Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T00:57:13.222445Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2508.04120.
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 2026-08-06T00:57:13.222445Z
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
65 of 65 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 77e4c71b-78a2-4ae5-89ff-79bea1c3333b · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Multi-class vehicle detection using vdnet in heterogeneous traffic,
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 a5f2a1c5-e8e1-48d9-96d5-08c0c0318e71 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search A review of vehicle detection techniques for intelligent vehicles,
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 86293777-3d39-472c-9a8c-d561f6c9fbcf · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Scale region recognition network for object counting in intelligent transportation system,
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 8fbe0ba8-6292-40ab-a15e-9189c8f4465b · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Nwpu-moc: A benchmark for fine-grained multi-category object counting in aerial images,
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 b75fee5b-fb9f-4128-a997-fcb22288b6fe · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Bevformer: Learning bird’s-eye-view representation from multi-camera images via spatiotemporal transformers,
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 efea91c0-814a-4e69-9b7f-847f67c078fd · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Mutr3d: A multi- camera tracking framework via 3d-to-2d queries,
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 5544eb78-ec15-4ec9-ac74-7265e75d4cd5 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Multimodality adaptive transformer and mutual learning for unsupervised domain adaptation vehicle re-identification,
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 e54d93aa-003e-43c0-8d9b-5175f3a372ca · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search A Comprehensive Survey on Deep-Learning-based Vehicle Re-Identification: Models, Data Sets and Challenges
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 fa194961-c767-45ea-a743-c169f1ad58f8 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Day-night cross-domain vehicle re-identification,
Reference 9
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 d1321cbc-305f-4fc1-9c7b-e3c2575e812e · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Beyond human-level license plate super-resolution with progressive vehicle search and domain priori gan,
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 9e7599fe-a474-4501-af89-38618e0f96ac · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Pvss: A progressive vehicle search system for video surveillance networks,
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 84dfc2eb-2fb9-4a0c-a4d5-b031356ae5a9 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Person search by a bi-directional task-consistent learning model,
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 2b506f3b-cf34-4e65-b276-020ae311342d · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Person search challenges and solutions: A survey,
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 72f0277c-5dc1-494c-ae9b-83660e8c34fd · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Transg: transformer-based skeleton graph pro- totype contrastive learning with structure-trajectory prompted recon- struction for person re-identification,
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 c1570e1a-936a-4d08-ac0d-9f21c1080516 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search A Benchmark of Video-Based Clothes-Changing Person Re-Identification
Reference 15
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 b3adc782-d87d-4874-b298-2d77375fd75e · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Learning transferable visual models from natural language supervision,
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 b3e75e7c-0035-40d2-8787-d431a696675e · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Learning to prompt for vision- language models,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbe27b34-1781-4cff-9dbc-df301aecb3aa · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Ensemblenet: A hybrid approach for vehicle detection and estimation of traffic density based on faster r-cnn and yolo models,
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 d0fef22e-386b-4f42-b72d-ecbea8c1991b · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Robust and scalable vehicle re-identification via self-supervision,
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 046eda77-18f5-4b95-90bc-b81264651b1b · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Influence of avc and hevc compression on detection of vehicles through faster r-cnn,
Reference 20
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 8d39570c-010f-4854-94ff-5ec06b1385ba · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Smart traffic management of vehicles using faster r-cnn based deep learning method,
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 ab42f317-37c6-4f1a-9862-0cb8db617d6d · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Faster r-cnn: Towards real-time object detection with region proposal networks,
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 c23d4ee3-2045-46c5-8e3d-bed96f631a6d · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Yolo-fa: Type-1 fuzzy attention based yolo detector for vehicle detection,
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 886a2f04-fa0d-4582-84d0-405dc86c09e3 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Lvd-yolo: An efficient lightweight vehicle detection model for intelligent transportation systems,
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 c26567ea-e1d9-467a-a7f4-39f0c0934f6f · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search You only look once: Unified, real-time object detection,
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 e16c4558-b771-4354-9be6-31e77004e983 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Ssd: Single shot multibox detector,
Reference 26
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 5ec42d5c-7e47-4754-9ce1-7f9c5679aa78 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Large-scale vehicle re-identification in urban surveillance videos,
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 55d996b4-a3df-48de-9685-b2c8cbd80f4c · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Veri-wild: A large dataset and a new method for vehicle re-identification in the wild,
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 660c0d1b-b769-4deb-afc6-7a043a229665 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Learning coarse- to-fine structured feature embedding for vehicle re-identification,
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 2a224269-b579-448a-8da3-379cf9d3549f · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Global-local discrimi- native representation learning network for viewpoint-aware vehicle re- identification in intelligent transportation,
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 74773ea3-5f76-4a9a-b644-d91fb800088b · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Hetero- geneous context interaction network for vehicle re-identification,
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 2afb7192-eb57-4597-94ac-98621092ea5a · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Relation preserving triplet mining for stabilising the triplet loss in re-identification systems,
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 92e3fab0-d349-4d32-bc5f-c8c3d1c083b5 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Camera-aware differentiated clustering with focal contrastive learning for unsupervised vehicle re- identification,
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 84317f50-feb0-4d6a-9f8f-89ffed4c8df4 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search A shortly and densely connected convolutional neural network for vehicle re- identification,
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 9a720068-1310-4e1f-89c1-68abe1f783ac · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Vehiclenet: Learning robust visual representation for vehicle re-identification,
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 c6e9c83a-2e7e-4443-a840-fa92b572b46f · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Vehicle re-identification based on keypoint segmentation of original image,
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 5f084a48-d610-4031-82c3-bb5cf7e4bd8d · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Git: Graph interactive transformer for vehicle re-identification,
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 527c14fa-0821-48cf-a5da-9ea4ddfa8552 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Weakly supervised contrastive learning for unsupervised vehicle reidentification,
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 2f26efeb-314d-4c28-b5da-a0f3c1803d6b · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search A benchmark for vehicle re-identification in mixed visible and infrared domains,
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 f2c8b5e4-2b86-43d3-bda0-7375fc9e50be · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Attribute-based vehicle search in crowded surveillance videos,
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 0c868741-1083-4149-b323-9b4f8369c98e · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Sbnet: Segmentation-based network for natural language-based vehicle search,
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 0b9d8d6b-4e7e-4213-b66a-6dc691b6a2fa · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Towards effective person search with deep learning: A survey from systematic perspective,
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 2ece48c2-d9f1-4bba-9b63-42ecaaf6f4fe · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Person search in a scene by jointly modeling people commonness and person uniqueness,
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 3cbc43af-75e5-4dc2-847a-231a584f69dd · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Joint detection and identification feature learning for person search,
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 ae511454-1de9-42c4-9932-46cd173d5897 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Person re-identification in the wild,
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.
Observation fa657e1d-4fe7-4a98-b916-41ef37295fb1 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Tcts: A task- consistent two-stage framework for person search,
Reference 46
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 ff18fa69-ff5a-4f3f-a211-a10f0ce3a432 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Norm-aware embedding for efficient person search and tracking,
Reference 47
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 ab1fdd2b-7b1a-4a35-b9f2-413a463a130f · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Bi-directional interaction network for person search,
Reference 48
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 b48b4c75-dc1a-4c62-a894-0d9a7b07d8e0 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Sequential end-to-end network for efficient person search,
Reference 49
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 687bf323-4d0d-41c1-b963-c80c7114af3c · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Joint discriminative representation learning for end-to-end person search,
Reference 50
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 e857fc05-5695-4b79-80b4-ba2b1dcf6e1f · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Cdul: Clip- driven unsupervised learning for multi-label image classification,
Reference 51
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 9e7f4076-c965-48e7-ad6c-7233b650855c · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Ov- track: Open-vocabulary multiple object tracking,
Reference 52
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 418d5ac1-c443-4a3f-ad4b-7d636e57d312 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Zegclip: Towards adapting clip for zero-shot semantic segmentation,
Reference 53
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 efe659ab-b4ca-495c-a8fd-47f14365d6c6 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Clip-reid: exploiting vision-language model for image re-identification without concrete text labels,
Reference 54
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 7f6a0785-5228-4a00-9579-53d5271e84ef · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Unveiling the power of clip in unsupervised visible-infrared person re-identification,
Reference 55
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 d1af4d33-00d2-410e-8c7d-2d0d9fe12cb3 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Attribute and state guided structural embedding network for vehicle re-identification,
Reference 56
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 8450882a-ffda-453c-908f-7b37ac5de76b · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Aivr- net: Attribute-based invariant visual representation learning for vehicle re-identification,
Reference 57
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 593adc5e-ca47-4393-a0db-f00b509cc9a6 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Distilling the Knowledge in a Neural Network
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e95dc25-0d22-4a86-bc84-e8a8e25e9f97 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Deep residual learning for image recognition,
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12e99a3f-f456-4148-8af1-9678d1c112f5 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Msinet: Twins contrastive search of multi-scale interaction for object reid,
Reference 60
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 95f533f9-0168-477c-b47d-b2007efa9aa9 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Strength in diversity: Multi-branch representation learning for vehicle re-identification,
Reference 61
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 2d153c97-42c3-43de-95dc-a5992cfc621e · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Cascade transformers for end-to-end person search,
Reference 62
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 a715fcba-bb64-4add-94c3-5f9b53874927 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Oimnet++: Prototypical normalization and localization-aware learning for person search,
Reference 63
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 58032fe7-5662-4eb4-a485-049478ab1aff · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Cityflow: A city-scale benchmark for multi-target multi-camera vehicle tracking and re-identification,
Reference 64
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 6fd93566-57bc-443f-bec9-f114d4746531 · outbound
CLIPVehicle: A Unified Framework for Vision-based Vehicle Search Synthehicle: Multi-vehicle multi-camera tracking in virtual cities,
Reference 65
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.