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Paper Citation Record · LEDGER

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents

As of 6 August 2026, this Paper Citation Record lists 96 of 96 outbound references and 0 inbound Pith citation observations for arXiv:2605.04777.

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

pith.paper-citation-record.v1
2605.04777 v1

Coverage vector

measured 96 of 96 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-08T15:45:27.700503Z

measured 96 of 96 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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

96 of 96 outbound references displayed

  • verified exact3
  • verified fuzzy61
  • unresolved5
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch26

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2e6db6f9-1552-4106-b842-003ab0d29b64 · outbound

This paper cites Langley , title =.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Langley , title =

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.391092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 3ff1dba8-eaef-4915-a01f-33c997584b54 · outbound

This paper cites an unresolved cited work.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-05-26T11:07:37.387916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:3dc41bb062f942807f2790167439f17b49b7dd68079192b4776b057e454cb6aa

Observation 2f046eb8-23bb-4ef5-90dc-d55bf55c20da · outbound

This paper cites an unresolved cited work.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Unresolved cited work

Reference 3

Resolution
parse uncertain
raw_fallback, observed 2026-05-26T11:07:37.428480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:997ef803864134e6822ee73f343632d4cb0437009b3d3b4285f487ade566e4d7

Observation 6110f7c3-1016-4130-ba5f-28d76c58d77e · outbound

This paper cites an unresolved cited work.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-05-26T11:07:37.422326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:25667fd19dee512200423871a090a1acfc70e68ada460fdb7be00064251ae00f

Observation 193d193f-ad11-4926-ad11-92252fe923fe · outbound

This paper cites an unresolved cited work.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-05-26T11:07:37.400159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:2ef210316a4639c524b2359941d0ec0e7d33884bda4a2042336ab86cbef781f2

Observation 16f8ba27-4a99-4818-ab40-50d25fcef1c1 · outbound

This paper cites an unresolved cited work.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-05-26T11:07:37.419455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:27235481e2a5179a06dfd59555a77ef701e7306767ac30bdd1a77543a6576eb6

Observation 2ecb7472-4382-41c3-b33d-5c5f6e41b335 · outbound

This paper cites Newell and P.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Newell and P

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.406464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:aad0b151bf474f0c5301130d994f1dc737cf92046021fa699af653ce06c5ef50

Observation 96a66e70-7998-4f80-af98-3ff7496ad428 · outbound

This paper cites an unresolved cited work.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-05-26T11:07:37.403336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:0b030201c5deec830b917b38ea819acfed763b2ec3bddc4e869d5ece4eba8bce

Observation 1efee345-7d39-4289-9472-064531d8d833 · outbound

This paper cites Proceedings of the Computer Vision and Pattern Recognition Conference , pages=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Proceedings of the Computer Vision and Pattern Recognition Conference , pages=

Reference 9

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:93f6c3d47e07e9aa170bdab2f4b30c93559b4b8e230e770ff1af5d7c11a8ac47

Observation a68dd417-6113-4ed9-815b-6ff5218ad1a3 · outbound

This paper cites IEEE Transactions on Geoscience and Remote Sensing , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents IEEE Transactions on Geoscience and Remote Sensing , volume=

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.394020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:2beebf860428d3aedd5f3413ee44f91e9c335e895187fd97c300e85bc6cc6f42

Observation e0fc67d7-307c-4a6d-b00e-674537c3c7c7 · outbound

This paper cites IEEE Transactions on Geoscience and Remote Sensing , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents IEEE Transactions on Geoscience and Remote Sensing , volume=

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.397238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:8ec98cbef3121eda25976197b6132ec61000ea533c4aafdb8f4b87c26993c31a

Observation 14c7fb0f-8dbd-40f2-99d6-ff9e8a052db0 · outbound

This paper cites Nature Machine Intelligence , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Nature Machine Intelligence , volume=

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.411225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:6698e86a8fab89233ec28d4900b88a65fb31f64fb63c8360e4d0db26ae95a47a

Observation 1c1b9180-d7bb-43a0-9f1e-bda69fcdb2a3 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.384216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:89d70976a3607301a4e3cc075e2b26a1e19091cd42629e2aea8ad137cc3278db

Observation c6ffbda6-b691-40d7-861e-8be11d73b4f4 · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.381151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:d788d04ae57f13675fb655ebddbd1039aa402b5c72508a507b3c27d1f573f662

Observation d069a9f7-1e12-471f-a6e3-1b650978661e · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence , year=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents IEEE Transactions on Pattern Analysis and Machine Intelligence , year=

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.425506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:a91d04ea9d276366f386f8c14ff213f19f1e45dc3da9d9b48e7c8b3546826b3b

Observation 65ef648f-f2f3-4eec-a5b5-ba06ef083fa3 · outbound

This paper cites IEEE Transactions on Geoscience and Remote Sensing , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents IEEE Transactions on Geoscience and Remote Sensing , volume=

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.416653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:edceb05c58665b93a6ce99ce90e25ae61a47320ac39a893333f094bf7a078e2d

Observation 1cc854fc-0c9c-4165-86be-3217e2bc4684 · outbound

This paper cites IEEE Transactions on Geoscience and Remote Sensing , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents IEEE Transactions on Geoscience and Remote Sensing , volume=

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.474223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:6e2a4d0f68923aa6c7163a18d25988a70e105e49a8a083865a39b22e3d50a593

Observation 639e73ac-d462-4705-abcf-9c5e571e9651 · outbound

This paper cites Earth-agent: Unlocking the full landscape of earth observation with agents.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Earth-agent: Unlocking the full landscape of earth observation with agents

Reference 18

Resolution
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arxiv_id, observed 2026-05-11T18:31:12.178797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:e79b7d06137ec1cfb59c72e2c1cdecbafbb95639fdb056ea889ddaad0c588b4d

Observation 6ad9d517-ba0a-46ba-948e-556631f897c3 · outbound

This paper cites Advances in neural information processing systems , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Advances in neural information processing systems , volume=

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.574703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:794427ee1cdfd441ea8c542b5d358b488816048c126c2a8e70623f2a52727266

Observation 91dc3b9a-472a-452c-9cb9-5d83006abcf0 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 20

Resolution
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local_arxiv, observed 2026-05-11T18:31:12.203209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:59038cc418dd35622426bba61a94a5a32f70c5074c4b66e35010f967626cb113

Observation 707dcc64-e398-4b9e-b8ce-57180da22e6a · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 21

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T18:31:12.146281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:efeb535c89c41b9fa595b59c264cc4cbcd9b810f47ce2d07946cc2926a423f12

Observation 7c6b3c46-36c3-45ca-b365-c40471fcb142 · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 22

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T18:31:12.170348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:062de23eb89e21c9b2a125e750c1b2a1e89d0d1f7f312f6853952aaa9e2d8f7a

Observation 415dd5f0-9bbf-4f3a-936b-453f2e475af6 · outbound

This paper cites ToolRL: Reward is All Tool Learning Needs.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents ToolRL: Reward is All Tool Learning Needs

Reference 23

Resolution
metadata mismatch
arxiv_id, observed 2026-05-14T00:26:48.594660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:5ad96d70b43b22a0838b76f35cf60193b3a6b20d9033c0e5f28a5a3ad6e21403

Observation 44f06f53-a0ca-43c3-8123-51b0aec401c3 · outbound

This paper cites MPO: Boosting LLM Agents with Meta Plan Optimization.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents MPO: Boosting LLM Agents with Meta Plan Optimization

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-11T18:31:12.156210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:c328126574f59a272be2f33d926c0c2dbe4540f9a977c5dc0516fd4b56323ce9

Observation bd9eb7bb-74d6-4471-9841-5cbc04761c7e · outbound

This paper cites Thinkgeo: Evaluating tool- augmented agents for remote sensing tasks.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Thinkgeo: Evaluating tool- augmented agents for remote sensing tasks

Reference 25

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T18:31:12.185948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:de17d58775e9731dd09938dfae924901cb8dbe5df42bed68cb0a9fea4daf71b9

Observation c49e4b81-c5da-448f-842e-640004e6a108 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.488708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:aaeffe0ab07b8efcc46d1507b71938fe679fa78c292b2f8b797fa58295c465da

Observation a7d407e6-dbd4-4e8d-849d-a74debedc247 · outbound

This paper cites ISPRS Journal of Photogrammetry and Remote Sensing , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents ISPRS Journal of Photogrammetry and Remote Sensing , volume=

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.471589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:bf1127789f91745ba2f4f7be81b11893157f9d0614cc2f5a26d0f5ccf1a40c5a

Observation 3dbc7453-e6ff-4b43-b65e-e80a17bb8400 · outbound

This paper cites European Conference on Computer Vision , pages=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents European Conference on Computer Vision , pages=

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.583333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:8a4c39000e92c1e4a17b551720561a0bdeb87d95a2853b13c0b29dd11cc8a854

Observation a37694b0-3d29-4300-a7be-233a4aa2cf42 · outbound

This paper cites RINGMO-Agent: A unified remote sensing foundation model for multi-platform and multi-modal reasoning.arXiv preprint arXiv:2507.20776.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents RINGMO-Agent: A unified remote sensing foundation model for multi-platform and multi-modal reasoning.arXiv preprint arXiv:2507.20776

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-11T18:31:12.131452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:19f990476de4948be2434b8284eb40d126774b4ffec4616fbdce1be66a7dc7a7

Observation 82ef7a8d-7944-41d3-a245-1b32360b0e4e · outbound

This paper cites SkySenseGPT: A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language Understanding.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents SkySenseGPT: A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language Understanding

Reference 30

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T18:31:12.207277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:3ff760e4270a18f1841bcf4c8e5e886493a18db79c41fdca9b4e8584e7205cdd

Observation acdb8633-11e8-4b3f-8b20-c33cf24b21d3 · outbound

This paper cites The eleventh international conference on learning representations , year=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents The eleventh international conference on learning representations , year=

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.500470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:ad9b0f120ab978f7ac97b337006e0358c31f8f9711634f5010176f5e7056e5b0

Observation e792b8ba-4232-46da-b5d7-41be038a5bc7 · outbound

This paper cites Advances in neural information processing systems , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Advances in neural information processing systems , volume=

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.503519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:176ab511a18cbf43753685fed0cb07f21025966d75270b5d734064dcd3841546

Observation b5836325-e925-4f6d-9341-d0d66c945fc4 · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 33

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T18:31:12.051966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:7c29cd108d76b27feb7c24efd30b78ff9b02762149413af2fbdf4a6c1b69aded

Observation c9433e87-a057-4b7f-af57-05a0f3fe12dd · outbound

This paper cites Advances in neural information processing systems , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Advances in neural information processing systems , volume=

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.557663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:b642af1abe1b27d6030367e23b8d9ed69841dcb8945a9011a46970f2d18062a2

Observation ca896831-054a-42e0-a7f4-d7692d9262e3 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2024 , pages=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Findings of the Association for Computational Linguistics: ACL 2024 , pages=

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.554016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:5962ef5a863f9bd3bf8da16f26f92fa9b972d299bbddd577ec18ec3d3b60db5a

Observation 39ad0045-d60f-42de-a471-993e89e7a1fe · outbound

This paper cites IEEE Transactions on Geoscience and Remote Sensing , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents IEEE Transactions on Geoscience and Remote Sensing , volume=

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.431787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:321bfb8cf24bc88769dc4e1f6354be02ebf591b1b7be03c20352d882c0b9f7ec

Observation 47e4ec89-0623-4e32-a721-8af7452a1863 · outbound

This paper cites IEEE Transactions on Geoscience and Remote Sensing , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents IEEE Transactions on Geoscience and Remote Sensing , volume=

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.483027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:442e1e09a415b3de06f4ec306670e603a956a21296adb51c97d8443b4cdfe537

Observation 6d3c745b-a2b6-409a-a0ba-9164bf28abdc · outbound

This paper cites IEEE Transactions on Geoscience and Remote Sensing , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents IEEE Transactions on Geoscience and Remote Sensing , volume=

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.480023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:0e0e3a6074be96771cf211799db239075d54fd6e3c10b9b0bc5c341db5f89fe4

Observation 0064701a-a71b-4187-8aed-4ba8c30a534a · outbound

This paper cites Proceedings of the IEEE , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Proceedings of the IEEE , volume=

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.577559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:f82c0a0d918f4235ceca1034db61614b5c9abeb70e1100736e8c74485c036efa

Observation dbac269f-be17-4946-ae9c-14a1b2e06064 · outbound

This paper cites 2024 , publisher=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents 2024 , publisher=

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.468615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:eaf9cc286917c31061835726944f9d1821856054f2e82f87a13b8c72e12e7c91

Observation d4138553-7b06-4bb4-a0ef-8a13958fb438 · outbound

This paper cites IGARSS 2019-2019 IEEE international geoscience and remote sensing symposium , pages=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents IGARSS 2019-2019 IEEE international geoscience and remote sensing symposium , pages=

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.580486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:bb117c74a0023a9e9ec0a90c3a6d5d4bb8cd9373ad80f08358201b3d8a85a269

Observation 3568927e-0250-4b03-b329-56dcd856002b · outbound

This paper cites Remote Sensing , VOLUME =.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Remote Sensing , VOLUME =

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.518261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:072242998e0997ae0c13f57faf679f2e7859b7c4a82f973f9eeb8e61037d2463

Observation 90857347-00d2-466b-950b-10bcab2224cd · outbound

This paper cites 2023 , html =.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents 2023 , html =

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.521346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:538781ccf6024bf6d8ca766fb4e39bd7e0cb176119cdda192975b12f1d70d04e

Observation 24402465-fb09-4c75-84f5-61453689053c · outbound

This paper cites 2023 , eprint=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents 2023 , eprint=

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.568874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:6730f538723d9018d99ccdbd8413c684893dddf6e01545712dc41ef89d024977

Observation ef7bf6bb-83e4-447f-84e1-f9efa120622f · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 45

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T18:31:12.073338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:759d768911289138c80127ded2f7c3d290d00d4242936e30b30e39034fdd1887

Observation 97e6607d-9e3e-48db-8b48-001fbc0ee59e · outbound

This paper cites Forty-first International Conference on Machine Learning , year=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Forty-first International Conference on Machine Learning , year=

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.494662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:12a52cf7726d57651de0f627741664c3b7ce12b6b2f2b8fc93a850f3559754a5

Observation 79bb5f30-d9b3-43c0-8b51-970c06657551 · outbound

This paper cites AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls

Reference 47

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T18:31:12.043854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:3a552c64d472d83ae3ebe1374ca8f3a63838537eccbe1c7e3634325cadecf610

Observation b47666e2-dc17-44ad-ab4a-fcb01791f3c8 · outbound

This paper cites OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 48

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T18:31:12.089287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:d6bca90ee94ac5e4db5cb84f72ce9f06bb390ec7251730eaf09ab18c3d5a088b

Observation b9686ed6-a1f8-4461-b4b9-ab358fb43ef3 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Advances in Neural Information Processing Systems , volume=

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.509497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:ed0af6c8b8e59a4163de9c9309f353936d9c3ba39a94c63f6819825179dd7cd9

Observation ab2673fa-471e-4929-8872-7644ab810ae2 · outbound

This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 50

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T18:31:12.104807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:7dd35e4d6aba71f053d2a4ad176372e6cc44eb0f204ba70bb339297d34acbb95

Observation 3a50146e-8aa7-446c-a201-3184df823d00 · outbound

This paper cites arXiv preprint arXiv:2509.05933 , year=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents arXiv preprint arXiv:2509.05933 , year=

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-05-11T18:31:12.020854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:d5685bd9de6cb822a46a066fd23be9af5b7e29d30ef0363b47aff6c256cc67f9

Observation f8488990-9828-44c1-9c58-6ab3d25c4249 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.527880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:02c2c98fd03724205afd13bce82f2697b1c36a51b1797130a2b0e6ae45c4b986

Observation 4122cf84-0923-4052-96e2-1fce1a081879 · outbound

This paper cites ISPRS Journal of Photogrammetry and Remote Sensing , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents ISPRS Journal of Photogrammetry and Remote Sensing , volume=

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.491383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:e649aa732e3f9b89912dae5b69754a645a6868bc41a836cf12e39919d9385d32

Observation 8b847f75-2bd9-4336-9357-b8cdd0409d90 · outbound

This paper cites WebArena: A Realistic Web Environment for Building Autonomous Agents.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents WebArena: A Realistic Web Environment for Building Autonomous Agents

Reference 54

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T18:31:12.078292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:0fe8598fcfef07ebfe16162a2f12f5ea8e5bc1a157c6da1e9339b203fe2c8283

Observation 10d491df-19a9-494a-b8ac-baac8f473dca · outbound

This paper cites VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks

Reference 55

Resolution
metadata mismatch
arxiv_id, observed 2026-05-17T15:20:36.653799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:2d56fb7801607f8a372fc64135eeffdde345b87008bea20fc3de1a0e83d22f56

Observation 39185db2-afa6-41ff-8fd5-7a9869d542ff · outbound

This paper cites 2, 2022-06-27 , author=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents 2, 2022-06-27 , author=

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.497458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:e4866e9cd026dfa8f0790c172cb926679b63e144fe3ede7c2df46e8f04345cb0

Observation 8358325c-2043-4f88-8ade-42c513d36f88 · outbound

This paper cites TOFU: A Task of Fictitious Unlearning for LLMs.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents TOFU: A Task of Fictitious Unlearning for LLMs

Reference 57

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T11:07:39.404904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:07e09679f51072914af89f7e015337237bb021d495a2205b4a881bf1016ace92

Observation c6666c83-7d90-4a98-b02a-e5dbb6fa2cad · outbound

This paper cites IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium , pages=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium , pages=

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.506477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:4f7ff2b727834cc5e8eba581115b4170b1fef41bc1b037b5dbd973dd9de89dfb

Observation 9367c2e3-1847-4ef2-be32-7b7399436114 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.566221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:f44591ef3bf5673e241f0cb8b0c58a4c480fdb83968ef7d58c6a29689d8d11a3

Observation 70b9043a-4f41-462e-9d0e-ea2bf7de8d3e · outbound

This paper cites Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment

Reference 60

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T18:31:12.059164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:df9de879ecb01db86dd8d285e90e9bf26531c0ee7289c1e92791d67fab13027b

Observation dffb5694-b3b1-4576-886d-eaf6f59dac27 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.560887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:70845b50df5efad1f5576e4b1ff4965f7e9922855874c9ea4a3f86b5c438d85b

Observation e5def841-9469-4e2c-bd93-8fd8ebdff6a5 · outbound

This paper cites Evaluating Tool-Augmented Agents in Remote Sensing Platforms.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Evaluating Tool-Augmented Agents in Remote Sensing Platforms

Reference 62

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T18:31:12.098584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:f2097057491bc9b2908e23791a419ef2b75049d5d76c4598ca2fa310d2f832d0

Observation a6bb6823-111d-4b44-9e9e-1bd1ee460c63 · outbound

This paper cites Earth System Science Data Discussions , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Earth System Science Data Discussions , volume=

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.563415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:19996eefdf67f6f9fe4602733a76493982157121ca43d10695d0f80d736cb4db

Observation 876318be-6255-4d46-86a7-c4ac80a0702f · outbound

This paper cites IEEE Transactions on Geoscience and Remote Sensing , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents IEEE Transactions on Geoscience and Remote Sensing , volume=

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.538442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:a62eb123ede47ced5d9c93ea72ac7f3173ccdc52db706885a2e56ec97dd30774

Observation 10158922-d48b-4b1c-83da-64ae39957709 · outbound

This paper cites IEEE Transactions on Geoscience and Remote Sensing , year=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents IEEE Transactions on Geoscience and Remote Sensing , year=

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.524829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:d2678429dee5e72cac0cb81ac7c4c066dafb3a478f1bc8aac1ddc6a1f6e70f8c

Observation 92e7378b-93a4-4fcf-821e-575ebebcf884 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.461825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:e8296ef21b9ee1469dba3601d6645168714b97845c60f46d29fa6b74080cf6dc

Observation 7679ce5e-60a1-4fe1-a2e1-2aaec5dee691 · outbound

This paper cites International conference on machine learning , pages=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents International conference on machine learning , pages=

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.541634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:7d3a16f8b2eeb96e029a5508d361a7f0e732ed0dc9eb74418101be4ad1466f6f

Observation 63c4e5bf-2640-455c-bb60-6d58b17f7ee6 · outbound

This paper cites EVA-CLIP: Improved Training Techniques for CLIP at Scale.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents EVA-CLIP: Improved Training Techniques for CLIP at Scale

Reference 68

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T01:54:22.133331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:8e03d84a513543c498d8e9ece36aca3a8d372763e0d3cb5ab2eae114cbf36766

Observation a1c71fbd-5b82-4ee7-8c62-44c33027e289 · outbound

This paper cites IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , volume=

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.514809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:6397ea617f6ab8c51dc5e975ec974b206b169ee0b7843f0d0ef411d5fe524501

Observation 8ecf00f2-1a25-46fb-bbb3-895fb0a350f8 · outbound

This paper cites IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , volume=

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.464529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:c796eac5311010ef90eba13c824f462c1752982bd6442337b4882d903dcdd0e6

Observation f1d685f9-61f9-45b2-9a8c-c16bdfdb5051 · outbound

This paper cites ISPRS Journal of Photogrammetry and Remote Sensing , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents ISPRS Journal of Photogrammetry and Remote Sensing , volume=

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.458837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:445954ffae6dc71cbe1494269ab86eeab62f55d92f77535b371252cf2cf57640

Observation 7be1d314-399a-42cd-bbca-221accf9ef59 · outbound

This paper cites ISPRS Journal of Photogrammetry and Remote Sensing , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents ISPRS Journal of Photogrammetry and Remote Sensing , volume=

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.477206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:7ab41537885a23659ad06bead894d349aa8db1f9d37381bd7351671cdfabfc56

Observation f6ec363e-ffaa-4570-a14e-76a91bfb9542 · outbound

This paper cites ISPRS Journal of Photogrammetry and Remote Sensing , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents ISPRS Journal of Photogrammetry and Remote Sensing , volume=

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.485925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:f3a1a214e98cbe9b24208dba7ba217268e321b06c82b287f2425ed5cafc6131f

Observation 86cc5611-6330-41e8-b86a-31e9b1f0bf08 · outbound

This paper cites ISPRS Journal of Photogrammetry and Remote Sensing , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents ISPRS Journal of Photogrammetry and Remote Sensing , volume=

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.449880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:f50206cb5dc66f6a6a41e2138c8989d8029351fc5ae4a605c7560b9b08f5ddf3

Observation 55ead35b-7e77-40fb-ad0a-92ee6240fa3b · outbound

This paper cites ISPRS Journal of Photogrammetry and Remote Sensing , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents ISPRS Journal of Photogrammetry and Remote Sensing , volume=

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.435309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:cf8633136e114df24a6b748d827b8b4ab5deffd6c075dc99bf49fcd7c63b595d

Observation 76968305-f04e-4bd1-9b36-d7973b83c2fd · outbound

This paper cites Science China Information Sciences , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Science China Information Sciences , volume=

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.571737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:7771c14a79cbaad9c9344482674635b91ebe8c7050f63fb3a2a7e25bfd93d45b

Observation 0b308a71-3c1a-4866-8833-b20e02c8aca3 · outbound

This paper cites A Generalist Agent.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents A Generalist Agent

Reference 77

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T06:24:50.082909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:f61346400cd891058930fae177deb8bc9ad5cf7178d338e545aa62468af20f20

Observation 8e864e20-9126-4759-8b4c-f43fd9b3614b · outbound

This paper cites Proceedings of the 36th annual acm symposium on user interface software and technology , pages=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Proceedings of the 36th annual acm symposium on user interface software and technology , pages=

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.512155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:7c25a932186d92b7cdd22e5cf113a800b2dd2adc9914d4bc546d79c4a4f03328

Observation 6cb15076-a172-41c9-afcd-486a7d095fcf · outbound

This paper cites Frontiers of Computer Science , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Frontiers of Computer Science , volume=

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.452589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:a11bf88ec11787f1e321c405b1bd1e5c740ab8e2746e28e2796bd1092103f1c5

Observation 722a4d49-1537-4721-813a-6d475e4a5c6f · outbound

This paper cites 4 Athar Sefid, Prasenjit Mitra, and Lee Giles.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents 4 Athar Sefid, Prasenjit Mitra, and Lee Giles

Reference 80

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T18:31:12.003840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:8b310228a053bbc3052a5a571c706eee35c57f677873ab9e4a0c9540ca4bee0c

Observation d67b11a1-9f9d-44ee-bbbd-b819abf939c8 · outbound

This paper cites Tree-GPT: Modular Large Language Model Expert System for Forest Remote Sensing Image Understanding and Interactive Analysis.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Tree-GPT: Modular Large Language Model Expert System for Forest Remote Sensing Image Understanding and Interactive Analysis

Reference 81

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T18:31:11.990645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:5adadcdb6c76c70414472969383f5738e5646e5cfdd0c71d57073ba022097931

Observation cb8392b1-11c3-4fb3-b4e2-01c78af293a2 · outbound

This paper cites IEEE Transactions on Geoscience and Remote Sensing , year=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents IEEE Transactions on Geoscience and Remote Sensing , year=

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.547696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:044716a9d7a1791fca4b6c5996b0bb83fac694b47ac6b134df2ee58af6f57467

Observation 8abfe252-ad57-489b-9887-7d31ae87ea7c · outbound

This paper cites IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium , pages=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium , pages=

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.534637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:629b8a0b889b41c1f12435d247ac1542955fd1e9763149cec2ca973ad62fd076

Observation 6720b8bd-ea8c-4a3a-8572-4bfb607b5c45 · outbound

This paper cites Advances in neural information processing systems , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Advances in neural information processing systems , volume=

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.550952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:83c1a8a2a10f42440e55563815f4bccf08dbabdd637a9ebe3a60971b6bd934cf

Observation 62a99541-b2f8-46fc-8ee2-60208cb7a4df · outbound

This paper cites RS-Agent: Automating Remote Sensing Tasks through Intelligent Agent.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents RS-Agent: Automating Remote Sensing Tasks through Intelligent Agent

Reference 85

Resolution
metadata mismatch
arxiv_id, observed 2026-07-08T02:18:05.035311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:864fcd126e6881cd9769641886b20c754c427102312655220ebf378e4995bce0

Observation 8c298153-929c-44f1-8392-748c7d70f9cb · outbound

This paper cites Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System

Reference 86

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T18:31:12.218507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:2f9e84c8f766d2e31d787b575f2eafbeb04a3c01989782de1e9ac72867470eee

Observation 7da27878-ff2c-481f-b5dc-96c6867f8e73 · outbound

This paper cites On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence

Reference 87

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T18:31:12.122154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:28856b0691045822ff921fd74ec1ee5e673ec5d5ccb8706ff5e3d11dde596c7c

Observation 622a3d62-4127-4eb0-933f-ea38deb8fc08 · outbound

This paper cites International Journal of Geographical Information Science , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents International Journal of Geographical Information Science , volume=

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.544786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:81f948a38a36ac66655f99893c69f734d8c05eeb4e4c7d32fd41509cbb9b91c9

Observation 185de083-4558-4e94-a34e-32b9d35a54ce · outbound

This paper cites PLOS Global Public Health , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents PLOS Global Public Health , volume=

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.531071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:990c00aba50ce4562ece648504c31bc14c893a54af81ee07c8916774a4406d39

Observation 211d7490-d8fc-4c72-80d5-23a3add2b906 · outbound

This paper cites International Journal of Applied Earth Observation and Geoinformation , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents International Journal of Applied Earth Observation and Geoinformation , volume=

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.447421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:89302d467e9cd4ea1007959320b525ccc2c2dbdbf23f8175d43ffe0bca8e0857

Observation 46fb51eb-390d-444b-bc84-7e190e09c994 · outbound

This paper cites Cartography and Geographic Information Science , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Cartography and Geographic Information Science , volume=

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.455974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:1a315c22ebfac3334dbe2cc5fc4b04a579d1374fa7cfcd43129ab0b571652ce8

Observation 1646b9cb-8492-46ee-a41c-a83c386c35bf · outbound

This paper cites ChemCrow: Augmenting large-language models with chemistry tools.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents ChemCrow: Augmenting large-language models with chemistry tools

Reference 92

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T19:05:23.524819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:e9f3a34adc9a609e540932385f99bd308c9a3325459c50646c919b4e29aee905

Observation 798b8805-8baf-4fcf-8eab-e256fe5efa52 · outbound

This paper cites Small LLMs Are Weak Tool Learners: A Multi-LLM Agent.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Small LLMs Are Weak Tool Learners: A Multi-LLM Agent

Reference 93

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T18:31:12.211329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:50949ff3cc618af548ebe3133508cb93d1213a9002a164e3aaa48b34c9e101ef

Observation 564bc9b4-5357-4eb4-a781-0bb13014c647 · outbound

This paper cites 2013 Fourth international conference on computing for geospatial research and application , pages=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents 2013 Fourth international conference on computing for geospatial research and application , pages=

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.440748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:08c4ed90873b67a59f426ff6cf8a26e067f47750925b1f0589a6f092852758f4

Observation 45cff647-e138-446a-adcd-1fad41a4c547 · outbound

This paper cites Annals of GIS , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents Annals of GIS , volume=

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.443086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:dc35049247ec9c63caf0cae4e8b6fe0325f7480a9520853368d0ab6b5f4639ab

Observation a4ff067a-df03-4cd8-977a-764097eb985a · outbound

This paper cites International Journal of Geographical Information Science , volume=.

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents International Journal of Geographical Information Science , volume=

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:07:37.438348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T15:45:27.700503Z digest=sha256:bb321e7fc5d6cf6ec8a2c9a90fda0f0ab08a29a2b9503767ca3adf5e0debbec2

Pith citing papers

No inbound Pith citation observations are available.