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Paper Citation Record · LEDGER

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose?

As of 14 August 2026, this Paper Citation Record lists 100 of 127 outbound references and 0 inbound Pith citation observations for arXiv:2607.20284.

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

pith.paper-citation-record.v1
2607.20284 v1

Coverage vector

measured 100 of 127 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T10:21:04.230183Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

100 of 127 outbound references displayed

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  • verified fuzzy0
  • unresolved100
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

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Outbound references

Observation d4befa17-81b3-4318-b0f1-ec882b807ab1 · outbound

This paper cites An Empirical Study of Remote Sensing Pretraining , year =.

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? An Empirical Study of Remote Sensing Pretraining , year =

Reference 1

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Observation 415a1b66-6f12-40b7-8655-73cd7cb53e03 · outbound

This paper cites an unresolved cited work.

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

Reference 2

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Observation db293224-19c1-489a-8552-be4e728dbf43 · outbound

This paper cites an unresolved cited work.

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

Reference 3

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Observation 2d1259f4-d86a-4f18-a576-4857a860c650 · outbound

This paper cites Liu and Delong Chen and Zhan-Rong Guan and Xiaocong Zhou and Jiale Zhu and Jun Zhou , title =.

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Liu and Delong Chen and Zhan-Rong Guan and Xiaocong Zhou and Jiale Zhu and Jun Zhou , title =

Reference 4

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Observation 55b4b47b-e36e-4d16-b55d-9d37bf524b4e · outbound

This paper cites an unresolved cited work.

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

Reference 5

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Observation 73e4655b-706f-4880-939b-285bbcb964ec · outbound

This paper cites Good at captioning, bad at counting: Benchmarking.

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Good at captioning, bad at counting: Benchmarking

Reference 6

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Observation ff5c14ec-5c39-4d18-a323-49baa60be98f · outbound

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

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? RS-Agent: Automating Remote Sensing Tasks through Intelligent Agent

Reference 7

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Observation f067c93a-a77e-442e-90e7-34a95b284c48 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Observation e563ec00-2cbc-4400-92da-038a871fe479 · outbound

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

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Evaluating Tool-Augmented Agents in Remote Sensing Platforms , year =

Reference 9

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Observation c6a5d733-615d-4e64-a8b1-022abe26ab3a · outbound

This paper cites TinyLLaVA: A Framework of Small-scale Large Multimodal Models.

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? TinyLLaVA: A Framework of Small-scale Large Multimodal Models

Reference 10

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Observation 3fb542d2-b4e6-496c-957a-0276fccc00d1 · outbound

This paper cites an unresolved cited work.

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Observation 9e91cbb4-5b6c-4553-aabe-683b346d9181 · outbound

This paper cites Visual Instruction Tuning , year =.

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Visual Instruction Tuning , year =

Reference 12

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Observation 10385c50-e044-4a04-b4c7-4184192b35b4 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 13

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Observation 659815ca-80ea-4ebb-b6e2-0e4531a9768d · outbound

This paper cites Proceedings of the 30th ACM International conference on Multimedia , pages=.

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Proceedings of the 30th ACM International conference on Multimedia , pages=

Reference 14

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Observation 9f5e8986-aaf2-4e52-840b-5343e6e8344f · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Observation 3468859d-9519-4ab5-9e52-78e35676a822 · outbound

This paper cites 2023 , pages =.

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? 2023 , pages =

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Observation 5df1ebd9-e812-4a56-862c-11c08a51c5f0 · outbound

This paper cites The Llama 3 Herd of Models.

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? The Llama 3 Herd of Models

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Observation 3fc5ca90-6d73-48b4-836e-0d7cbafba409 · outbound

This paper cites mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality.

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality

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Observation c39b880f-3a78-4abe-b47e-a4d9a93df9d7 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Observation ec2b22e3-8785-4401-a5c0-b98de13d12e3 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Observation 0d784999-5035-4375-8506-e8e55fe7f76d · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Observation eb22464a-e1d5-40a2-b790-1e7826bf31fd · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Observation bfeebafc-3298-4522-b84b-cc55166125ef · outbound

This paper cites VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis.

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis

Reference 24

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Observation 0e3723f5-96f6-4416-ae44-d9da62fa1072 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Observation 8232ca97-0c86-4957-8dca-89bd9bfd6f3a · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? 2025 , publisher=

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Observation f04dd88c-8aac-4cbd-8219-f51d3b874bcb · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Observation 9015ada6-7997-4178-b8f4-91ef0f9baea2 · outbound

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

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? SkySenseGPT: A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language Understanding

Reference 29

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? arXiv preprint arXiv:2406.09385 , year =

Reference 30

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Observation 210014b3-c990-4050-8b71-41f38297f8e5 · outbound

This paper cites NExT-Chat: An LMM for Chat, Detection and Segmentation.

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? NExT-Chat: An LMM for Chat, Detection and Segmentation

Reference 31

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Observation 71d918ed-a7da-49b4-81b9-fd074990dde1 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Shikra: Unleashing Multimodal LLM's Referential Dialogue Magic

Reference 32

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Observation 03afd617-681c-4f64-8f18-a2ce57534822 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? InternLM-XComposer: A Vision-Language Large Model for Advanced Text-image Comprehension and Composition

Reference 35

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Observation 590563c2-be83-478f-b467-a2f25ace5a08 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

Reference 36

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Observation baf6c8c4-e185-4874-92b2-f63e1de35cd5 · outbound

This paper cites Cong and Yingjie Hu and Chris Cundy and Ziyuan Li and Rui Zhu and Ni Lao , journal =.

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Cong and Yingjie Hu and Chris Cundy and Ziyuan Li and Rui Zhu and Ni Lao , journal =

Reference 38

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Observation d1028c56-509b-465d-a9d5-67f47b9c2563 · outbound

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Observation e942b209-d8aa-47d7-bfed-883585d52345 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? and Nieusma, Jordan M

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Observation be7b36e4-3dca-4385-9070-e2bf34648841 · outbound

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Observation 3c9085cf-336a-49d2-a6ea-16e86459e089 · outbound

This paper cites 2024 , volume=.

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Observation 3cf05aea-6343-4d61-bd07-dcb34c613adb · outbound

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Observation 47114dda-ffff-4cdb-9ab6-8f15fcc4680d · outbound

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Observation ee5f5c56-7676-48be-be54-7f353920ff0c · outbound

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Observation ec4e106b-76e2-4b7a-be3e-6339ec65f0b6 · outbound

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Observation 488ef5e1-8982-4a66-ac8b-65e806fbd798 · outbound

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Observation d2c54b8a-4d4d-4700-868f-a46b1e4b0a24 · outbound

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Observation 0640aa84-afe2-49ca-93e1-cb615bee2ac3 · outbound

This paper cites 2024 , publisher=.

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Observation d4d56cbc-f18a-45b5-99cf-0f7036383523 · outbound

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Observation bb66fe1f-3c5a-4571-a705-4afacce92ccb · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Observation 3f7e5481-a9d6-4a7f-aa5d-8c1db3d77403 · outbound

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Observation ed24eff0-1277-43d9-a252-57125411c78d · outbound

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Observation 75459db0-8c34-4107-95e1-cdcfa5f7520b · outbound

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Observation a7077a3a-9add-496d-a810-4422af645ef0 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Observation dcdb04e0-3654-422d-854e-5a258c3db7af · outbound

This paper cites National Science Review , volume=.

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Observation e619464e-ad80-4fb0-84f0-30d77353cecb · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Observation 573a8224-bce3-416a-82fa-01e6ff0499e0 · outbound

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Observation 55c13578-a06b-4fbb-ae38-552317bcc875 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? RingMo: A Remote Sensing Foundation Model With Masked Image Modeling , year=

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Observation dcfdb771-0ed5-437c-a0b3-e5475c7a985e · outbound

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Observation e6305349-2501-45fd-89b0-f84ce132e2ac · outbound

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Observation 10dd8db6-719c-4680-a263-2a2ed3d8c992 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Observation 2fe81551-75ff-476d-9f59-6653f921208c · outbound

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Observation a4a1e811-de72-48c9-a009-c16758b5efe4 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Observation 15268ad4-6bdf-4d31-89dd-3faa4c604399 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Observation 724ce1fe-c155-4258-a1c6-8de23a18187b · outbound

This paper cites 2026 , publisher=.

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? 2026 , publisher=

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Observation 8e90db9b-087a-4d0f-bc86-75863240cf16 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? 2025 , volume=

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? 2024 , issn =

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Observation 2b1b9c53-7dba-4988-9585-5658db2c8112 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

Reference 79

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Observation bc0e7a54-db86-4d7c-b4f5-639a67fdab41 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

Reference 80

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Observation acceac88-e9b8-43ac-908b-978c1b2c8f68 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Observation 255a262a-ecd4-41ef-84e4-c91631d93898 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

Reference 82

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Observation 280bceaf-4ceb-4647-836f-fdbec180e6c4 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Observation 58ebe15c-b057-47b8-99d4-b35614c21daf · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Observation 7fd61d53-8ba3-476a-b951-6823c12cd370 · outbound

This paper cites arXiv e-prints , pages=.

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? arXiv e-prints , pages=

Reference 85

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Observation 552bc830-9926-4ccc-8afd-31963bd54c75 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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Observation 848b346a-2def-45ff-a7f4-93017106f0b7 · outbound

This paper cites GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning.

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning

Reference 87

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Observation ce40f3d9-41e9-4d1a-896a-075f2cda077e · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

Reference 88

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Observation 84e3437e-8506-4e00-a369-7a76e019440b · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

Reference 89

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Observation e3dd745f-fc29-4384-908f-e3ed9886c969 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

Reference 90

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source=arxiv_source observed=2026-08-01T10:21:03.427962Z digest=sha256:52a14c87432b812d66eabc0370cfb740e4209bd06a7f7a0bd2729f261ba938a3

Observation 2f65d69d-df7c-47bd-983a-4c107b7cf829 · outbound

This paper cites Language Models are Few-Shot Learners , volume =.

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Language Models are Few-Shot Learners , volume =

Reference 91

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source=arxiv_source observed=2026-08-01T10:21:03.574049Z digest=sha256:4b6fe724b6ab129608021d6aa2168370d1f53dc12f49e73145067ae341973d36

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

Reference 92

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Observation c1d1784c-85f0-472b-a2d1-311f038f627f · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

Reference 93

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source=arxiv_source observed=2026-08-01T10:21:03.737982Z digest=sha256:a4caf60ad13bfab6f02403416094f22bd45add65f393665573cb4664f0ab91c9

Observation 35035b02-27e3-42e7-b52c-11f31e467355 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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source=arxiv_source observed=2026-08-01T10:21:03.812703Z digest=sha256:193511aacb64c980c80dd838a54c8c1b9eed9d757770cedc4053ad0b97fda542

Observation 76d765aa-3df2-4510-b5fd-0db8d4136aa6 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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source=arxiv_source observed=2026-08-01T10:21:03.876220Z digest=sha256:39b6cf1cd0801376ee33c9c3b58f03032ad3bf2da70537103889ea29bf53088e

Observation fc9e2178-2aa6-4e03-b06d-c8b289e183e4 · outbound

This paper cites ICLR Workshop on Machine Learning for Remote Sensing , year=.

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? ICLR Workshop on Machine Learning for Remote Sensing , year=

Reference 96

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source=arxiv_source observed=2026-08-01T10:21:03.922735Z digest=sha256:9dde3336b9c2f95108ad820117c0fd6d29e0986784788b740460ef4514e9c30f

Observation 58b179ac-231c-4660-b065-3068517eff60 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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source=arxiv_source observed=2026-08-01T10:21:03.998589Z digest=sha256:309193412f3b262161815ecd1479c09fa5b5df0b02f2c855e41ac8cb2e229049

Observation 9088e523-11ac-425a-9ae3-a482e165ac90 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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source=arxiv_source observed=2026-08-01T10:21:04.054849Z digest=sha256:b50e927fb27460d735a7e57d7a9b738812e9ecffcdfbb9f3fd673ab151dc63d2

Observation 7318f675-5918-4620-a297-dfad03ff042b · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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source=arxiv_source observed=2026-08-01T10:21:04.153051Z digest=sha256:ab9d1699bf8e98cf0094fa8163c73f8c4e148f112fbe799c3fceb8f562388a66

Observation 85e62464-9458-4db4-b05a-c810feecd6e1 · outbound

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Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose? Unresolved cited work

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source=arxiv_source observed=2026-08-01T10:21:04.230183Z digest=sha256:52745b7b5cc183ae1633593e8d4b678f81f57e170f8a323f0f0b9b15933afcd2

Pith citing papers

No inbound Pith citation observations are available.