Paper Citation Record · LEDGER

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion

As of 9 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2608.02092.

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

pith.paper-citation-record.v1
2608.02092 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T15:19:35.184809Z

measured 39 of 39 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

39 of 39 outbound references displayed

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verified fuzzy0
unresolved39
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2fc8c1b8-7bd8-4006-9a07-d46cea440b09 · outbound

This paper cites Transfusion: Robust lidar-camera fusion for 3d object detection with transformers.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Transfusion: Robust lidar-camera fusion for 3d object detection with transformers

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:29.274812Z

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Unavailable: canonical work link unavailable.

Observation eeca9655-7a62-49c1-9f18-1fe30ca31e35 · outbound

This paper cites Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:29.544836Z

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Observation c72745d5-e7d5-42a3-858b-ce3ce0d7b185 · outbound

This paper cites YOLOv4: Optimal Speed and Accuracy of Object Detection.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion YOLOv4: Optimal Speed and Accuracy of Object Detection

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:29.745768Z

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Observation 578563e1-53b0-4726-aac2-51d5cb5c03d5 · outbound

This paper cites End-to-end object detection with transformers.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion End-to-end object detection with transformers

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:29.945953Z

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Observation 25b6662d-a520-4989-80f8-5d159fdee546 · outbound

This paper cites Weakly misalignment-free adaptive feature alignment for uavs-based multi- modal object detection.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Weakly misalignment-free adaptive feature alignment for uavs-based multi- modal object detection

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:30.124807Z

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Observation d048fc71-c512-49ba-9b14-3835c326ca44 · outbound

This paper cites Slbaf-net: Super-lightweight bimodal adaptive fusion network for uav detection in low recognition environment.Multimedia Tools and Applications, 82(30):47773–47792, 2023.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Slbaf-net: Super-lightweight bimodal adaptive fusion network for uav detection in low recognition environment.Multimedia Tools and Applications, 82(30):47773–47792, 2023

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:30.245774Z

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Observation 904d2e6b-5c15-443b-b03b-12abf83e3f59 · outbound

This paper cites Fusion-mamba for cross-modality object detection.IEEE Transactions on Multimedia, 2025.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Fusion-mamba for cross-modality object detection.IEEE Transactions on Multimedia, 2025

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:30.468275Z

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Observation e2a22f0f-56b0-4d48-8767-6f75167a6eb1 · outbound

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

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Cross-Modality Fusion Transformer for Multispectral Object Detection

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:30.641745Z

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Observation ba90d761-14ea-45f3-9c68-3b90a9e1824a · outbound

This paper cites Ob- ject detection in thermal spectrum for advanced driver-assistance systems (adas).Ieee Access, 9:156465–156481, 2021.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Ob- ject detection in thermal spectrum for advanced driver-assistance systems (adas).Ieee Access, 9:156465–156481, 2021

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:30.814799Z

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Unavailable: canonical work link unavailable.

Observation 9a20d8af-50d9-44e7-8c23-916425b37a42 · outbound

This paper cites Lraf-net: Long-range attention fusion network for visible–infrared object detection.IEEE Transactions on Neural Networks and Learning Systems, 35 (10):13232–13245, 2023.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Lraf-net: Long-range attention fusion network for visible–infrared object detection.IEEE Transactions on Neural Networks and Learning Systems, 35 (10):13232–13245, 2023

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:30.924735Z

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Observation 63db0106-dabd-4785-ab97-ed813c6a1277 · outbound

This paper cites Multi- spectral pedestrian detection: Benchmark dataset and baseline.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Multi- spectral pedestrian detection: Benchmark dataset and baseline

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:31.054823Z

Source-reported events for the cited work

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Observation bd14c166-722e-4af3-a4ab-1482566a994b · outbound

This paper cites A review on methods and applications in multimodal deep learning.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion A review on methods and applications in multimodal deep learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:31.197468Z

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Observation 57ec474d-77ad-47a7-b81e-90d46e15310b · outbound

This paper cites Mul- tispectral object detection enhanced by cross-modal information complementary and cosine similarity channel resampling modules.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Mul- tispectral object detection enhanced by cross-modal information complementary and cosine similarity channel resampling modules

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:31.480686Z

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Observation 30cb16e4-c1f8-4864-8ad2-1258703c7b9f · outbound

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

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Llvip: A visible- infrared paired dataset for low-light vision

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:31.640245Z

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Observation 3b0f82bc-c41a-4b51-904e-39089dd7ca79 · outbound

This paper cites an unresolved cited work.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:31.884978Z

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Observation 2d148f51-a78c-4e02-8124-1854fc32c8e9 · outbound

This paper cites Ultralytics yolo, January 2023.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Ultralytics yolo, January 2023

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:32.044893Z

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Observation 41b75c3d-8820-46b8-9991-35f5159d854d · outbound

This paper cites ultralytics/YOLOv5: v6.0, 2021.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion ultralytics/YOLOv5: v6.0, 2021

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:32.229151Z

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Observation 6427830a-0a40-4669-a609-551a3d6da36f · outbound

This paper cites Densefuse: A fusion approach to infrared and visible images.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Densefuse: A fusion approach to infrared and visible images

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:32.315138Z

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Observation b5708581-be2f-4058-b8ce-61dd0fc52245 · outbound

This paper cites Crossfuse: A novel cross attention mechanism based infrared and visible image fusion approach.Information Fusion, 103:102147, 2024.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Crossfuse: A novel cross attention mechanism based infrared and visible image fusion approach.Information Fusion, 103:102147, 2024

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:32.424748Z

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Observation 936376de-48f1-4169-ad58-4d25134b8f8b · outbound

This paper cites an unresolved cited work.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:32.545857Z

Source-reported events for the cited work

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Observation 57f67b48-0372-4295-b858-0cc4176a482e · outbound

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

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Target-aware dual adversarial learning and a multi-scenario multi- modality benchmark to fuse infrared and visible for object detection

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:32.782279Z

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Observation 62563498-81bf-4c9e-8410-c7b4a1547cc1 · outbound

This paper cites Infrared and visible image fusion methods and applications: A survey.Information fusion, 45:153–178, 2019.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Infrared and visible image fusion methods and applications: A survey.Information fusion, 45:153–178, 2019

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:32.932533Z

Source-reported events for the cited work

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Observation 6ca0e3d0-45cf-44b1-8793-d3ca66ea8d73 · outbound

This paper cites Swinfu- sion: Cross-domain long-range learning for general image fusion via swin transformer.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Swinfu- sion: Cross-domain long-range learning for general image fusion via swin transformer

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:33.054830Z

Source-reported events for the cited work

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Observation 13e23233-9693-4abb-a40c-d6d9c5876386 · outbound

This paper cites Sparse sequence-to-sequence mod- els.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Sparse sequence-to-sequence mod- els

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:33.144809Z

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Observation 4b1c2a55-1859-452b-9e11-75799b6b88f5 · outbound

This paper cites Cross-modality attentive feature fusion for object detection in multispectral remote sensing imagery.Pattern Recognition, 130:108786, 2022.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Cross-modality attentive feature fusion for object detection in multispectral remote sensing imagery.Pattern Recognition, 130:108786, 2022

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:33.243348Z

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Observation 9c67d0f6-d43c-4f64-8451-66df09fa7c0a · outbound

This paper cites Vehicle detection in aerial imagery: A small target detection benchmark.Journal of Visual Communication and Image Rep- resentation, 34:187–203, 2016.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Vehicle detection in aerial imagery: A small target detection benchmark.Journal of Visual Communication and Image Rep- resentation, 34:187–203, 2016

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:33.364740Z

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Unavailable: canonical work link unavailable.

Observation 7558bfce-6624-4b63-a7e4-1bd53475ddd5 · outbound

This paper cites Icafusion: It- erative cross-attention guided feature fusion for multispectral object detection.Pattern Recognition, 145:109913, 2024.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Icafusion: It- erative cross-attention guided feature fusion for multispectral object detection.Pattern Recognition, 145:109913, 2024

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:33.444735Z

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Unavailable: canonical work link unavailable.

Observation 288bf3ba-b5c7-4fc7-9699-0b514146b890 · outbound

This paper cites Dropout: a simple way to prevent neural networks from overfitting.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Dropout: a simple way to prevent neural networks from overfitting

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:33.604870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a307ffb5-2b0b-4998-9f1d-3ff9340345d7 · outbound

This paper cites Adaptive multimodal feature fusion with fre- quency domain gate for remote sensing object detection.Remote Sensing Letters, 15 (2):133–144, 2024.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Adaptive multimodal feature fusion with fre- quency domain gate for remote sensing object detection.Remote Sensing Letters, 15 (2):133–144, 2024

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:33.794899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 536bb4ea-a60c-46a3-ad1a-89986acd7e0a · outbound

This paper cites Drone-based rgb-infrared cross- modality vehicle detection via uncertainty-aware learning.IEEE Transactions on Cir- cuits and Systems for Video Technology, 32(10):6700–6713, 2022.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Drone-based rgb-infrared cross- modality vehicle detection via uncertainty-aware learning.IEEE Transactions on Cir- cuits and Systems for Video Technology, 32(10):6700–6713, 2022

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:34.004816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 191e0bea-9db0-4846-9835-92a0086986c1 · outbound

This paper cites Deep multimodal fusion by channel exchanging.Advances in neural infor- mation processing systems, 33:4835–4845, 2020.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Deep multimodal fusion by channel exchanging.Advances in neural infor- mation processing systems, 33:4835–4845, 2020

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:34.205131Z

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Observation 25ed09ea-2ac6-425c-831d-f50a0a58b1ac · outbound

This paper cites Cdc-yolofusion: Leveraging cross-scale dynamic convolution fusion for visible-infrared object detec- tion.IEEE Transactions on Intelligent V ehicles, 2024.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Cdc-yolofusion: Leveraging cross-scale dynamic convolution fusion for visible-infrared object detec- tion.IEEE Transactions on Intelligent V ehicles, 2024

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:34.355110Z

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Observation fec75606-8a8d-4f58-9503-c49df7da16e1 · outbound

This paper cites If-usod: Multimodal information fusion interactive feature enhancement architecture for underwater salient object detection.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion If-usod: Multimodal information fusion interactive feature enhancement architecture for underwater salient object detection

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:34.464733Z

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Observation 23b41c61-c045-44c7-b345-343b11ac27c8 · outbound

This paper cites Translation, scale and rotation: cross- modal alignment meets rgb-infrared vehicle detection.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Translation, scale and rotation: cross- modal alignment meets rgb-infrared vehicle detection

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:34.604813Z

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Observation 85d0e79d-3e6a-4708-b97f-5253ba1ea24d · outbound

This paper cites Cutmix: Regularization strategy to train strong classifiers with local- izable features.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Cutmix: Regularization strategy to train strong classifiers with local- izable features

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:34.722705Z

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Observation 62a43ed5-ab8f-4bda-84f6-f91b8213a9b7 · outbound

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

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Guided attentive feature fusion for multispectral pedestrian detection

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:34.854927Z

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Observation 61800101-508d-4888-abfa-e4beb737620f · outbound

This paper cites Weakly aligned cross-modal learning for multispectral pedestrian detection.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Weakly aligned cross-modal learning for multispectral pedestrian detection

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:35.015144Z

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Unavailable: canonical work link unavailable.

Observation 1c208c05-faf9-407c-a200-98e0f20f547e · outbound

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

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion Cddfuse: Correlation-driven dual-branch feature decom- position for multi-modality image fusion

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:35.184809Z

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Observation 759259af-0bec-47a7-8e66-8118e2081883 · outbound

This paper cites URLhttps://doi.org/10.1145/3545572.

Deep Multimodal Fusion Detection through Spatial Mask and Channel Fusion URLhttps://doi.org/10.1145/3545572

Reference 6857

Resolution: unresolved; no resolver link, observed 2026-08-04T15:19:31.364748Z

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Pith citing papers

No inbound Pith citation observations are available.