Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T23:25:10.376115Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2412.02531.
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 2026-08-11T23:25:10.376115Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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
45 of 45 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 7071abf1-6c2f-486f-9014-4107d615da74 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Deep learning for remote sensing image scene classification: A review and meta-analysis,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 527e1dd8-255b-4880-bccb-718267df7479 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Scene and environment monitoring using aerial imagery and deep learning,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7212442e-d9ac-4b65-abb3-523425eee87a · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Spatial context-aware method for urban land use classification using street view images,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 05b9dae7-3a75-4c1a-8286-27dd85fd1598 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Urban scene understanding based on semantic and socioeconomic features: From high-resolution remote sensing imagery to multi-source geographic datasets,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 28541f4f-d411-41b0-b11e-a7d2d2c02d7e · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks A survey on deep learning-driven remote sensing image scene understanding: Scene classification, scene retrieval and scene-guided object detection,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2410f6e5-b6ba-4c04-ac03-4d9cfec9ad72 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Evaluating the potential of texture and color descriptors for remote sensing image retrieval and classification,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 010b672d-a5bd-4dbf-9510-83834df5fac8 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Indexing of remote sensing images with different resolutions by multiple features,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2a2bf74e-c86c-4c47-86cd-481d6a9a096f · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks High-resolution satellite scene classification using a sparse coding based multiple feature combination,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ba22cb26-5dba-4745-ac5f-ac9a67248489 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Remote sensing image scene classification meets deep learning: Challenges, methods, benchmarks, and opportunities,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49046a35-f649-43e9-8e76-6bfea94693c2 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Scene classification based on multiscale convolutional neural network,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0a0b01d1-c752-4d27-bf41-b941df70e6f3 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Gan-based semisupervised scene classifi- cation of remote sensing image,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e7b264d0-4fd4-4d44-8d17-6190cd718c63 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Scvit: A spatial-channel feature preserving vision transformer for remote sensing image scene classification,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e7619c2e-677c-4029-a957-1d1e4a755059 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Vision transformer with contrastive learning for remote sensing image scene classification,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 17e4a056-52c8-47bd-a3ed-22c767a01698 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Deep learning-a new approach for multi-label scene classification in plan- etscope and sentinel-2 imagery,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 441c68e4-96bc-4e07-911f-356a7cf9cf4b · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks A multi- level label-aware semi-supervised framework for remote sensing scene classification,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a250829-f0c9-41c7-ac3e-bfda466284fc · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks He and Q
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 711cc84a-e56f-4dbd-bfac-3865f06ea4dc · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks A lightweight multi-scale crossmodal text-image retrieval method in remote sensing,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 48b40467-48a4-495b-9d03-6b880c100835 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Multi-label semantic feature fusion for remote sensing image captioning,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 58169b2b-4533-4cab-ac3d-e44861e1151f · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Teaw: Text-aware few-shot remote sensing image scene classification,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4e715f2b-7443-4163-9a93-995601a9a425 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Remoteclip: A vision language foundation model for remote sensing,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbccb5ff-034d-402f-884d-77d00a688a07 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Land-cover classification with high-resolution remote sensing images using transferable deep models,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4f9966a2-fa2b-4011-864c-199deac4b070 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks A dual- model architecture with grouping-attention-fusion for remote sensing scene classification,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation bd3c34a4-8aa0-4bef-9741-1be01d262657 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Scene classification with recurrent attention of vhr remote sensing images,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2dc92c41-72be-498f-8556-d556561b435b · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Classification of remote sensing images using efficientnet-b3 cnn model with attention,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7fb639c1-91dc-49ac-8e32-69e74a0c8722 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Rs-deepsuperlearner: fusion of cnn ensemble for remote sensing scene classification,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f157f96c-6b35-445a-b4c4-d9fb71c36280 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Contextual spatial-channel attention network for remote sensing scene classification,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 78461957-93eb-4f2d-a992-370049753e55 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks A local–global interactive vision trans- former for aerial scene classification,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 753af8c8-49a9-410e-b950-ef4ead80cb6c · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Nir/rgb image fusion for scene classification using deep neural networks,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c746d677-d954-478a-a1d1-2aa7ff562e09 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Mrssc: a benchmark dataset for multimodal remote sensing scene classification,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 63606dcf-7ef1-48ca-96c8-42c6ef88bc77 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks An optical image-aided approach for zero-shot sar image scene classifica- tion,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a1a2c3d8-c511-4dae-a7ec-1a7bdb13eaf7 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Alignment and fusion using distinct sensor data for multimodal aerial scene classification,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a75a814f-958d-4879-9e2a-90e740063b27 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Text2seg: Remote sensing image semantic segmentation via text-guided visual foundation models,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4de625c1-270d-4dbe-b0df-17d64887ab11 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Parameter-efficient transfer learning for remote sensing image-text retrieval,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f7b8332f-69e6-4264-b83f-52d170207ec3 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Interacting- enhancing feature transformer for cross-modal remote-sensing image and text retrieval,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1f16899c-85ef-45dd-a398-b31376b6ccbb · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Few-shot remote sensing image scene classification: Recent advances, new baselines, and future trends,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 18f3fbe3-8b87-4d28-a26f-8ac5abeffb9c · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Few-shot medical image classification with simple shape and texture text descriptors using vision-language models
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c94b1f13-b0d8-48a9-860f-f6d705d5e643 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Vision-language model for generating textual descriptions from clinical images: model development and validation study,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation da38a411-eb5e-4bb6-9795-dbdbf2926c31 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Medical image understanding with pretrained vision language models: A comprehensive study,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 64a15a57-9d45-4872-9e6a-b2d36ecd8e68 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks VLM-CPL: Consensus Pseudo Labels from Vision-Language Models for Annotation-Free Pathological Image Classification
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 42cf6449-0ff5-4167-a4f4-40965193b14d · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Improved zero-shot classification by adapting vlms with text descriptions,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 33fd1be0-9798-49a7-b681-d2b250db52ac · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Exploiting lmm-based knowledge for image classification tasks,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 72d59773-5176-4f51-8408-cf63cff6aafa · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Visual instruction tuning,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 80dc399b-2693-4174-ad2f-2f4381ea9fdf · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a9a74f2-f280-466b-a6cb-68413ec2a2f5 · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Learning transferable visual models from natural language supervision,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f43a904c-1605-4580-8050-66cb49da067f · outbound
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks Segment anything,
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.