Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:17:55.948003Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 0 inbound Pith citation observations for arXiv:2506.02868.
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 2026-08-07T11:17:55.948003Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
72 of 72 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation fba0d00f-12eb-4245-aa28-e155a10ad862 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings A transdisciplinary, comparative analysis reveals key risks from Arctic permafrost thaw,
Reference 1
Source-reported events for the cited work
correction dated 2025-03-26. Source: crossref record 10.1038/s43247-025-02204-5->10.1038/s43247-024-01883-w:correction, observed 2026-07-11T03:06:52.28519+00:00. This notice travels one citation hop only.
Observation 2dc71e60-f0da-485b-aaa2-55e1e11bbf24 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Environmental Impacts from Projected Permafrost Thaw in Alaska: Defining Knowledge Gaps, Data Needs, and Research Priorities,
Reference 2
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Observation f056f6f2-5d2a-43f0-87fc-093fd24734bd · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Unmet Needs of Environmentally Threatened Alaska Native Villages: Assessment and Recommendations,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4aca0aa5-33ac-432c-8405-9818f2e7b846 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings The Arctic has warmed nearly four times faster than the globe since 1979,
Reference 4
Source-reported events for the cited work
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Observation f593abf9-20d8-48a7-9471-93142985796d · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Climate-driven thaw of permafrost preserved glacial landscapes, northwestern Canada,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9e0e77cb-5580-42fe-bff2-ef57dd3317bb · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Increase in Arctic coastal erosion and its sensitivity to warming in the twenty-first century,
Reference 6
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Unavailable: canonical work link unavailable.
Observation b16ae737-29c8-4e59-acb8-b81f6f8113d8 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Impacts of permafrost degradation on infrastructure,
Reference 7
Source-reported events for the cited work
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Observation 7713881d-b764-4eed-bc17-7c06543f21bc · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Permafrost and Climate Change: Carbon Cycle Feedbacks From the Warming Arctic,
Reference 8
Source-reported events for the cited work
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Observation 4f72b99a-eb04-4e64-9520-debecde6456b · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Towards long-term records of rain-on-snow events across the Arctic from satellite data,
Reference 9
Source-reported events for the cited work
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Observation 32d78266-edd3-4d7a-93c9-4f019e826327 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings The capillaries of the Arctic tundra,
Reference 10
Source-reported events for the cited work
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Observation 70b2f688-5b02-4da9-bffb-ede595304055 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings An Optimal GeoAI Workflow for Pan-Arctic Permafrost Feature Detection from High-Resolution Satellite Imagery,
Reference 11
Source-reported events for the cited work
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Observation 2df0d822-9f0b-479c-a58b-775c49893ce1 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Use of commercial satellite imagery to monitor changing arctic polygonal tundra,
Reference 12
Source-reported events for the cited work
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Observation 0875cc9e-0750-458d-b737-317e80eb7501 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings An Object-Based Approach for Mapping Tundra Ice-Wedge Polygon Troughs from Very High Spatial Resolution Optical Satellite Imagery,
Reference 13
Source-reported events for the cited work
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Observation 2e503a86-153f-45ad-a45b-8adfad2a16b6 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Rapid Changes in Retrogressive Thaw Slump Dynamics in the Russian High Arctic Based on Very High-Resolution Remote Sensing,
Reference 14
Source-reported events for the cited work
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Observation efd8c4f1-a918-4f56-a5e9-eff3a49ce4b3 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings A Collaborative and Scalable Geospatial Data Set for Arctic Retrogressive Thaw Slumps with Data Standards,
Reference 15
Source-reported events for the cited work
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Observation a698eb59-f407-4849-bb12-98edeef3c114 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings A multi- objective comparison of CNN architectures in Arctic human-built infrastructure mapping from sub-meter resolution satellite imagery,
Reference 16
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Observation 90759cee-c586-4f7d-ada9-69e886fe9cf8 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Permafrost thaw-related infrastructure damage costs in Alaska are projected to double under medium and high emission scenarios,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3f1e530-6e79-4fba-9a2f-000cc9bfaa4f · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale,
Reference 18
Source-reported events for the cited work
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Observation b5a8420d-bdb4-4f06-8e7a-cbb20e0b53cb · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings PLG-ViT: Vision Transformer with Parallel Local and Global Self-Attention,
Reference 19
Source-reported events for the cited work
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Observation 0b24db86-85eb-4825-b388-2d926641ce4b · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Self-Supervised Vision Transformers for Joint SAR-Optical Representation Learning,
Reference 20
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Observation 801dadf9-6236-4ab2-b036-782978545910 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings SatMAE: pre-training transformers for temporal and multi-spectral satellite imagery,
Reference 21
Source-reported events for the cited work
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Observation 770422cb-a95e-4335-ab84-adf52259c1f2 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Morphological Building/Shadow Index for Building Extraction From High-Resolution Imagery Over Urban Areas,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a1094939-9099-4ba5-9948-f904a867abdf · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings DeepGlobe 2018: A Challenge to Parse the Earth through Satellite Images,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67aa6f6e-668c-450e-b8e2-d946e1c76b20 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70b9609b-9fb8-45c6-b7e5-cd4119dcfae1 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Learning Transferable Visual Models From Natural Language Supervision,
Reference 25
Source-reported events for the cited work
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Observation 6c1f4d8e-dabd-465b-8698-489df2b682bf · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings A systematic review of geospatial location embedding approaches in large language models: A path to spatial AI systems
Reference 26
Source-reported events for the cited work
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Observation 83796325-bb7e-4a1a-b7e5-3db15276bdc4 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery
Reference 27
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Unavailable: canonical work link unavailable.
Observation 115219c8-be8c-43f1-b77e-958232c65dbd · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings A relative evaluation of multiclass image classification by support vector machines,
Reference 28
Source-reported events for the cited work
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Observation e99c84e7-f6a1-4fa5-a3b4-a99734aa20fe · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Spectral–Spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques,
Reference 29
Source-reported events for the cited work
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Observation 8c44ff00-6e9a-4c14-ba57-35f7af9a3548 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Locality-Preserving Dimensionality Reduction and Classification for Hyperspectral Image Analysis,
Reference 30
Source-reported events for the cited work
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Observation cd81a0a3-eb89-40b5-973a-8c21af642162 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Classification of hyperspectral remote sensing images with support vector machines,
Reference 31
Source-reported events for the cited work
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Observation 55f02bed-e568-4053-8c86-fdd781108530 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Support vector machines for classification of hyperspectral data,
Reference 32
Source-reported events for the cited work
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Observation 592122a4-8832-46c4-9b77-ba796f8aedbb · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Support vector machines in remote sensing: A review,
Reference 33
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Observation a3071894-593c-4d73-b16d-c133b12c56e2 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Introduction Neural networks in remote sensing,
Reference 34
Source-reported events for the cited work
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Observation 7b7fd4f4-0bbe-4a03-b33b-5ffcff28c5e0 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings A technique for the selection of kernel- function parameters in RBF neural networks for classification of remote-sensing images,
Reference 35
Source-reported events for the cited work
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Observation fdb957c4-001c-4ac9-ba7e-426adf65edda · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Reducing the Dimensionality of Data with Neural Networks,
Reference 36
Source-reported events for the cited work
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Observation cb4a0dbc-6903-485d-8bbd-5459b20aa07e · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Deep learning in remote sensing applications: A meta-analysis and review,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71e82a17-a214-4520-9771-3a7011e3d615 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Deep Convolutional Neural Networks for Hyperspectral Image Classification,
Reference 38
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Observation 4d95414c-7ecf-4ef7-bb2a-9d9b6704a725 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources,
Reference 39
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Observation 19b697c2-3a64-4f8e-9ffe-224b747378af · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers,
Reference 41
Source-reported events for the cited work
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Observation 05f80e68-016d-4e5f-80da-2eb4b279b5a1 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Semantic texton forests for image categorization and segmentation,
Reference 42
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Unavailable: canonical work link unavailable.
Observation 7ca102e5-c6e8-4917-9f3a-7c884ca02b19 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings U-Net: Convolutional Networks for Biomedical Image Segmentation,
Reference 43
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Unavailable: canonical work link unavailable.
Observation 6e2761d0-1d1b-4372-9cac-60290baba6ae · outbound
Reference 44
Source-reported events for the cited work
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Observation 1ebafa4b-9595-42e1-b662-ba014f1927b4 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings FCOS: Fully Convolutional One-Stage Object Detection,
Reference 45
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Observation e9a6d437-e863-4303-a4d9-7614500cadde · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings CenterMask: Real-Time Anchor-Free Instance Segmentation,
Reference 46
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Observation 3402b2cd-e077-4b93-9c33-1c62fa5c4402 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Masked-Attention Mask Transformer for Universal Image Segmentation,
Reference 47
Source-reported events for the cited work
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Observation 55db46b0-a599-4955-90dd-6c95ab2c0e3c · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Swin Transformer: Hierarchical Vision Transformer using Shifted Windows,
Reference 48
Source-reported events for the cited work
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Observation b254de90-8d46-4dd7-994f-7380475e927d · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation,
Reference 50
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Unavailable: canonical work link unavailable.
Observation f308438e-c45c-4dce-9b50-f261a204af82 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings ImageNet: A large-scale hierarchical image database,
Reference 51
Source-reported events for the cited work
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Observation c4765dd7-3b09-4158-ab9a-d47f67a5b505 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings ImageNet Classification with Deep Convolutional Neural Networks,
Reference 52
Source-reported events for the cited work
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Observation 898ba2c9-989e-402b-beaf-b397cc139a51 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Very Deep Convolutional Networks for Large-Scale Image Recognition
Reference 53
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Observation b1c24b11-3efd-4053-a1ee-322aed6ed0c3 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Deep Residual Learning for Image Recognition,
Reference 54
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Observation 939baaa4-b0fc-45ea-8fdf-94d9ac0e86fc · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Training data-efficient image transformers & distillation through attention,
Reference 55
Source-reported events for the cited work
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Observation 8ab5abb8-4ca3-4a0d-ab6e-e39a49dfe3fa · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Exploring Plain Vision Transformer Backbones for Object Detection
Reference 56
Source-reported events for the cited work
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Observation 9fa4b16c-6cc0-439c-97bd-a1b4ad44c6c8 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings TransUNet: Rethinking the U-Net architecture design for medical image segmentation through the lens of transformers,
Reference 57
Source-reported events for the cited work
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Observation c0079dd7-0583-4ca9-ac91-54e87cd8439d · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Automated Detection of Retrogressive Thaw Slumps in the High Arctic Using High-Resolution Satellite Imagery,
Reference 58
Source-reported events for the cited work
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Observation 6b7f5e51-514e-40d6-8a16-b876189885c5 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Convolutional Neural Networks for Automated Built Infrastructure Detection in the Arctic Using Sub-Meter Spatial Resolution Satellite Imagery,
Reference 59
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Observation a7400643-d3d9-471a-b0e5-79c12b27a3a4 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Hyperparameter Optimization for Large-Scale Remote Sensing Image Analysis Tasks: A Case Study Based on Permafrost Landform Detection Using Deep Learning,
Reference 60
Source-reported events for the cited work
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Observation 54e6d5c9-7d91-48a0-b10c-cdf7778d3563 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Unresolved cited work
Reference 61
Source-reported events for the cited work
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Observation 324cea8e-f005-4eba-8d92-de6abe88f8e3 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Frontera: The Evolution of Leadership Computing at the National Science Foundation,
Reference 62
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Observation ed91c4e3-5bec-4f91-a1ba-c532550acf54 · outbound
Reference 63
Source-reported events for the cited work
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Observation d367423d-5bdd-4bef-a491-5e291b033e60 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Google Cloud Documentation,
Reference 64
Source-reported events for the cited work
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Observation be04df60-45fb-4855-a2a9-df70f8801c2d · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings MIT Press, 2016
Reference 65
Source-reported events for the cited work
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Observation 6f4ce893-b777-49e4-b69e-2917b570eee2 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings A raster version of the Circumpolar Arctic Vegetation Map (CAVM),
Reference 66
Source-reported events for the cited work
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Observation edeb5be3-4d3a-45ac-b272-d1d205f68fa7 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Circum-Arctic map of permafrost and ground-ice conditions,
Reference 67
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Observation e0434417-bddf-4621-a09c-71419252c8a2 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation
Reference 68
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Observation 319728b1-6fd4-4c63-b04a-b34159f03f3b · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Fully convolutional networks for semantic segmentation,
Reference 69
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Observation afa57e04-3c51-4bd0-9eb2-e23a90b7ce70 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Microsoft COCO: Common Objects in Context,
Reference 70
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Observation d6379a4e-9777-473b-b6d1-8932ccc7bd0e · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings He has a PhD in Computer Science
Reference 2006
Source-reported events for the cited work
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Observation fbeaa030-7722-4fda-9a05-fb7cfb5826df · outbound
Reference 2012
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0b737197-a9a1-4f4d-a294-18b9a2f5e742 · outbound
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Her research interests include cyberinfrastructure, geospatial big data, GeoAI, and their applications in data-intensive environmental and social sciences
Reference 2019
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Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Available: https://cloud.google.com/docs
Reference 2025
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