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Paper Citation Record · LEDGER

Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework

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.

pith.paper-citation-record.v1
2606.18841 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T21:47:08.294939Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

52 of 52 outbound references displayed

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  • verified fuzzy0
  • unresolved51
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3f67448f-fe6d-4350-abb7-41a8f8bc39fd · outbound

This paper cites The social function of intellect,.

Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework The social function of intellect,

Reference 1

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Observation 5cd7ea0d-9482-4e8a-b787-97db9c6d925b · outbound

This paper cites The social brain hypothesis,.

Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework The social brain hypothesis,

Reference 2

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Observation e2eabcac-8e6e-4224-b700-3e0b8a74a65b · outbound

This paper cites Multi-task learning for dense prediction tasks: A survey,.

Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Multi-task learning for dense prediction tasks: A survey,

Reference 3

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Observation a1c82ab3-9434-41c3-9f6e-762281fbe9ad · outbound

This paper cites Gradient surgery for multi-task learning,.

Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Gradient surgery for multi-task learning,

Reference 4

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:05e912f44af0d715779bfae68c7a988b690fef63c9ab3e7fa65d41a0cbcb2a1f

Observation 1b33bb1e-fd2d-479e-b902-d99410f2ca6d · outbound

This paper cites Conflict-averse gradient descent for multi-task learning,.

Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Conflict-averse gradient descent for multi-task learning,

Reference 5

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:f09ff8e0f22a785e74b59cc5a482851c0239243282ce897560947c9dcf2514a4

Observation 7c3845d4-78e9-4a2a-9005-87b5e2dfb58e · outbound

This paper cites Spatial-aware feature aggregation for image based cross-view geo-localization,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:efc9d9eeb1ae44ec8c60035cc64ae96a43bc525abee6eb6e296c3b7dbe6f47d5

Observation 85b260cf-f2c0-4523-a6c9-d90f5df09653 · outbound

This paper cites Vigor: Cross-view image geo-localization beyond one-to-one retrieval,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:f83452d4c89078dcfe57f37ee671f36e88daf59c7a2672b160615370d1a43e57

Observation c2d0879c-4b07-42ed-a912-db81c276e00e · outbound

This paper cites Transgeo: Transformer is all you need for cross-view image geo-localization,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:e1756fb638f6cf3cbc94df2fbf2554102d1d89afc36c6aaf641b38d2f9fa99b1

Observation 6e02dbb5-c30c-4d73-b325-2b1c8c218e06 · outbound

This paper cites Taskprompter: Spatial-channel multi-task prompting for dense scene understanding,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:4e81a0825cf3138c6870ff1eb583e0927aded47c5474a992f8adea338b530d44

Observation 9f39fcbe-c5a7-4973-add9-c26178ecb9e6 · outbound

This paper cites Common ravens, corvus corax, preferentially associate with grey wolves, canis lupus, as a foraging strategy in winter,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:6a2518175bc72057a5ff0323fde76162a870d4e0716a04cb704a76f124cbb8b2

Observation 6d544aa1-588f-4f6d-b924-b9d2b2036ecc · outbound

This paper cites Socialized coevolution: Advancing a better world through cross-task collaboration,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:3bd1affefdf5aa0382b5b910db10e8e8055924d231da83cd3763245a53dc8ccb

Observation 0e0f15b7-ffaa-4474-8974-d26e9092be84 · outbound

This paper cites Cooperative task assignment for aerial-ground detection systems via a novel hybrid genetic method,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:5380cb15ae6a0dd2356f2ec839af62122d94f9a2d698a5328577dc96bcda33b3

Observation 1c35d9e1-45e7-4784-a5ed-297d31be326c · outbound

This paper cites A monocular vision-based localization system of size-uncertain ground targets for uavs,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:eb1f1f8ab0665bed906a72f8866f8543b0ddf5ba212b97a2c4c264422da2d9d8

Observation fe10862d-8d2b-46d8-bd8c-7896a3995b9a · outbound

This paper cites Ag-reid. v2: Bridging aerial and ground views for person re-identification,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:1e5abd9b20250c50ff84806d28c62cdeb4e107baab8b39c7d93e1d1017521f98

Observation c336f34d-3626-48cf-959c-f44ab1615cf4 · outbound

This paper cites Ag-vpreid: A challenging large-scale benchmark for aerial-ground video- based person re-identification,.

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

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Observation 6fe1557a-d7f0-43cf-a531-edb1763fe559 · outbound

This paper cites Detreidx: A stress-test dataset for real-world uav-based person recognition,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:3ad7de0eb324fd7c69eace6c18545c1544dba72362a6ad62112caab9ef49e795

Observation d70a46d2-5527-431f-93e0-22731f0498b5 · outbound

This paper cites Agvot: Visual object tracking via cooperation of aerial and ground views,.

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

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Observation 63d747b8-df0a-4244-8426-e3bc8ca6f53b · outbound

This paper cites Air–ground cooperative multitarget hierarchical tracking method based on aerial fisheye view,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:0f7f5e6278a32b8187baf0c1daf1d852ce1c979e35bcc0d36876be3022b05920

Observation ee6d6880-bf26-4308-83e1-3a55153b6490 · outbound

This paper cites A2visr: An active and adaptive ground–aerial localization system using visual inertial and single-range fusion,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:27d1980db02110d58f1a1b2d84a5f19ef3a0bac3bed8e76cb717728caf997585

Observation 461a174f-5fe5-4e88-8f4e-0d1bdc82761c · outbound

This paper cites Collaborative perception for connected and autonomous driving: Challenges, possible solutions and opportunities,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:9978fac6c7ba0c498d307e21c15d01c5c11738bb06e3984fd2ddbae972ffccd7

Observation a3764c36-b629-4b61-bfd3-118da1a1a91c · outbound

This paper cites Vehicle-road-cloud collaborative perception framework and key technologies: A review,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:c5770712630032cd715cd0e8fe297a687759358600106516955b5cc13d0f1819

Observation 63e3ccc0-3f20-4ca8-90f5-337fba884b99 · outbound

This paper cites Agc-drive: A large-scale dataset for real-world aerial-ground collaboration in driving scenarios,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:101c7606f61797395ffa7d412a98528417c795f39b2c8ed08a2716e32dd3b97d

Observation 04f22c5b-82df-46bd-9de2-6e4439c1cd83 · outbound

This paper cites Coopercept: Cooperative perception for 3d object detection of autonomous vehicles,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:1634aa0a047a702ace5023503c7c4c04a7161f26c2ce20c5d5f84a18241ef7be

Observation 0e41ec78-f5fc-4dad-b0e1-be163d7ba7de · outbound

This paper cites Research challenges and progress in the end-to-end v2x cooperative autonomous driving competition,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:3c0ac5254966d5ec1ce008cd5f2919f8b08a747ea50af59ae1bf8454557bda43

Observation d12612d5-070d-46cd-99ac-4d0ac2c661dd · outbound

This paper cites Di-v2x: Learning domain-invariant representation for vehicle-infrastructure collaborative 3d object detection,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:0d0f6c81f746c4da816349851799c0e9c29400d9d9c79c968a5896c891930797

Observation cf658bbb-feb5-489a-8304-904ab4c8ae1d · outbound

This paper cites Multi-task learning with multi-query transformer for dense prediction,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:ae12075f6435c290d8ac64e3b23554450ad9a31dd2b4b7656906a2a5357f6e2d

Observation ca60ed8d-0adf-46c5-ac26-dc2d7983c726 · outbound

This paper cites Learning category- and instance-aware pixel embedding for fast panoptic segmentation,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:7adc4d915b4c57be4b6ab6f9d3957bc75c2914a545255fda77a1cc93df624270

Observation 03580d95-40b6-4701-802c-1a9ce52381d0 · outbound

This paper cites Mask ssd: An effective single-stage approach to object instance segmentation,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:8adb6852c86f406a3be6d06397a336767e6fc91cd39b59db327ba826c9f62423

Observation c207b7de-25e3-4706-9b15-20b19be2e24d · outbound

This paper cites Mtsam: Multi-task fine- tuning for segment anything model,.

Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Mtsam: Multi-task fine- tuning for segment anything model,

Reference 29

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Observation e429d801-fb1c-4a33-8817-fd8328430bf3 · outbound

This paper cites Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks,.

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

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Observation 9f62f2d2-ca46-48f3-bc39-cf3e2db92661 · outbound

This paper cites Fedhca2: Towards hetero-client federated multi-task learning,.

Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Fedhca2: Towards hetero-client federated multi-task learning,

Reference 31

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Observation 22e0c542-3ea1-45ed-8169-02a235f03836 · outbound

This paper cites One framework to rule them all: Unifying multimodal tasks with llm neural-tuning,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:98b1759be5c71d0dc3f4937890bb058896bafc57f6df4b26f2fa47eaaaf820be

Observation 5654fbfe-e365-4fd2-85d0-bb4f72251592 · outbound

This paper cites Learning multiple tasks with multilinear relationship networks,.

Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Learning multiple tasks with multilinear relationship networks,

Reference 33

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:871266927561a9685e43749554a373895a9369151cfa4d69a09a3c9495ab8358

Observation c2b9040e-f90f-4bbc-939e-68dae882c8f2 · outbound

This paper cites Mtmlnet: Multi-task mutual learning network for infrared small target detection and segmentation,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:f1eb09d818a29d7295615de3f01770c873c7739798445eec8f433137b16a428b

Observation 265d754b-11e4-487b-9521-ce02302223fb · outbound

This paper cites Dense pixel-level interpretation of dynamic scenes with video panoptic segmentation,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:4ac534d5abcf771f84c2e64965d3742e053ffd26ccf00cc6b483d01f234280dc

Observation 3e97f4e1-a45c-421a-bd83-a6ed908239bf · outbound

This paper cites Instance motion tendency learning for video panoptic segmentation,.

Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Instance motion tendency learning for video panoptic segmentation,

Reference 36

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Observation ca3bf3d0-913e-4bbb-bb22-34ec944bd055 · outbound

This paper cites Bdd100k: A diverse driving dataset for heterogeneous multitask learning,.

Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Bdd100k: A diverse driving dataset for heterogeneous multitask learning,

Reference 37

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Observation a69a4446-6702-48e6-8a39-844ce83182db · outbound

This paper cites Dair-v2x: A large-scale dataset for vehicle-infrastructure cooperative 3d object detection,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:636883cfd4a86e2f29a16a78a760b77ab1ecee3ce5d3101ab906fc081d778f38

Observation bd195a72-20ba-439a-8154-1ebb514b5df5 · outbound

This paper cites Multi-query vehicle re-identification: Viewpoint-conditioned network, unified dataset and new metric,.

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

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source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:b83ce1282f0033eae070363abf46e245d416b6f618cb8266b7f4061e9d528194

Observation db7331fb-b441-4e93-8d8b-f079a0cb75b8 · outbound

This paper cites V2x-seq: A large-scale sequential dataset for vehicle-infrastructure cooperative perception and forecasting,.

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

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Observation 201ef5f4-3f6a-4c7e-b826-6a4b6eff5d29 · outbound

This paper cites Griffin: Aerial-ground cooperative detection and tracking dataset and benchmark,.

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

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Observation 67a4c09c-df69-46c5-9a8e-281b1102dddf · outbound

This paper cites Bayes error estimation using parzen and k-nn procedures,.

Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework Bayes error estimation using parzen and k-nn procedures,

Reference 42

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Observation 990e0edd-e488-44a5-8413-4281e0e1d8c3 · outbound

This paper cites Socialized learning: Making each other better through multi-agent collaboration,.

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

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Observation 29c6446f-9973-4dee-8485-83c52791ed03 · outbound

This paper cites Mutual information driven equivariant contrastive learning for 3d action representation learning,.

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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Observation 0054c849-8caa-433c-80cb-d540f5b5c5aa · outbound

This paper cites A novel approach for effective multi-view clustering with information-theoretic perspective,.

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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Observation 4088290a-8ac7-44bf-bada-6895ddcaf06c · outbound

This paper cites INTERN: A New Learning Paradigm Towards General Vision.

Rethinking Air-Ground Collaboration: A Progressive Cross-Task Benchmark and Socialized Learning Framework INTERN: A New Learning Paradigm Towards General Vision

Reference 46

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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.

source=pdf_text observed=2026-06-26T21:47:08.294939Z digest=sha256:0b14bb1158ad24f42f6475f67649d8a38056947e61ee2a59d32b7f35af2e023b

Observation ba4623a4-297b-40c1-8e88-a4c6d342e868 · outbound

This paper cites Tadformer: Task-adaptive dynamic transformer for efficient multi-task learning,.

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

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Observation db928d98-9f10-4b3f-8446-df54de2309a7 · outbound

This paper cites Few- shot incremental multi-modal learning via touch guidance and imaginary vision synthesis,.

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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Observation 9472c949-bbd0-4094-96bb-dbf9a5f83465 · outbound

This paper cites Bidirectional channel- selective semantic interaction for semi-supervised medical segmentation,.

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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Observation fd59dee6-c12f-44d5-9055-7e374e2e1a8d · outbound

This paper cites Decoding with structured awareness: integrating directional, frequency-spatial, and structural attention for medical image segmentation,.

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

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Observation 36aa0bec-4ffb-42fb-95aa-60acf145ceec · outbound

This paper cites Mambaseg: Harnessing mamba for accurate and efficient image-event semantic segmentation,.

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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Observation e34569b3-a5ee-4140-955a-70a42c68d181 · outbound

This paper cites Semc: Structure- enhanced mixture-of-experts contrastive learning for ultrasound standard plane recognition,.

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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Pith citing papers

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