Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:59:10.421046Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2506.12324.
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 2026-08-07T00:59:10.421046Z
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
56 of 56 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 33df2b4a-7118-4e0b-9d08-90c37b73341c · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers YOLOX: Exceeding YOLO Series in 2021
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08b74ccc-1f88-484c-99a0-cc5b9c85909c · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Perception and sensing for autonomous vehicles under adverse weather conditions: A survey,
Reference 2
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 d32571de-8c2d-4f25-b015-07668c9ea4d7 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Learning to remove bad weather: Towards robust visual perception for self-driving,
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 21f1928a-1a61-4e44-bfa5-721d5c5ef239 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Object detection in 20 years: A survey,
Reference 4
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 d2727097-be7b-4854-b3ea-39cdd8733b5e · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Earth- Marker: A visual prompting multi-modal large language model for remote sensing,
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 777bccbb-fed4-42de-9549-4838f4a92d7a · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers EarthGPT: A universal multi-modal large language model for multi-sensor image comprehension in remote sensing domain,
Reference 6
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 2a0fcafb-7c4c-4b03-97db-2556667219ae · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Adamixer: A fast-converging query- based object detector,
Reference 7
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 4012548d-3ae8-4a33-b6ab-4e6125e75866 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Image-adaptive yolo for object detection in adverse weather conditions,
Reference 8
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 05e0fd9d-e9c4-4612-bbbf-cef30ea09aae · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Improving nighttime driving-scene segmentation via dual image-adaptive learnable filters,
Reference 9
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 78be9aae-fe0c-4383-8c06-b61fc7f45fa5 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Gdip: Gated differentiable image processing for object detection in adverse conditions,
Reference 10
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 c301422a-c091-4ff7-9e2e-e97f0eb68e0d · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Detection-driven exposure-correction network for nighttime drone-view object detection,
Reference 11
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 cd3b3bea-3af5-4f03-bc46-50ed3d4e5a2d · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers CPA-Enhancer: Chain-of-Thought Prompted Adaptive Enhancer for Object Detection under Unknown Degradations
Reference 12
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 0f7a058f-c514-4d63-94f3-4f8fe945c5b9 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Unsupervised domain adaptation of object detectors: A survey,
Reference 13
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 9db63f4c-2ebe-4a69-8e9e-a294bb34544d · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Cross-domain object detection for autonomous driving: A stepwise domain adaptative yolo approach,
Reference 14
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 1e5b7bc8-babc-4997-a02f-74788c7d019b · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Togethernet: Bridging image restoration and object detection together via dynamic enhancement learning,
Reference 15
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 7448aa9d-e651-45af-a251-86937ab48a1c · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Dsnet: Joint semantic learning for object detection in inclement weather conditions,
Reference 16
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 19a4f522-8b44-4f1e-9d84-13293302eff8 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Dehazing & reasoning yolo: Prior knowledge-guided network for object detection in foggy weather,
Reference 17
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 6cf4ac70-4be0-4c5e-8e0c-cb4cbedf2528 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Mdd-shipnet: Math-data integrated defogging for fog-occlusion ship detection,
Reference 18
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 abafca12-8d73-4302-ab38-b2066e50ee4c · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Fcanet: Frequency channel attention networks,
Reference 19
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 4f4a6b70-bfb9-447c-b620-c69402a0797d · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Boosting night-time scene parsing with learnable frequency,
Reference 20
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 128c0dcb-50f4-4cde-8438-a38582646318 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Discrete cosine transform,
Reference 21
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 5dfa2135-9afc-44f0-9e4c-3d64710e5d8c · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Libra r-cnn: Towards balanced learning for object detection,
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 33e226a1-a879-49c1-b3f5-3b66295a0751 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Dynamic r-cnn: Towards high quality object detection via dynamic training,
Reference 23
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 bf29aa8d-4043-4339-bb41-59cf64d81c9b · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Selective search for object recognition,
Reference 24
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 b6229fd3-6fe4-4c9b-9d8a-fde227099137 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Ssd: Single shot multibox detector,
Reference 25
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 76971bb9-7b98-4554-8b89-45a5c416983c · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Focal loss for dense object detection,
Reference 26
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 db492352-5cf9-4d1a-8662-ba7710e39d4a · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Objects as Points
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96cf9a42-eb6d-4007-9b09-de11bdc2f7f6 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Yolov7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors,
Reference 28
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 170e4c5b-aa85-4b2b-a93d-59ec5ff0a220 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Yolov9: Learning what you want to learn using programmable gradient information,
Reference 29
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 4d1477a3-252a-49a3-a5bb-800fb68f70b6 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers YOLOv10: Real-Time End-to-End Object Detection
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b8faee5-c432-4fbd-92e0-d091c2acc056 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Spectral unsupervised domain adaptation for visual recognition,
Reference 31
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 b271939b-d349-481c-89bf-f3c05645df21 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Domain adaptive object detection for autonomous driving under foggy weather,
Reference 32
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 b55526e8-efa2-4ab4-8fc5-e3b5e3fe8cdf · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers 2pcnet: Two-phase consistency training for day-to-night unsupervised domain adaptive object detection,
Reference 33
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 85d4893a-a963-4bf0-a986-7b4c255b014a · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers R-yolo: A robust object detector in adverse weather,
Reference 34
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 f3883159-c14e-4bc4-806f-ebf708596128 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Mcnet: Magnitude consistency network for domain adaptive object detection under inclement environments,
Reference 35
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 78b97b1e-cc0b-4410-afb7-d11cee73c40a · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Fsdr: Frequency space domain randomization for domain generalization,
Reference 36
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 5272673d-9dbe-4d8f-b264-4c4d07ab15ee · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Multitask aet with orthogonal tangent regularity for dark object detection,
Reference 37
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 0837527b-0f04-4a30-8437-42d1570ab8eb · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Coderainnet: Collaborative deraining network for drone-view object detection in rainy weather conditions,
Reference 38
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 35ad9b9b-fed7-4825-b085-4a399d43a23f · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers 3d semantic segmentation in the wild: Learning generalized models for adverse-condition point clouds,
Reference 39
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 d132f357-bc07-4124-b798-fdb0f2597192 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Degradation modeling for restoration- enhanced object detection in adverse weather scenes,
Reference 40
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 60e5d803-d21f-407e-bc49-cef34924d2cb · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Categorical reparametrization with gumble-softmax,
Reference 41
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 de953174-a49b-4dcd-8339-66f4c20fc1c6 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Frequency learning attention networks based on deep learning for automatic modulation classification in wireless communication,
Reference 42
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 1722135d-2d45-48d6-a95b-3afbe0909350 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Restornet: An efficient network for multiple degradation image restoration,
Reference 43
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 401cbce7-3db4-4779-8e0f-fd00a2c77561 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers All-in-one image restoration for unknown corruption,
Reference 44
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 4df15f74-2765-48fc-8aac-91882501c513 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Learning multiple adverse weather removal via two-stage knowledge learning and multi-contrastive regularization: Toward a unified model,
Reference 45
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 ea71a6f8-4e94-4a42-a841-0c4bf118d9f5 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Lmqformer: A laplace-prior-guided mask query transformer for lightweight snow removal,
Reference 46
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 f1f365a7-fd53-4831-a184-09fd93867416 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Single image haze removal using dark channel prior,
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c09f6eb-504c-4dac-8496-0f8406cdee47 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Aod-net: All-in-one dehazing network,
Reference 48
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 dd5e0cc4-f0a1-4d82-8296-5edf98fcd04d · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Contrastive learning for compact single image dehazing,
Reference 49
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 7e985409-5250-4e2b-a03c-b2332a8281ec · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Zero-reference deep curve estimation for low-light image enhancement,
Reference 50
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 ad6f6ef0-165a-409d-acf9-706aa48c2c48 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28ebd2a3-1fcd-4c58-a501-e585754cfab1 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers The pascal visual object classes (voc) challenge,
Reference 52
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 6abfbe52-3b19-438a-809c-8c66be56581e · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Removing raindrops and rain streaks in one go,
Reference 53
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 d209cbe8-8d78-42d0-a1ff-32acef11783b · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers All snow removed: Single image desnowing algo- rithm using hierarchical dual-tree complex wavelet representation and contradict channel loss,
Reference 54
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 71b7b88a-c452-406b-860e-dff3030a3f27 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Benchmarking single-image dehazing and beyond,
Reference 55
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 f5eb9d03-cffe-40d2-959c-d8d0bf988d10 · outbound
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Getting to know low-light images with the exclusively dark dataset,
Reference 56
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.
No inbound Pith citation observations are available.