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Paper Citation Record · LEDGER

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset

As of 12 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 8 inbound Pith citation observations for arXiv:2411.11360.

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

pith.paper-citation-record.v1
2411.11360 v1

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:41:08.223342Z

measured 71 of 71 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:33:17.633536Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T17:05:51.430203Z

Reference resolution

63 of 63 outbound references displayed

  • verified exact1
  • verified fuzzy25
  • unresolved37
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dbd69cb0-9649-4011-9c93-7789c3c8b4ef · outbound

This paper cites Semantic-CC: Boosting Remote Sensing Image Change Captioning via Foundational Knowledge and Semantic Guidance.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Semantic-CC: Boosting Remote Sensing Image Change Captioning via Foundational Knowledge and Semantic Guidance

Reference 1

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Observation da646458-4b24-4a59-a898-5fd5fbeb969e · outbound

This paper cites Diffusion-RSCC: Diffusion Probabilistic Model for Change Captioning in Remote Sensing Images.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Diffusion-RSCC: Diffusion Probabilistic Model for Change Captioning in Remote Sensing Images

Reference 2

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Observation 656bb4a4-b5fb-4e3c-b0c6-02860c3cac1a · outbound

This paper cites Rscama: Remote sensing image change captioning with state space model,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Rscama: Remote sensing image change captioning with state space model,

Reference 3

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Observation c670c643-9f5f-415d-b541-9e7c96a45a6b · outbound

This paper cites Remote sensing image change captioning with dual-branch transformers: A new method and a large scale dataset,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Remote sensing image change captioning with dual-branch transformers: A new method and a large scale dataset,

Reference 4

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Observation 0dbf5e09-280a-4f9e-933e-b074f072d9b1 · outbound

This paper cites Progressive scale- aware network for remote sensing image change captioning,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Progressive scale- aware network for remote sensing image change captioning,

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation eb2b195c-0094-4049-8c0d-d64da804b8c1 · outbound

This paper cites A decoupling paradigm with prompt learning for remote sensing image change captioning,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset A decoupling paradigm with prompt learning for remote sensing image change captioning,

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 9dab8c2b-66da-4f0a-91be-9a345d6969ea · outbound

This paper cites Single-stream ex- tractor network with contrastive pre-training for remote-sensing change captioning,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Single-stream ex- tractor network with contrastive pre-training for remote-sensing change captioning,

Reference 7

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 3f872874-40fe-4ef9-8729-0803950f2591 · outbound

This paper cites A Lightweight Sparse Focus Transformer for Remote Sensing Image Change Captioning.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset A Lightweight Sparse Focus Transformer for Remote Sensing Image Change Captioning

Reference 8

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Observation e55a2d5c-4044-4e1e-abfa-17cc1c580aae · outbound

This paper cites Pixel-level change detection pseudo-label learning for remote sensing change captioning,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Pixel-level change detection pseudo-label learning for remote sensing change captioning,

Reference 9

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Observation fa0c89c0-129d-4385-89ca-6f5cf013a280 · outbound

This paper cites Segment Anything.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Segment Anything

Reference 10

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Observation a62c4dca-37eb-4e1c-b0ef-1ef1678ce845 · outbound

This paper cites Rsprompter: Learning to prompt for remote sensing instance segmentation based on visual foundation model,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Rsprompter: Learning to prompt for remote sensing instance segmentation based on visual foundation model,

Reference 11

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation c2d07baa-bfda-45bd-9ddd-403d6ef4d9b5 · outbound

This paper cites Rsbuilding: Toward general remote sensing image building extraction and change detection with foundation model,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Rsbuilding: Toward general remote sensing image building extraction and change detection with foundation model,

Reference 12

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Observation a8e32c3f-5b33-4832-a475-32fb55ad2ac5 · outbound

This paper cites Qwen2 Technical Report.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Qwen2 Technical Report

Reference 13

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Observation d4c56c41-c5da-452d-a0cf-a21a32dbe047 · outbound

This paper cites GPT-4 Technical Report.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset GPT-4 Technical Report

Reference 14

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Observation b34d8370-6484-4074-8b34-af738b9e7945 · outbound

This paper cites Learning transferable visual models from natural language supervision,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Learning transferable visual models from natural language supervision,

Reference 15

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Observation abe400af-a57f-4367-8bf7-5fce3ef0fe0f · outbound

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

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 16

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Observation 1d3941b9-2189-40a5-8390-17dba65e4f66 · outbound

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

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 17

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Observation d76b23f9-eaac-4e1d-9335-1b885e5e371e · outbound

This paper cites Visual instruction tuning,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Visual instruction tuning,

Reference 18

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Observation f4bcfffe-82b7-4f59-bb28-28fa87d3a3a6 · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset LLaVA-OneVision: Easy Visual Task Transfer

Reference 19

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Observation 34e18f2b-21e0-44d1-9476-6c47c79fd710 · outbound

This paper cites Llava-next: Improved reasoning, ocr, and world knowledge,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Llava-next: Improved reasoning, ocr, and world knowledge,

Reference 20

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Observation 75586845-0c9e-45ad-8b41-aa01228a39d2 · outbound

This paper cites Viewpoint Integration and Registration with Vision Language Foundation Model for Image Change Understanding.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Viewpoint Integration and Registration with Vision Language Foundation Model for Image Change Understanding

Reference 21

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Observation df7e641b-c560-4f2f-81eb-85933e10dabe · outbound

This paper cites OneDiff: A Generalist Model for Image Difference Captioning.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset OneDiff: A Generalist Model for Image Difference Captioning

Reference 22

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Observation 8362fd34-a7ac-4d4d-ad34-0fbdc98768f4 · outbound

This paper cites Differential- perceptive and retrieval-augmented mllm for change caption- ing,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Differential- perceptive and retrieval-augmented mllm for change caption- ing,

Reference 23

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 71992d24-5120-48b6-98da-739afa2c00e3 · outbound

This paper cites CDChat: A Large Multimodal Model for Remote Sensing Change Description.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset CDChat: A Large Multimodal Model for Remote Sensing Change Description

Reference 24

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Observation 5f74a34a-1f6c-4ffb-b0d8-90d5e4dfd8b1 · outbound

This paper cites ChangeChat: An Interactive Model for Remote Sensing Change Analysis via Multimodal Instruction Tuning.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset ChangeChat: An Interactive Model for Remote Sensing Change Analysis via Multimodal Instruction Tuning

Reference 25

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Observation f173a615-ac8b-4f76-8ed8-e93ff9e19d9e · outbound

This paper cites Enhancing Perception of Key Changes in Remote Sensing Image Change Captioning.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Enhancing Perception of Key Changes in Remote Sensing Image Change Captioning

Reference 26

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Observation 14c0dacf-583c-4547-a596-dacc8b94728d · outbound

This paper cites BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models

Reference 27

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Observation f0aff70e-f410-4d23-a089-2b63fafe692b · outbound

This paper cites Gpt-4 technical report,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Gpt-4 technical report,

Reference 28

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Observation 36573a16-d5a0-4c8a-b581-4fce008a122c · outbound

This paper cites Hello gpt-4o,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Hello gpt-4o,

Reference 29

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 9f2fa6e7-dd8c-4e58-adda-8e44311b63f3 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Gemini: A Family of Highly Capable Multimodal Models

Reference 30

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Observation f8324d53-10b1-47be-bb48-82d1101f6cbd · outbound

This paper cites Claude-3.5,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Claude-3.5,

Reference 31

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation c345f24c-0923-4bbb-b8b9-0501511ca0d6 · outbound

This paper cites Flamingo: a visual language model for few-shot learning,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Flamingo: a visual language model for few-shot learning,

Reference 32

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 5145f011-b232-46f5-9f84-48dbc197e420 · outbound

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

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality

Reference 33

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Observation 15137334-05f5-4b75-9ea3-0ee58d54576e · outbound

This paper cites Otter: A Multi-Modal Model with In-Context Instruction Tuning.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Otter: A Multi-Modal Model with In-Context Instruction Tuning

Reference 34

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source=pdf_text observed=2026-08-12T18:41:08.134431Z digest=sha256:ff2888fa6e2ed436efa794b4f55711f8a4054b791116a8c529c9f2927540c5c0

Observation 572d61f9-5bd5-42ae-aa6d-732604ef6548 · outbound

This paper cites VisionLLM: Large Language Model is also an Open-Ended Decoder for Vision-Centric Tasks.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset VisionLLM: Large Language Model is also an Open-Ended Decoder for Vision-Centric Tasks

Reference 35

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source=pdf_text observed=2026-08-12T18:41:08.137777Z digest=sha256:fe19c6092d7ea9c455ac65320264242dd83e0589121254bb6a1f8b0a0ea2df55

Observation c7669490-3d61-40ba-9ae3-33a8ac003257 · outbound

This paper cites Kosmos-2: Grounding Multimodal Large Language Models to the World.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Kosmos-2: Grounding Multimodal Large Language Models to the World

Reference 36

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source=pdf_text observed=2026-08-12T18:41:08.141311Z digest=sha256:1ef3cc75eab29e8f5ccf9a79a78db8dc2b2f17df99f8eb16b0aa717faf13b49a

Observation 3dfb30a6-7d31-4adf-8091-bd62893314cb · outbound

This paper cites DetGPT: Detect What You Need via Reasoning.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset DetGPT: Detect What You Need via Reasoning

Reference 37

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source=pdf_text observed=2026-08-12T18:41:08.144219Z digest=sha256:26fb9656d67db8b539d65309c7f75fc4b74198597ed9b57464eab5654fd707d5

Observation 393069f0-e87f-440f-9acd-830e33611733 · outbound

This paper cites DeepSeek-VL: Towards Real-World Vision-Language Understanding.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset DeepSeek-VL: Towards Real-World Vision-Language Understanding

Reference 38

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source=pdf_text observed=2026-08-12T18:41:08.147031Z digest=sha256:c01cce8e2a4f398bd83b3b1723f35df65e6be6b8351e5f32ce867135b1f9d0c7

Observation 535d7d43-83cf-4d4a-bf2e-199dbc0d6bbc · outbound

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

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Intern vl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks,

Reference 39

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source=pdf_text observed=2026-08-12T18:41:08.149609Z digest=sha256:b5e3a485cdd732432516767687b2901bfed413dd47f492093ca815b548cee26d

Observation 392b20a5-f3da-41ff-8aad-4738d063753f · outbound

This paper cites How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites

Reference 40

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source=pdf_text observed=2026-08-12T18:41:08.152081Z digest=sha256:6ae6a0db34cc25d53a37abad688cb6555556c328a3fe5a870262a522d013cc74

Observation ebd36767-876b-4fee-af74-78e8be6dfaec · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 41

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no resolver link, observed 2026-08-12T18:41:08.155423Z

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source=pdf_text observed=2026-08-12T18:41:08.155423Z digest=sha256:e18fcb8b97db47de77e1a52d125b3de77c90b860d07442a1077ff7564cc3380c

Observation ec3da82b-7bbc-4af0-8237-0500f7ecf30b · outbound

This paper cites Learning to describe differences between pairs of similar images,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Learning to describe differences between pairs of similar images,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:41:08.675225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:41:08.158639Z digest=sha256:dc98d014d9c370d1ce7ee09ade1906b3ea5b7048c3cf141fd981be78c3ccc0bf

Observation 7b2bb56b-70c5-4135-aa16-d1ef5d4f4408 · outbound

This paper cites Robust change cap- tioning,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Robust change cap- tioning,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:41:08.593742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:41:08.161506Z digest=sha256:7666fad45817479e7402a02455ecb250fe31578cd1581d801e6c8c62e57e82a6

Observation 2dee724a-274b-4c95-963b-1499e5563d7d · outbound

This paper cites Viewpoint- agnostic change captioning with cycle consistency,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Viewpoint- agnostic change captioning with cycle consistency,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:41:08.584426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:41:08.164612Z digest=sha256:24c0e0375a7db2e64c08e683e4d40c03b1e0e1b9e07467985c06fd18eade07c3

Observation dba555bf-c68f-4b08-86a9-8bfb499f0959 · outbound

This paper cites Finding it at another side: A viewpoint-adapted matching encoder for change captioning,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Finding it at another side: A viewpoint-adapted matching encoder for change captioning,

Reference 45

Resolution
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raw_fallback, observed 2026-08-12T18:41:08.576060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:41:08.167572Z digest=sha256:bd497b2d5c98bb632c682c745f51ad2a3b7817e6f9a5704eb07709a01e456c80

Observation d5abe67e-430d-470b-8512-c405d420647e · outbound

This paper cites Image change captioning by learning from an auxiliary task,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Image change captioning by learning from an auxiliary task,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:41:08.567139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:41:08.171217Z digest=sha256:1c4beab7371b404d8fd76a70300f5060026a73c55387fcba2a744b6a719dbdc3

Observation 52d1911e-3008-45ea-a9bf-2e723d2ac4da · outbound

This paper cites Visual dialog for spotting the differences between pairs of similar images,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Visual dialog for spotting the differences between pairs of similar images,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:41:08.558389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:41:08.174118Z digest=sha256:5b1d7594ac4e978249d99ca6fe410583ace5ec69d27a97f7178663ee68616220

Observation 1c5fb16f-7ff7-4fd5-bd7a-98f766e431f5 · outbound

This paper cites Captioning changes in bi-temporal remote sensing images,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Captioning changes in bi-temporal remote sensing images,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:41:08.549179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:41:08.177317Z digest=sha256:7501e1ee69fa79f6d9eec9968fb5116b8fc2c6b890e7c3ac8912b20e1c518aef

Observation f5d9c033-a655-4677-86de-220c915914d6 · outbound

This paper cites Change captioning: A new paradigm for multitemporal remote sensing image analysis,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Change captioning: A new paradigm for multitemporal remote sensing image analysis,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:41:08.540222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:41:08.180174Z digest=sha256:e1d19327b1fa16b3246fd5fe9c0936310a4735a57aaa2ca62204af06b1f694bb

Observation 3b14daeb-6cea-458c-9cd3-393f30a1af38 · outbound

This paper cites Changes to captions: An attentive network for remote sensing change captioning,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Changes to captions: An attentive network for remote sensing change captioning,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:41:08.531601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:41:08.183024Z digest=sha256:ad97cfe287d4f82a62aeed114bfc5b84e008fdb80d6cef417fb2c2b150db2424

Observation deda7f59-1ed5-4642-a313-0957ac477806 · outbound

This paper cites A deeply supervised attention metric-based network and an open aerial image dataset for remote sensing change detection,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset A deeply supervised attention metric-based network and an open aerial image dataset for remote sensing change detection,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:41:08.523684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:41:08.186097Z digest=sha256:02de4724e8c4289383237b28b3f0477e3d07c4be54c1610bbf503c38e57a9704

Observation b92bb9dc-a518-4acc-a888-78e02f59be19 · outbound

This paper cites A spatial-temporal attention-based method and a new dataset for remote sensing image change detection,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset A spatial-temporal attention-based method and a new dataset for remote sensing image change detection,

Reference 52

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:41:08.188992Z digest=sha256:15d1717d283cf30b690625ead62464d770396e13c3e7b44e12e926b9fe4519a9

Observation ebc93120-3691-4497-b30d-57de18f6fcba · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 53

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source=pdf_text observed=2026-08-12T18:41:08.192197Z digest=sha256:b2f0fa24995d9852ad08bec5521b03748aa5900e43de874e1b455bb43b047329

Observation 63f2d8fe-c30e-42d5-9eae-f9009aa1070d · outbound

This paper cites Sigmoid loss for language image pre-training,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Sigmoid loss for language image pre-training,

Reference 54

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no resolver link, observed 2026-08-12T18:41:08.195248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:41:08.195248Z digest=sha256:6b134e3d7d34799a66087ebcd5733606ce8af3ae625a89777cb2b50cbeecc3db

Observation b2eb2781-458f-4b73-941e-869480bffd2b · outbound

This paper cites Robust change captioning,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Robust change captioning,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:41:08.504048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:41:08.198391Z digest=sha256:8765b7ebd72a4c39fa2e3a0f88fc0abeb338dd40dc0fd162f93500d661dc213e

Observation 23ee2355-02cb-4632-84a7-a3d36e87084a · outbound

This paper cites Expressing Visual Relationships via Language.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Expressing Visual Relationships via Language

Reference 56

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unresolved
no resolver link, observed 2026-08-12T18:41:08.201568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:41:08.201568Z digest=sha256:6054ca16677b8e3341504e4dcf680d3bc0bd70dc0d215a81fcede080038dc25d

Observation 5b432928-5ce8-43eb-ae9a-2debe3b80fbb · outbound

This paper cites Learning to Describe Differences Between Pairs of Similar Images.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Learning to Describe Differences Between Pairs of Similar Images

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-12T18:41:08.204829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:41:08.204829Z digest=sha256:1ac1cb1e48fa48b05338064c232ab0ad0eeaced7be7ff303131287449a7315dc

Observation 2896dc81-3d10-4f5c-bfe1-6fbf7f38a16a · outbound

This paper cites The stvchrono dataset: Towards continuous change recognition in time,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset The stvchrono dataset: Towards continuous change recognition in time,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:41:08.495197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:41:08.208297Z digest=sha256:1aac0a7a4e13b7f429fed9c57d14856f5ec983f0bdb4afa8dedbe09826919fc4

Observation d5fbba04-35b3-4b94-84cb-403d3db3f40b · outbound

This paper cites VisMin: Visual Minimal-Change Understanding.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset VisMin: Visual Minimal-Change Understanding

Reference 59

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unresolved
no resolver link, observed 2026-08-12T18:41:08.211564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:41:08.211564Z digest=sha256:b6b2be6f631ea800708efc5500240b5dee56c0ac9f331ec9c5e8e96d1728aef6

Observation 6aef63a4-bb7d-479c-8bb4-83973bcf1ded · outbound

This paper cites ChangeSim: Towards End-to-End Online Scene Change Detection in Industrial Indoor Environments.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset ChangeSim: Towards End-to-End Online Scene Change Detection in Industrial Indoor Environments

Reference 60

Resolution
verified exact
local_arxiv, observed 2026-08-12T18:41:08.251978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:41:08.215245Z digest=sha256:718fcbd7546777a0e66a822c895b83e55275e94440bb067f545e1f0e3abca118

Observation 3374fc4f-cf6d-4d9a-8725-f949a914027a · outbound

This paper cites Semantic change detection with asymmetric siamese networks,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Semantic change detection with asymmetric siamese networks,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:41:08.486661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:41:08.218305Z digest=sha256:b57e3cb056c6a4e7268aca5f7dabd249e69990208b3273c1fab431c49557a568

Observation 970cd30d-3258-49fb-b374-1176837ab23d · outbound

This paper cites Robust change captioning,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Robust change captioning,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:41:08.478786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:41:08.220804Z digest=sha256:7c7aa20db03487d762db494840762ed240855bbfe3c6bab6d1d1ec1d436bf4d3

Observation 1f093cfe-020b-4c1f-9021-cae7e579bb89 · outbound

This paper cites Describing and localizing multiple changes with transformers,.

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset Describing and localizing multiple changes with transformers,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:41:08.470189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:41:08.223342Z digest=sha256:73a2bcde69d1cf7cb46c1d1ac177df5aa3eb75d2e0a6fe159334c86b25b43a63

Pith citing papers

Observation 428486d1-7cdc-4e6d-b465-2edd6a873294 · inbound

Change Captioning in Remote Sensing: Evolution to SAT-Cap -- A Single-Stage Transformer Approach cites this paper.

Change Captioning in Remote Sensing: Evolution to SAT-Cap -- A Single-Stage Transformer Approach CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-10T20:33:17.633536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:33:17.633536Z digest=sha256:174ec9400c359ae36f0869395b74ca08dacdf8d0208b041dbb19a4f32c33ab9a

Observation 75f3e0be-63be-4e91-810c-a6d40836bee1 · inbound

Robust Change Captioning in Remote Sensing: SECOND-CC Dataset and MModalCC Framework cites this paper.

Robust Change Captioning in Remote Sensing: SECOND-CC Dataset and MModalCC Framework CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset

Reference 10

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unresolved
no resolver link, observed 2026-08-10T19:28:15.035643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:28:15.035643Z digest=sha256:51b4eb884e5830cff87e62f3bdf9512e482898d0b170486e5569d1ff1c978ee5

Observation 86feb4bf-979a-47cb-91d8-88aee88924d8 · inbound

Decoding the Delta: Unifying Remote Sensing Change Detection and Understanding with Multimodal Large Language Models cites this paper.

Decoding the Delta: Unifying Remote Sensing Change Detection and Understanding with Multimodal Large Language Models CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-05-10T13:05:25.185602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T13:01:26.436025Z digest=sha256:bec9acf0b62674fda676b50c3fce89f31d93fc9a08187b2b6caea63ee6b5f7f9

Observation 22a273c6-00f1-4364-9448-051f673d039e · inbound

ChangeQuery: Advancing Remote Sensing Change Analysis for Natural and Human-Induced Disasters from Visual Detection to Semantic Understanding cites this paper.

ChangeQuery: Advancing Remote Sensing Change Analysis for Natural and Human-Induced Disasters from Visual Detection to Semantic Understanding CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-05-11T19:06:09.789099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-08T12:41:38.571997Z digest=sha256:4d2638833f9819c2bad9ea950676bf50dc11eed4119a5e7a279f8ada94d01f35

Observation 96782222-4e10-408a-98bf-da1a127958c4 · inbound

HiSem: Hierarchical Semantic Disentangling for Remote Sensing Image Change Captioning cites this paper.

HiSem: Hierarchical Semantic Disentangling for Remote Sensing Image Change Captioning CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset

Reference 68

Resolution
verified exact
arxiv_id, observed 2026-07-01T14:25:46.730109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T21:25:04.295777Z digest=sha256:801cbc121a7f7467c6ef45cf58e167592f6a38a12c92348445a2ec2ae399165b

Observation 911c15f5-6aa9-4475-a53d-beb835544f8c · inbound

RSICCLLM: A Multimodal Large Language Model for Remote Sensing Image Change Captioning cites this paper.

RSICCLLM: A Multimodal Large Language Model for Remote Sensing Image Change Captioning CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset

Reference 54

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T17:05:51.431636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-29T04:09:32.397341Z digest=sha256:6cc18644899ca2a2b11c14a9bf8d97bd875c48a94b05514d275c192d033e5a3d

Observation 7966a489-e5c6-4cc7-ab3d-8f685ac154e4 · inbound

JL1-CC&QA: Extending the JL1-CD Benchmark with Change Captioning and Question Answering cites this paper.

JL1-CC&QA: Extending the JL1-CD Benchmark with Change Captioning and Question Answering CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset

Reference 68

Resolution
verified exact
arxiv_id, observed 2026-07-01T10:35:41.449255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-01T05:25:10.409645Z digest=sha256:dec5fe4231a611fb2de3a945a0b3233c6a2000e4bf9a7d19dc05e8ebc2c48a36

Observation 5f6ea6d7-51dd-491b-ad94-e40368149f4f · inbound

EchoChange: A Diffusion Language Model with Dual Pass Remasking for Factual Remote Sensing Disaster Change Captioning cites this paper.

EchoChange: A Diffusion Language Model with Dual Pass Remasking for Factual Remote Sensing Disaster Change Captioning CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-04T19:35:24.026097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:35:24.026097Z digest=sha256:4730fd37c09c8bf3770ba0e0453a31c7827f8a9fe8994ddbb01cfff383d5f6f2