Paper Citation Record · LEDGER

HazyDet: Open-Source Benchmark for Drone-View Object Detection with Depth-Cues in Hazy Scenes

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2409.19833.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2409.19833 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:30:36.256588Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-06-28T22:42:46.688417Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 42eee39b-0710-42d8-bb93-49b445190087 · inbound

Teaching in adverse scenes: a statistically feedback-driven threshold and mask adjustment teacher-student framework for object detection in UAV images under adverse scenes cites this paper.

Teaching in adverse scenes: a statistically feedback-driven threshold and mask adjustment teacher-student framework for object detection in UAV images under adverse scenes HazyDet: Open-Source Benchmark for Drone-View Object Detection with Depth-Cues in Hazy Scenes

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T04:30:36.256588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57990a8f-226f-4e1d-b044-f9fd6c8401b2 · inbound

UAVScenes: A Multi-Modal Dataset for UAVs cites this paper.

UAVScenes: A Multi-Modal Dataset for UAVs HazyDet: Open-Source Benchmark for Drone-View Object Detection with Depth-Cues in Hazy Scenes

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T11:47:49.458929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7eec0baf-45eb-4c15-b448-f34080ee6d63 · inbound

UAV-VL-R1: Generalizing Vision-Language Models via Supervised Fine-Tuning and Multi-Stage GRPO for UAV Visual Reasoning cites this paper.

UAV-VL-R1: Generalizing Vision-Language Models via Supervised Fine-Tuning and Multi-Stage GRPO for UAV Visual Reasoning HazyDet: Open-Source Benchmark for Drone-View Object Detection with Depth-Cues in Hazy Scenes

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-18T22:21:53.271700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 55e2f1f3-2d5c-4d14-b7cc-a9e1ef6991c4 · inbound

FMC-DETR: Frequency-Decoupled Multi-Domain Coordination for Aerial-View Object Detection cites this paper.

FMC-DETR: Frequency-Decoupled Multi-Domain Coordination for Aerial-View Object Detection HazyDet: Open-Source Benchmark for Drone-View Object Detection with Depth-Cues in Hazy Scenes

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:16:24.151999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ce610682-aba4-4047-aef5-a6a4d87aecdc · inbound

Predictive Modeling for High Impact Active Learning Classrooms cites this paper.

Predictive Modeling for High Impact Active Learning Classrooms HazyDet: Open-Source Benchmark for Drone-View Object Detection with Depth-Cues in Hazy Scenes

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-14T21:22:42.734111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24dec3c1-7d14-433d-a09a-39ed426da67e · inbound

Robust Grounding with MLLMs Against Occlusion and Small Objects via Language-Guided Semantic Cues cites this paper.

Robust Grounding with MLLMs Against Occlusion and Small Objects via Language-Guided Semantic Cues HazyDet: Open-Source Benchmark for Drone-View Object Detection with Depth-Cues in Hazy Scenes

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:41:15.210278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 67b79e05-c33a-44b2-8515-37fe20cf5672 · inbound

A Causally Grounded Taxonomy for Image Degradation Robustness Evaluation cites this paper.

A Causally Grounded Taxonomy for Image Degradation Robustness Evaluation HazyDet: Open-Source Benchmark for Drone-View Object Detection with Depth-Cues in Hazy Scenes

Reference 56

Resolution: malformed identifier; arxiv_id, observed 2026-05-20T19:08:54.197389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2a13cc73-0fff-4394-b40b-3d4ad0b21ee4 · inbound

Detect in Any Scene: An Agentic Framework for Object Detection with Experience-Aware Reasoning cites this paper.

Detect in Any Scene: An Agentic Framework for Object Detection with Experience-Aware Reasoning HazyDet: Open-Source Benchmark for Drone-View Object Detection with Depth-Cues in Hazy Scenes

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-06-28T22:42:46.689855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 91ef7702-108f-4894-90a7-2511673a5616 · inbound

FRFDet: Efficient UAV Small Object Detection with Symmetric Sampling and Scalable Fusion cites this paper.

FRFDet: Efficient UAV Small Object Detection with Symmetric Sampling and Scalable Fusion HazyDet: Open-Source Benchmark for Drone-View Object Detection with Depth-Cues in Hazy Scenes

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-11T21:31:04.773453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81d14a81-869e-4786-ab60-64e6b35c13da · inbound

A Task-Driven Evaluation of UAV Detection and Tracking under Synthetic Fog cites this paper.

A Task-Driven Evaluation of UAV Detection and Tracking under Synthetic Fog HazyDet: Open-Source Benchmark for Drone-View Object Detection with Depth-Cues in Hazy Scenes

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-11T14:27:37.519188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.