Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-26T21:47:08.294939Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2606.18841.
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 2026-06-26T21:47:08.294939Z
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
52 of 52 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 3f67448f-fe6d-4350-abb7-41a8f8bc39fd · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework The social function of intellect,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5cd7ea0d-9482-4e8a-b787-97db9c6d925b · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework The social brain hypothesis,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2eabcac-8e6e-4224-b700-3e0b8a74a65b · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Multi-task learning for dense prediction tasks: A survey,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1c82ab3-9434-41c3-9f6e-762281fbe9ad · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Gradient surgery for multi-task learning,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b33bb1e-fd2d-479e-b902-d99410f2ca6d · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Conflict-averse gradient descent for multi-task learning,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c3845d4-78e9-4a2a-9005-87b5e2dfb58e · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Spatial-aware feature aggregation for image based cross-view geo-localization,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85b260cf-f2c0-4523-a6c9-d90f5df09653 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Vigor: Cross-view image geo-localization beyond one-to-one retrieval,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2d0879c-4b07-42ed-a912-db81c276e00e · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Transgeo: Transformer is all you need for cross-view image geo-localization,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e02dbb5-c30c-4d73-b325-2b1c8c218e06 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Taskprompter: Spatial-channel multi-task prompting for dense scene understanding,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f39fcbe-c5a7-4973-add9-c26178ecb9e6 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Common ravens, corvus corax, preferentially associate with grey wolves, canis lupus, as a foraging strategy in winter,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d544aa1-588f-4f6d-b924-b9d2b2036ecc · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Socialized coevolution: Advancing a better world through cross-task collaboration,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e0f15b7-ffaa-4474-8974-d26e9092be84 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Cooperative task assignment for aerial-ground detection systems via a novel hybrid genetic method,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c35d9e1-45e7-4784-a5ed-297d31be326c · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework A monocular vision-based localization system of size-uncertain ground targets for uavs,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe10862d-8d2b-46d8-bd8c-7896a3995b9a · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Ag-reid. v2: Bridging aerial and ground views for person re-identification,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c336f34d-3626-48cf-959c-f44ab1615cf4 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Ag-vpreid: A challenging large-scale benchmark for aerial-ground video- based person re-identification,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fe1557a-d7f0-43cf-a531-edb1763fe559 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Detreidx: A stress-test dataset for real-world uav-based person recognition,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d70a46d2-5527-431f-93e0-22731f0498b5 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Agvot: Visual object tracking via cooperation of aerial and ground views,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63d747b8-df0a-4244-8426-e3bc8ca6f53b · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Air–ground cooperative multitarget hierarchical tracking method based on aerial fisheye view,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee6d6880-bf26-4308-83e1-3a55153b6490 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework A2visr: An active and adaptive ground–aerial localization system using visual inertial and single-range fusion,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 461a174f-5fe5-4e88-8f4e-0d1bdc82761c · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Collaborative perception for connected and autonomous driving: Challenges, possible solutions and opportunities,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3764c36-b629-4b61-bfd3-118da1a1a91c · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Vehicle-road-cloud collaborative perception framework and key technologies: A review,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63e3ccc0-3f20-4ca8-90f5-337fba884b99 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Agc-drive: A large-scale dataset for real-world aerial-ground collaboration in driving scenarios,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04f22c5b-82df-46bd-9de2-6e4439c1cd83 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Coopercept: Cooperative perception for 3d object detection of autonomous vehicles,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e41ec78-f5fc-4dad-b0e1-be163d7ba7de · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Research challenges and progress in the end-to-end v2x cooperative autonomous driving competition,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d12612d5-070d-46cd-99ac-4d0ac2c661dd · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Di-v2x: Learning domain-invariant representation for vehicle-infrastructure collaborative 3d object detection,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf658bbb-feb5-489a-8304-904ab4c8ae1d · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Multi-task learning with multi-query transformer for dense prediction,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca60ed8d-0adf-46c5-ac26-dc2d7983c726 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Learning category- and instance-aware pixel embedding for fast panoptic segmentation,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03580d95-40b6-4701-802c-1a9ce52381d0 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Mask ssd: An effective single-stage approach to object instance segmentation,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c207b7de-25e3-4706-9b15-20b19be2e24d · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Mtsam: Multi-task fine- tuning for segment anything model,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e429d801-fb1c-4a33-8817-fd8328430bf3 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f62f2d2-ca46-48f3-bc39-cf3e2db92661 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Fedhca2: Towards hetero-client federated multi-task learning,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22e0c542-3ea1-45ed-8169-02a235f03836 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework One framework to rule them all: Unifying multimodal tasks with llm neural-tuning,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5654fbfe-e365-4fd2-85d0-bb4f72251592 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Learning multiple tasks with multilinear relationship networks,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2b9040e-f90f-4bbc-939e-68dae882c8f2 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Mtmlnet: Multi-task mutual learning network for infrared small target detection and segmentation,
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 265d754b-11e4-487b-9521-ce02302223fb · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Dense pixel-level interpretation of dynamic scenes with video panoptic segmentation,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e97f4e1-a45c-421a-bd83-a6ed908239bf · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Instance motion tendency learning for video panoptic segmentation,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca3bf3d0-913e-4bbb-bb22-34ec944bd055 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Bdd100k: A diverse driving dataset for heterogeneous multitask learning,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a69a4446-6702-48e6-8a39-844ce83182db · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Dair-v2x: A large-scale dataset for vehicle-infrastructure cooperative 3d object detection,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd195a72-20ba-439a-8154-1ebb514b5df5 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Multi-query vehicle re-identification: Viewpoint-conditioned network, unified dataset and new metric,
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db7331fb-b441-4e93-8d8b-f079a0cb75b8 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework V2x-seq: A large-scale sequential dataset for vehicle-infrastructure cooperative perception and forecasting,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 201ef5f4-3f6a-4c7e-b826-6a4b6eff5d29 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Griffin: Aerial-ground cooperative detection and tracking dataset and benchmark,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67a4c09c-df69-46c5-9a8e-281b1102dddf · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Bayes error estimation using parzen and k-nn procedures,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 990e0edd-e488-44a5-8413-4281e0e1d8c3 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Socialized learning: Making each other better through multi-agent collaboration,
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29c6446f-9973-4dee-8485-83c52791ed03 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Mutual information driven equivariant contrastive learning for 3d action representation learning,
Reference 44
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Unavailable: canonical work link unavailable.
Observation 0054c849-8caa-433c-80cb-d540f5b5c5aa · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework A novel approach for effective multi-view clustering with information-theoretic perspective,
Reference 45
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Unavailable: canonical work link unavailable.
Observation 4088290a-8ac7-44bf-bada-6895ddcaf06c · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework INTERN: A New Learning Paradigm Towards General Vision
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 ba4623a4-297b-40c1-8e88-a4c6d342e868 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Tadformer: Task-adaptive dynamic transformer for efficient multi-task learning,
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db928d98-9f10-4b3f-8446-df54de2309a7 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Few- shot incremental multi-modal learning via touch guidance and imaginary vision synthesis,
Reference 48
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Unavailable: canonical work link unavailable.
Observation 9472c949-bbd0-4094-96bb-dbf9a5f83465 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Bidirectional channel- selective semantic interaction for semi-supervised medical segmentation,
Reference 49
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Unavailable: canonical work link unavailable.
Observation fd59dee6-c12f-44d5-9055-7e374e2e1a8d · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Decoding with structured awareness: integrating directional, frequency-spatial, and structural attention for medical image segmentation,
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36aa0bec-4ffb-42fb-95aa-60acf145ceec · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Mambaseg: Harnessing mamba for accurate and efficient image-event semantic segmentation,
Reference 51
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Unavailable: canonical work link unavailable.
Observation e34569b3-a5ee-4140-955a-70a42c68d181 · outbound
Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Semc: Structure- enhanced mixture-of-experts contrastive learning for ultrasound standard plane recognition,
Reference 52
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Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.