Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:33:39.664551Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2506.07637.
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 2026-08-07T05:33:39.664551Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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 96476aae-e2f5-46b9-b4dc-5fdde51650c9 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Pollen and spores as proxies for palaeoenvironment reconstruction: A review of sediment-based research
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cc9164b1-e7a9-47ac-924d-48e0c029d164 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Impact of biodiversity loss on pollen allergies: A bibliometric analysis
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fd48cb96-1ec0-4bc7-8e4b-0b1e8489d28d · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Beggs, Darren Wraith, and Janet M
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5dcd5d63-e74f-4687-a936-a5f06c07f665 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Palyno-morphological study of allergenic flora of samarkand, uzbekistan
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 50b2f2e1-214d-4cc3-944f-f13f6e260a84 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bf25b58e-1cae-4941-8ec8-72358e153a71 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition The influence of environmental pollution on the allergenic potential of grass pollen
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2db29cc2-a1e0-4884-923e-4bc83d3482e4 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition García-Orellana, Antonio García-Manso, Horacio M
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 59e73e21-7207-4e7b-8ecf-ab7a31b928c9 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Pollen grain classification using some convolutional neural network architectures
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8080598e-d1a0-476a-b745-b96e5c7651a5 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Deep learning
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 370ac74f-5d7e-4404-ab6f-4bf64cba7967 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b0fbacb8-5f17-49fa-8498-bc6f24c251c8 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Landsmeer, Emile A
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 61e210a0-b524-4867-8996-cfa59f3f2de4 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Unresolved cited work
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3aae3959-ef4d-48e6-8ba0-fc4b4ac29f45 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Víctor Marcos, Gabriel Cristóbal, Tomás Rodríguez, Amelia Gonzalez-Porto, Cristina Pardo, and Oscar Déniz
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation da22e748-5f9f-4b7c-9089-34a51fbc1dea · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition YOLOv12: Attention-centric real-time object detectors, February 2025
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 208d8a40-5385-4d36-b682-d5f85f06918e · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Feature pyramid networks for object detection
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f563bef-82b9-439c-8cb9-5d4349eed149 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Detrs beat yolos on real-time object detection
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9d05d321-1fe2-4277-a993-d8dbd627ff2c · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition End-to-end object detection with transformers
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 84fd71ab-446d-4e0c-b16a-718546b04e13 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Detection and recognition of pollen grains in multilabel microscopic images
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c71b65ec-4266-462b-9f03-73e9cfbb8ed6 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition PollenDetect: An open-source pollen viability status recognition system based on deep learning neural networks
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9d42c2fe-f875-4497-8efa-f5d3c4b2f9c7 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Holistically-Nested Edge Detection
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40c34ccf-e0c5-4647-b84b-56df7e25c197 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition YOLO-CSPOKM: Efficient small object detector via CSP omni-kernel model
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 424abdd0-c2c8-4075-b598-3e6009c9f736 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition CSPNet: A new backbone that can enhance learning capability of CNN, November 2019
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 26099c76-5204-4ef0-b8c4-1c0406d2c535 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Batch normalization: Accelerating deep network training by reducing internal covariate shift
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3479c7d2-fd38-4a08-8265-8c36534548b9 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Venkata Rami Reddy
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f92a55cb-6b5d-42ac-a6c9-8c919ffd13bf · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Weinberger
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 219085b4-5cb6-4979-81ca-e0af4507ef2a · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71c33f86-d1a7-49e4-8f91-424d44004155 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Ultralytics/yolov5: V3
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4ae4ff9f-76d8-4c71-8e94-32ad3055c459 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition A comparative study of YOLOv5 and YOLOv7 object detection algorithms
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9f82ba32-4031-4726-bef2-b90644bce6db · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition A 3x3 isotropic gradient operator for image processing
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a33eda0d-30b2-47ab-b36d-30765b56949e · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition No more strided convolutions or pooling: A new CNN building block for low-resolution images and small objects, August 2022
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1ae36766-74ec-4343-a423-a5d27bfed5e0 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Omni-kernel network for image restoration
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a07b6cdb-6920-4900-ba4d-58459b2aa93d · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Schneider, and Steffen Viken Valvag
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation af59eadd-2098-47a9-a8d2-b0db545c707d · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Scaling up your kernels to 31x31: Revisiting large kernel design in cnns
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5d8f2829-e20b-455a-aec1-485ce25ad084 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Fcanet: Frequency channel attention networks
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5bfb76c1-5145-49cb-88d3-f1dfaa3b8c0b · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Squeeze-and-excitation networks
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 75c90ed8-832c-4072-8427-42b95de904aa · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Global filter networks for image classification
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ca7962bd-42c1-470b-a661-321e96c9a80c · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition POLLEN73S: An image dataset for pollen grains classification
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ddfd9e71-a47c-4555-a0f5-12b83dca1fab · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Combating data incompetence in pollen images detection and classification for pollinosis prevention
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3731b581-831e-4983-8822-d738f02c8b47 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Galan, J
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2ba71bae-b486-4cf4-ab3e-d85f15aefefc · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Monospecific Mediterranean Pollen Images Dataset, June 2023
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 332a74f5-f9c0-4552-8373-830045d8979b · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Automated pollen detection with an affordable technology
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 55c38154-f281-44ae-9c04-c8ac99b414f5 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition YOLOv11: An overview of the key architectural enhancements, October 2024
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bcd712a3-a7e8-4915-a04f-2aa6f150d702 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Detrs with hybrid matching
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 025256d5-9509-4b21-bf26-b38f7b3f357c · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition LAMPS: A layer-wised mixed-precision-and-sparsity accelerator for NAS-optimized CNNs on FPGA
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6476c997-9e02-4f63-92f5-3a515483c6d8 · outbound
HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, and Dhruv Batra
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.