multimodal remote sensing im- agery,
Reference 19
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.
Observation d130abcc-a22b-4c88-8dfe-8f5e3b0b76b2 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Deep cross-modal representation learning and distillation for illumination-invariant pedestrian detection,
Reference 20
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.
Observation c93ad8b4-6fa1-4ffc-9d5a-71c6a43874e0 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Cross-modality com- plementary information fusion for multispectral pedestrian detection,
Reference 21
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.
Observation 4b3cf4ab-19c2-49fc-8904-afeea312dc83 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Cross-modality attentive feature fusion for object detection in multispectral remote sensing imagery,
Reference 22
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.
Observation 475609f1-0cac-4bc5-a563-4c69aa1f24bc · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Illumination-guided RGBT object detection with inter- and intra-modality fusion,
Reference 23
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.
Observation 89d8c37a-3828-498a-a9e6-eb2d6d2f1d3d · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Weakly aligned feature fusion for multimodal object detection,
Reference 24
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.
Observation a6fc8a1b-8dec-4402-8683-ae034357d400 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Fd2- net: Frequency-driven feature decomposition network for infrared-visible object detection,
Reference 25
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.
Observation 938c25f6-255e-46a1-9dde-c9f55d84419b · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Attention is all you need,
Reference 26
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.
Observation cc39d013-307e-4b0c-a32b-159e8cfe6c90 · outbound
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
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.
Observation 9676f3d2-5db3-4660-8317-16daa87058d5 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Swin transformer: Hierarchical vision transformer using shifted windows,
Reference 28
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.
Observation 7f5b7983-5285-4d27-94c4-6cb0607bcbae · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Swin transformer V2: scaling up capacity and resolution,
Reference 29
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.
Observation 6751190b-0cf8-46c8-81dd-f3e52828a07a · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection YOLO-MS: multispectral object detection via feature interaction and self-attention guided fusion,
Reference 30
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.
Observation f3220d51-65d9-4a7e-9945-542af3a8489b · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Multi-scale aggregation transformers for multispectral object detection,
Reference 31
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.
Observation 49a2d177-9b6c-4526-a147-3a45c3ffde73 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Differential feature awareness network within antagonistic learning for infrared-visible object detection,
Reference 32
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.
Observation 55a6a4bc-e5f2-4827-977b-5b06bb406e32 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Mmi-det: Exploring multi-modal integration for visible and infrared object detection,
Reference 33
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.
Observation b794f1ee-72b3-45ae-89e0-5e58c9545626 · outbound
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
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.
Observation 03ba3280-934f-4427-a89b-18f901cd0c6a · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Icafusion: Iterative cross-attention guided feature fusion for multispectral object detection,
Reference 35
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.
Observation 84791f34-aa3d-47f8-a173-4f1d242cf285 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Multidimensional fusion net- work for multispectral object detection,
Reference 36
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.
Observation 2de2f9cd-c89f-48d2-b6d6-329ec5c4c9db · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Sparsevit: Revis- iting activation sparsity for efficient high-resolution vision transformer,
Reference 37
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.
Observation 3f5ce0f4-6486-4e24-b4d3-0fa4f42ab93d · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Deformable DETR: deformable transformers for end-to-end object detection,
Reference 38
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.
Observation 96638e2a-4698-4e11-8f2c-55fe9bbc5ee2 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Dynamicvit: Efficient vision transformers with dynamic token sparsification,
Reference 39
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.
Observation c43ebf96-eb23-442c-8156-09bd2a34c388 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Multi-modal feature pyramid transformer for rgb-infrared object detection,
Reference 40
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.
Observation 87d21c37-7adc-4bdd-8f4b-8f94bf3088e6 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Run, don’t walk: Chasing higher FLOPS for faster neural networks,
Reference 41
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.
Observation e61b253b-90ef-4cf4-a5c0-9f1e677807eb · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
Reference 42
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.
Observation 7260781e-f6f6-4b49-9368-20810d26f4f7 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection A tutorial on the cross-entropy method,
Reference 43
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.
Observation 37881810-a7da-4661-ae4f-960a3c987798 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Generalized intersection over union: A metric and a loss for bounding box regression,
Reference 44
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.
Observation cca80f7a-6437-444b-8062-9368182656ae · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Multispectral fusion for object detection with cyclic fuse-and-refine blocks,
Reference 45
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.
Observation 157d723e-fa98-46cc-816a-277e81612c88 · outbound
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
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.
Observation cac184b8-29fd-49ba-8c6c-a49b2e752c38 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection LLVIP: A visible-infrared paired dataset for low-light vision,
Reference 47
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.
Observation 8e1f63a5-34ab-423d-ab31-9caf868c8bb3 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Ex- plicit attention-enhanced fusion for rgb-thermal perception tasks
Reference 48
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.
Observation 3b1e6db6-2911-4476-abb4-c2880ddfd4da · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Multimodal object detection via probabilistic ensembling,
Reference 49
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.
Observation 08850c5f-ec61-4523-8b56-41dae70c91b0 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Fusion-mamba for cross-modality object detection,
Reference 50
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.
Observation 0ed83b22-5ca2-40ba-8b3b-eb6804cfeb33 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Removal then selection: A coarse-to-fine fusion perspective for rgb-infrared object detection,
Reference 51
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.
Observation 4e500c0a-78a7-42a4-8b2d-f1f33e107bb0 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Dual-perspective alignment learning for multimodal remote sensing object detection,
Reference 52
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.
Observation 9af069b2-be29-4262-9423-26e07e2ecc96 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Dwsf-net: A dynamic wavelet-based spatial-frequency fusion network for multispectral object detection,
Reference 53
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.
Observation 2f123f04-2dba-4e05-b96c-a00c627d756d · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Didfuse: Deep image decomposition for infrared and visible image fusion,
Reference 54
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.
Observation a233d886-a7e9-4b1f-aecd-386ee9d5a58c · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Sdnet: A versatile squeeze-and-decomposition network for real-time image fusion,
Reference 55
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.
Observation 29667a49-e88d-4ca6-8c41-11f64258f88c · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Detfusion: A detection-driven infrared and visible image fusion network,
Reference 56
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.
Observation b29bb5bf-fa44-464a-90cc-f5087de7b9b8 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Superfusion: A ver- satile image registration and fusion network with semantic awareness,
Reference 57
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.
Observation 1572e2bb-0186-451d-b161-10943f0228e7 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Rfnet: Unsupervised network for mutually reinforcing multi-modal image registration and fusion,
Reference 58
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.
Observation 0fec6b32-4fa1-49b4-8654-fc856e68bd82 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Cddfuse: Correlation-driven dual-branch feature decomposition for multi-modality image fusion,
Reference 59
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.
Observation 96ece8d5-2607-4a41-89f0-470cb726cc1c · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Learning a graph neural network with cross modality interaction for image fusion,
Reference 60
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.
Observation c0436fb8-81a6-45a0-b8f6-6212d7909c67 · outbound
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
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.
Observation c5bdb3de-7304-45b9-866d-83748066dfbc · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Ccldet: A cross-modality and cross-domain low-light detector,
Reference 62
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.
Observation ca01fec1-3123-40d4-b3d9-8a785792be60 · outbound
Dual Sparse Aggregation Transformer for Multispectral Object Detection Unirgb-ir: A unified framework for visible-infrared semantic tasks via adapter tuning,
Reference 63
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.
No inbound Pith citation observations are available.