Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T20:53:48.624639Z
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2412.05203.
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 2026-08-11T20:53:48.624639Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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
60 of 60 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 53144272-4308-4163-948a-cb8caa37552a · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Geospatial revolution and remote sensing LiDAR in Mesoamerican archaeology
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3fad52a3-ebc3-4b39-8134-5409bc42a3bc · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Progres- sion and issues in the Mesoamerican geospatial revolution: An introduction
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1e6fae77-1186-407c-9f16-302d8a931447 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Uncovering archaeological landscapes at Angkor using LiDAR
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 80594629-6a62-4504-a2e7-218c481c750d · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Ancient lowland Maya complexity as revealed by airborne laser scanning of northern Guatemala
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 335b79e8-93a2-4875-b76c-d4d2a5431095 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Combined detection and segmentation of archeological structures from LiDAR data using a deep learning approach
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b0f3251c-8728-4b4d-b7cc-cdaae5ee7f7c · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Semantic segmentation (U-Net) of archaeological features in airborne laser scanning—example of the Białowie˙za forest
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6b3f224c-63b4-4665-946c-831813ee92dd · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Ecology in an anthropogenic biosphere
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e4c37b1c-06d0-4220-b869-000ae34cf95e · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era LiDAR as a tool for archaeological research: A case study
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a529075b-6896-4e83-a075-fa1c7cf4ffa9 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era U-Net: Convolutional networks for biomedical image segmentation
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1f9dae2e-4cce-46ce-9986-0b8b74c9e8a0 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era LiDAR applica- tions in archaeology: A systematic review
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 30a103fb-dc11-4fce-a9fb-cf1e6ca86ee9 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Looting hoards of gold and poaching spotted owls: Data confidentiality among archaeologists & zoologists
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9ab0063a-7808-4843-962f-d29d158b5d5d · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Ethics in archaeological lidar
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ae094289-d976-47eb-9a85-f144c8b335f5 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era https://github.com/ickramer/Arran
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 00aa7bca-0cd4-434d-bb80-f0a25740103a · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Johnson, and Chandi Witharana
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation bf6f3900-c9ea-4fb7-9d72-d6db42af3462 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Unveiling Ancient Maya Settlements Using Aerial LiDAR Image Segmentation
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c429101f-84f3-430a-80e4-24478f459091 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Bourgeois
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a20399a5-35ce-4097-b678-e7875cf4bdf4 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Deep learning for archaeological object detection on LiDAR: New evaluation measures and insights
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 597eb6c2-d7e0-45b5-94fd-8d65861e9d9d · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Automated large-scale mapping and analysis of relict charcoal hearths in Connecticut (USA) using a deep learning YOLOv4 framework
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 112507d3-6b41-40a3-ad7c-0ed2a87c8571 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Bringing lunar LiDAR back down to Earth: Mapping our industrial heritage through deep transfer learning
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ce27cc67-8502-4a79-b4e5-7c8c4d6cd2d0 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Carter, Jeff H
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation cba6c1ef-647e-4c0c-82e8-eb47b803236c · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Semantic segmentation of airborne LiDAR data in Maya archaeology
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3932c9b6-e838-46f0-aede-8ee25814761f · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Learning to classify structures in ALS-derived visualizations of ancient Maya settlements with CNN
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 998876cb-1338-41d2-a603-2e8fecbe90e4 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ac000de6-da4e-45b4-bdff-eab8656685cd · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Gradient-based learning applied to document recognition
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5e80af0f-6a33-4922-b411-0cad78917d44 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Rethinking Atrous Convolution for Semantic Image Segmentation
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 345df8fb-0696-42df-be96-7784536c308a · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Spatial pyramid pooling in deep convolutional networks for visual recognition
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 61220cf4-b29b-48d5-91d5-1f8e8147b3f1 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Attention is all you need
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42bfdc42-eea4-4444-b553-a4f507726605 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era An image is worth 16x16 words: Transformers for image recognition at scale
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1726e531-f7cf-412a-b029-69a1ab4d83d9 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Neural plasticity-inspired foundation model for observing the Earth crossing modalities
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0cb593ae-86bb-491a-97a7-4738ef837cec · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Pyramid vision transformer: A versatile backbone for dense prediction without convolutions
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation d22f5574-34ce-4a21-9cd3-3477b57fa8e3 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era SWIN transformer: Hierarchical vision transformer using shifted windows
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 97d3a5b6-48de-4778-98cf-49e2d36712e1 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Twins: Revisiting the design of spatial attention in vision transformers
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation db194863-b508-4da6-bad5-e3e99bd9707e · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era PVTv2: Improved baselines with pyramid vision transformer
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a5c73b73-e2cc-47fa-820a-f858f201dcc6 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Learning transferable visual models from natural language supervision
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0602e81e-43bd-4166-b826-4ff46db1195d · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era LAION-5B: An open large-scale dataset for training next generation image-text models
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 43836ed6-29e5-4e55-ba6d-60960c4f5921 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era DINOv2: Learning robust visual features without supervision
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fe0b80fc-14f9-4897-afd0-5efa49c86431 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Masked autoencoders are scalable vision learners
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ccc9eab5-d5cb-49ca-9968-095a7034b975 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Scale-MAE: A scale- aware masked autoencoder for multiscale geospatial representation learning
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 877fd641-2676-40e7-a597-bce830af35c1 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Airborne laser scanning as a method for exploring long-term socio-ecological dynamics in Cambodia
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5fe6b54d-549d-4d55-bbde-c7fbec33e399 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Terrasolid
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 310a3268-0c38-400c-a842-18a23e401eea · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Automatic extraction of irregular network digital terrain models
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ce617189-8b33-4ac4-8d87-a9237e760b35 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Carte archéologique de la région d’Angkor - Zone Sud
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4f628b54-21ee-4da0-a859-8e90b55e7512 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era hydraulic city
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7c856c71-8cc0-4fe8-b60a-8c6978de9bd8 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era ImageNet large scale visual recognition challenge
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a93da15a-3f98-4bf0-a8c8-483e920b6a2a · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era ImageNet-21K pretraining for the masses
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation d342ddd5-d87f-46bf-a548-81e39d192de6 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era SatlasPretrain: A large-scale dataset for remote sensing image understanding
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation bf7ca90e-9e6b-4645-a089-b0ed2b40fe7b · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 75d14697-d329-4a09-af25-742b7ef718ab · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Discover the mysteries of the Maya: Selected contributions from the machine learning challenge & the discovery challenge workshop at ECML PKDD 2021, 2022
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3c13b703-aeb4-4462-9951-6e008928ca2b · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Davis and Julius Lundin
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 92a0ef02-dbc1-4955-9445-8698fcc35adf · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Orengo, Felipe Lumbreras, Miguel Carrero-Pazos, João Fonte, and Benito Vilas-Estévez
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f2aaff69-48e0-4acc-975c-fcad8755d95a · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Detecting archaeological features with airborne laser scanning in the alpine tundra of Sápmi, northern Finland
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e5e060d1-5bd2-4f4f-9813-bfe1e3a62fdf · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Richards-Rissetto, D
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3a359535-e26a-4804-aef0-6bf7b9154117 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Unresolved cited work
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6534444e-3aa2-4745-bd1b-17825a6e3799 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era LoRa: Low-rank adaptation of large language models
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation aaf3b8a6-e17b-43ff-9cfb-2a483f28c5f6 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era org/docs/stable/generated/torch.optim
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 96ae83a2-8ebf-4a7e-9e0b-3c81b090337b · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Unresolved cited work
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e15136d2-6b86-49ae-807d-f552f7919cca · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era for benchmarks)
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation af3ba245-b68b-4c89-b175-377ffd9efdfc · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era (a) If your work uses existing assets, did you cite the creators? [Yes] (b) Did you mention the license of the assets? [N/A] The code licenses are given on the linked websites
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6d7cca99-81d0-41ac-b59d-dd87987e8842 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era DATASET”) available for research and educational purposes to individuals or entities (
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 906d5d51-2004-43a0-af45-7d27196d4366 · outbound
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era raw” data saved in addition to the preprocessed/cleaned/labeled data (e.g., to support unanticipated future uses)? If so, please provide a link or other access point to the “raw
Reference 2024
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
No inbound Pith citation observations are available.