Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T21:13:30.603751Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2411.09023.
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 2026-08-12T21:13:30.603751Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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
62 of 62 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 830cc371-cba2-4162-9dd7-d1ee6f558334 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation A lightweight transformer network for hyperspectral image classification,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 70114596-166e-4d00-85b3-e0ae81b3cf55 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation LMFFNet: A well-balanced lightweight network for fast and accurate semantic segmentation,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9189f376-b54f-4aef-8af9-5d5cd402b601 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Context enhancing representation for semantic segmentation in remote sensing images,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 282d573a-3364-4e27-bf49-b7b6662640fb · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Deep fusion of localized spectral features and multi-scale spatial features for effective classification of hyperspectral images,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4ead3b1c-2031-4f17-ae8b-bc7a1bbd657a · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Application of hyperspectral imaging systems and artificial intelligence for quality assessment of fruit, vegetables and mushrooms: A review,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d94a38cc-1464-4e1e-96f0-82067363149d · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Ground-based hyperspectral analysis of the urban nightscape,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5b071437-7e90-440b-9bf6-57a63014d31f · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation SegFormer: Simple and efficient design for semantic segmentation with transformers,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9aa00419-b2d3-423f-8d32-ec68e5ab460e · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Multimodal remote sensing benchmark datasets for land cover classification with a shared and specific feature learning model,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 51e95722-0bde-46e4-9cd2-fc0af0fcb8b7 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation A multi-scale progressive collaborative attention network for remote sensing fusion classification,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 30b0d5f8-1c05-4dd7-8e78-14a4b65173b2 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Mitigating modality discrepancies for rgb-t semantic segmentation,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3578c3dc-8a80-4cea-bb54-310001d388fe · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Pixel-level image fusion: A survey of the state of the art,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 23968302-c9f7-4802-b2d6-3d9d591408ed · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Hyperspectral and LiDAR fusion using extinction profiles and total variation component analysis,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation cffaf90b-1683-4dd7-a37e-d9e32ae418c8 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Application of majority voting to pattern recog- nition: An analysis of its behavior and performance,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3ebabd50-d460-46d2-a975-4ff9b4027779 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Extinction profiles: A novel approach for the analysis of remote sensing data,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c0317aec-8a55-4f99-83f6-fc2925e1a174 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Multi-source remotely sensed data fusion for improving land cover classification,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 04142345-e019-411f-9abb-8eca1ef7eaf0 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Fusion of hyperspectral and LiDAR data using sparse and low-rank component analysis,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation cf8e6c3e-98eb-4e5f-9bf6-f2f1c0f5fa69 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Manifold learning: what, how, and why,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f91e837b-ff90-44dc-9657-d85cad8130de · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Hyperspec- tral and multispectral image fusion based on a sparse representation,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ca76a355-e915-4c12-89f6-f24f65a0a40f · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation CMX: Cross-modal fusion for RGB-X semantic segmentation with transform- ers,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6d181c7e-6985-4bc9-9727-e28cad77238b · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Hyperspectral and sar image classification via multiscale interactive fusion network,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 59c76f85-f1f3-4c2f-b11b-c52fc2b13650 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Robust self-ensembling network for hyperspectral image classification,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b2d0bf7a-7ccd-439d-8fdf-259b259876e7 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Deep feature aggregation frame- work driven by graph convolutional network for scene classification in remote sensing,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation fcd659fa-6213-4b51-9a79-af63d9d8694f · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation MGML: Multigranularity multilevel feature ensemble network for remote sensing scene classifica- tion,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 79704a06-9a80-451e-93c7-4a67876a5446 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Escaping the Big Data Paradigm with Compact Transformers
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd54761e-0c59-42a9-b4fe-7397083eb1eb · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Deep fusion of remote sensing data for accurate classification,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation fb4cd88d-c30c-4733-b077-58982535c8c9 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Deep encoder–decoder networks for classification of hyperspectral and LiDAR data,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a15b0a2f-fefd-4023-accb-57204154af58 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Deep residual network- based fusion framework for hyperspectral and LiDAR data,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4b0f0e9c-b359-4fc0-84da-7b0bd3c13e3c · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation More diverse means better: multimodal deep learn- ing meets remote-sensing imagery classification,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f7c640d2-d927-4d1d-8418-289e24f7e587 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Objective evaluation-based efficient learning framework for hyperspectral image classification,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 052f8142-e7ad-4594-8959-96b22813c7c8 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Squeeze-and-excitation networks,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d2ed8e98-fd55-4e1d-a443-fb98713dc153 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Dual attention network for scene segmentation,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4ee9fd7b-95d3-4147-b849-406f6650add2 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Imbalance knowledge-driven multi-modal network for land-cover semantic seg- mentation using aerial images and LiDAR point clouds,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9f5f3d77-4f9c-47b3-a45c-19ff2085383b · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Multimodal attention- aware convolutional neural networks for classification of hyperspectral and LiDAR data,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 33d8402c-f700-4c0a-b36a-f634bbc49e39 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Coupled adversarial learning for fusion classification of hyperspectral and LiDAR data,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c90229e7-c255-466c-a026-782f069c095d · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation FusAtNet: Dual attention based spectrospatial multimodal fusion network for hyperspec- tral and LiDAR classification,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3efe9399-1341-4de4-99f3-c69cc6a65b45 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation A triplet semisupervised deep network for fusion classification of hyperspectral and LiDAR data,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7a878935-08c2-4750-8972-c557e3503083 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Multi-attentive hierarchical dense fusion net for fusion classification of hyperspectral and LiDAR data,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 79b23d9b-b63a-40a9-bd94-50badbc9b805 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Multiscale deep learning network with self-calibrated convolution for hyperspectral and LiDAR data collaborative classification,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 355cde99-1def-40d8-a850-d2faed22903d · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Cross hyperspectral and lidar attention transformer: An extended self-attention for land use and land cover classification,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5d0b0637-9c56-4382-b5cb-323ea1f135c9 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation An image is worth 16x16 words: Transformers for image recognition at scale,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 056f7a27-4020-4334-8649-07074fea753d · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Swin Transformer: Hierarchical vision transformer using shifted windows,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 339ae8bf-ab14-430c-8500-496ea1f6dfff · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Rethinking semantic segmentation from a sequence- to-sequence perspective with transformers,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 95c58d97-267a-4686-8ebe-eea4e84179f9 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Multimodal fusion transformer for remote sensing image classification,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e09c2537-0aee-4fc4-804d-ae20d7d74ad4 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Deep hierarchical vision transformer for hyperspectral and LiDAR data classification,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation cb1fd459-b4e0-492c-90be-bdf933a9bdbb · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Local information interaction transformer for hyperspectral and LiDAR data classification,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3fb7f664-7e2e-4b62-8c52-7482f241f9f9 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Global–local transformer network for HSI and LiDAR data joint classification,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c4b6e92b-dfe7-4d53-bd30-f7a2c46a19ca · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation CoT: Contourlet transformer for hierarchical semantic segmentation,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5531bf7a-f20a-4b8e-99ea-6da03b124546 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Scaling up your kernels to 31×31: Revisiting large kernel design in CNNs,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 87cb7c38-ee8c-44a4-8ace-2fc2cb078736 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e289213a-12c4-4fc2-87df-e4ad963e3bdd · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation InternImage: Exploring large-scale vision foundation models with deformable convolutions,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e0b282a5-ca77-45cc-99ca-018b20660755 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Mamba: Linear-time sequence modeling with selective state spaces,
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41bb1100-b158-4fb0-80ec-479e4e934190 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Deformable ConvNets V2: More deformable, better results,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bc52709a-1eed-4aab-9680-d9dafcb5d1b4 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Efficient Deformable ConvNets: Rethinking Dynamic and Sparse Operator for Vision Applications
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6da4525b-1195-49e6-9c70-9ab10af23cbd · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Advanced multi-sensor optical remote sensing for urban land use and land cover classification: Outcome of the 2018 IEEE GRSS data fusion contest,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b10d911f-0546-4cf5-bdbb-e6f7dac3a5cb · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Joint classification of hyperspectral and LiDAR data using a hierarchical CNN and trans- former,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3c86754c-cd3c-4917-a196-39333faea688 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Deformable convolutional networks,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 54a47033-db6a-4bd7-a4d1-be81b76de3cc · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Vmamba: Visual state space model,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6941db3c-4406-4890-adbb-a2d8d47b5d72 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Layer Normalization
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6237b015-14a9-4c1b-b46f-d2bfeeff668a · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Beyond self-attention: Deformable large kernel attention for medical image segmentation,
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation dad0c1af-f048-44af-b1e1-36588ed64919 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation UNETR++: Delving into efficient and accurate 3D medical image segmentation,
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 201b93d8-c78f-4574-9f8f-1a36c0d982f2 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation Support-vector networks,
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18d649f1-43ae-4f4d-927a-9b492f015779 · outbound
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation A multistage information complementary fusion network based on flexible-mixup for hsi-x image classification,
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
No inbound Pith citation observations are available.