Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing | Paper Citation Record

Observation c11bfa9e-2aa5-4ea6-975d-4cb1758b7ac5 · outbound

This paper cites Geollava-8k: Scaling remote-sensing multimodal large language models to 8k resolution.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Geollava-8k: Scaling remote-sensing multimodal large language models to 8k resolution

Reference 1

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Observation 52b5e044-50a9-4d0c-b289-e25af79c9551 · outbound

This paper cites XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery?.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery?

Reference 2

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This paper cites A benchmark for ultra-high-resolution remote sensing mllms.arXiv preprint arXiv:2512.17319, 2025.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing A benchmark for ultra-high-resolution remote sensing mllms.arXiv preprint arXiv:2512.17319, 2025

Reference 3

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Observation 1f60195a-2db3-4a4c-bf89-603f0b4f4429 · outbound

This paper cites Geochat: Grounded large vision-language model for remote sensing.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Geochat: Grounded large vision-language model for remote sensing

Reference 4

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Observation 2f6ca9cc-3a94-4c7b-8b69-ad244cf260e6 · outbound

This paper cites Earthgpt: A universal multi-modal large language model for multi-sensor image comprehension in remote sensing domain.IEEE Transactions on Geoscience and Remote Sensing, 2024.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Earthgpt: A universal multi-modal large language model for multi-sensor image comprehension in remote sensing domain.IEEE Transactions on Geoscience and Remote Sensing, 2024

Reference 5

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This paper cites Rsgpt: A remote sensing vision language model and benchmark.ISPRS Journal of Photogrammetry and Remote Sensing, 224:272–286, 2025.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Rsgpt: A remote sensing vision language model and benchmark.ISPRS Journal of Photogrammetry and Remote Sensing, 224:272–286, 2025

Reference 6

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Observation 09b689b6-fee9-451c-8730-1b2f1e95c2aa · outbound

This paper cites Skyeyegpt: Unifying remote sensing vision- language tasks via instruction tuning with large language model.ISPRS Journal of Photogram- metry and Remote Sensing, 221:64–77, 2025.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Skyeyegpt: Unifying remote sensing vision- language tasks via instruction tuning with large language model.ISPRS Journal of Photogram- metry and Remote Sensing, 221:64–77, 2025

Reference 7

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Observation e8b1fcf9-a2d4-49f6-847d-d4841751cd23 · outbound

This paper cites When Large Vision-Language Model Meets Large Remote Sensing Imagery: Coarse-to-Fine Text-Guided Token Pruning.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing When Large Vision-Language Model Meets Large Remote Sensing Imagery: Coarse-to-Fine Text-Guided Token Pruning

Reference 8

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Observation ece5afc0-163a-4312-8ea0-0ee64030683d · outbound

This paper cites DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning

Reference 9

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Observation 18bd7123-58d7-4a9a-a111-c29594e4941d · outbound

This paper cites DeepEyesV2: Toward Agentic Multimodal Model.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing DeepEyesV2: Toward Agentic Multimodal Model

Reference 10

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Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Unresolved cited work

Reference 11

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Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Unresolved cited work

Reference 12

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Observation 08aba2c1-45c0-46a2-a252-526c7ffe7386 · outbound

This paper cites Zoomearth: Active perception for ultra-high-resolution geospatial vision-language tasks.arXiv preprint arXiv:2511.12267, 2025.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Zoomearth: Active perception for ultra-high-resolution geospatial vision-language tasks.arXiv preprint arXiv:2511.12267, 2025

Reference 13

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Observation 2d4f191d-b8e0-4086-bc56-bd4518801e57 · outbound

This paper cites Geoeyes: On-demand visual focusing for evidence-grounded understanding of ultra-high-resolution remote sensing imagery.arXiv preprint arXiv:2602.14201, 2026.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Geoeyes: On-demand visual focusing for evidence-grounded understanding of ultra-high-resolution remote sensing imagery.arXiv preprint arXiv:2602.14201, 2026

Reference 14

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Observation 045eb384-c08e-49d9-af74-e8ac2de503a9 · outbound

This paper cites Codev: Code with images for faithful visual reasoning via tool-aware policy optimization.arXiv preprint arXiv:2511.19661, 2025.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Codev: Code with images for faithful visual reasoning via tool-aware policy optimization.arXiv preprint arXiv:2511.19661, 2025

Reference 15

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Observation 7fbffac7-fd71-454a-857e-340f563b60cc · outbound

This paper cites Zooming without zooming: Region-to-image distillation for fine-grained multimodal perception.arXiv preprint arXiv:2602.11858, 2026.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Zooming without zooming: Region-to-image distillation for fine-grained multimodal perception.arXiv preprint arXiv:2602.11858, 2026

Reference 16

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Observation 8d8d84ba-c45b-4320-850e-cf1df276870b · outbound

This paper cites What Does Vision Tool-Use Reinforcement Learning Really Learn? Disentangling Tool-Induced and Intrinsic Effects for Crop-and-Zoom.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing What Does Vision Tool-Use Reinforcement Learning Really Learn? Disentangling Tool-Induced and Intrinsic Effects for Crop-and-Zoom

Reference 17

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Observation ab95e434-3b5a-4c3d-9e9b-bc7bfe185316 · outbound

This paper cites Reinforced attention learning.arXiv preprint arXiv:2602.04884, 2026.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Reinforced attention learning.arXiv preprint arXiv:2602.04884, 2026

Reference 18

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Observation 68b5ea20-e143-40b3-a051-c50550194ebd · outbound

This paper cites Smith, and Ranjay Krishna.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Smith, and Ranjay Krishna

Reference 19

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Observation df08d272-e693-4579-855c-cdac8a691be9 · outbound

This paper cites Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

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Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Unresolved cited work

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Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Unresolved cited work

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Observation 4f68a163-986b-43dd-a9f1-828720e18bef · outbound

This paper cites Lhrs-bot: Em- powering remote sensing with vgi-enhanced large multimodal language model.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Lhrs-bot: Em- powering remote sensing with vgi-enhanced large multimodal language model

Reference 23

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Observation 848e696c-d13d-4c81-8ba3-f004776e211c · outbound

This paper cites LHRS-Bot-Nova: Improved Multimodal Large Language Model for Remote Sensing Vision-Language Interpretation.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing LHRS-Bot-Nova: Improved Multimodal Large Language Model for Remote Sensing Vision-Language Interpretation

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Observation b29b282b-bab2-41eb-835f-e708125f6286 · outbound

This paper cites Earthmind: Leveraging cross-sensor data for advanced earth observation interpretation with a unified multimodal llm.arXiv preprint arXiv:2506.01667, 2025.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Earthmind: Leveraging cross-sensor data for advanced earth observation interpretation with a unified multimodal llm.arXiv preprint arXiv:2506.01667, 2025

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Observation b5817d38-dbd8-4c31-aca0-310942558b45 · outbound

This paper cites Klein, Salman Khan, and Fahad Khan.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Klein, Salman Khan, and Fahad Khan

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Observation a97d61d4-c369-45e6-a60b-b6fa5fc67fb6 · outbound

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Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Unresolved cited work

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Observation d23355bd-07ba-4550-bdd9-d3925996e483 · outbound

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Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Unresolved cited work

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Observation 2563d57c-1345-4621-baed-f8ab87791800 · outbound

This paper cites Earthmarker: A visual prompting multi-modal large language model for remote sensing.IEEE Transactions on Geoscience and Remote Sensing, 2024.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Earthmarker: A visual prompting multi-modal large language model for remote sensing.IEEE Transactions on Geoscience and Remote Sensing, 2024

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Observation 53f4792a-f73e-43c8-a7ad-4263692d2508 · outbound

This paper cites Rsunivlm: A unified vision-language model for remote sensing via granularity-oriented moe.Pattern Recognition, 179:113717, 2026.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Rsunivlm: A unified vision-language model for remote sensing via granularity-oriented moe.Pattern Recognition, 179:113717, 2026

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Observation 59ae6266-280f-4309-814a-f39ee181ff7e · outbound

This paper cites Bermano, and Ohad Fried.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Bermano, and Ohad Fried

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Observation bc98720a-f71e-4bdf-8341-3d066909722d · outbound

This paper cites Chatearthnet: A global- scale image-text dataset empowering vision-language geo-foundation models.Earth System Science Data Discussions, pages 1–24, 2024.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Chatearthnet: A global- scale image-text dataset empowering vision-language geo-foundation models.Earth System Science Data Discussions, pages 1–24, 2024

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Observation 26665e13-7435-416b-8642-190480e9833e · outbound

This paper cites Rsvqa: Visual question answering for remote sensing data.IEEE Transactions on Geoscience and Remote Sensing, 58(12):8555– 8566, 2020.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Rsvqa: Visual question answering for remote sensing data.IEEE Transactions on Geoscience and Remote Sensing, 58(12):8555– 8566, 2020

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Observation a384ffea-9a3a-4e32-80c3-00cc45c5a7b0 · outbound

This paper cites Mutual attention inception network for remote sensing visual question answering.IEEE Transactions on Geoscience and Remote Sensing, 60:1–14, 2021.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Mutual attention inception network for remote sensing visual question answering.IEEE Transactions on Geoscience and Remote Sensing, 60:1–14, 2021

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Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Unresolved cited work

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Observation 6e171e44-4f04-46e4-97f5-1d0ae0d5def9 · outbound

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

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis

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Observation efde5a10-6ec6-4f5a-a206-f4331c1d89bd · outbound

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

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing SkySenseGPT: A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language Understanding

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Observation e31ab13a-0a6f-49c5-83a1-e314d39e4076 · outbound

This paper cites Vhm: Versatile and honest vision language model for remote sensing image analysis.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Vhm: Versatile and honest vision language model for remote sensing image analysis

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Observation 3dab8c60-d90d-4613-93e0-11591fb83241 · outbound

This paper cites VRSBench: A Versatile Vision-Language Benchmark Dataset for Remote Sensing Image Understanding.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing VRSBench: A Versatile Vision-Language Benchmark Dataset for Remote Sensing Image Understanding

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Observation 8aae2d44-7d1e-4172-ad1c-c475cfd70279 · outbound

This paper cites Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers

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Observation 12c40016-1136-4111-a9a1-a24b220f201d · outbound

This paper cites VisualToolAgent (VisTA): A Reinforcement Learning Framework for Visual Tool Selection.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing VisualToolAgent (VisTA): A Reinforcement Learning Framework for Visual Tool Selection

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Observation b05c17d7-b308-4078-b392-782864e90a7f · outbound

This paper cites Spacetools: Tool-augmented spatial reasoning via double interactive rl, 2025.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Spacetools: Tool-augmented spatial reasoning via double interactive rl, 2025

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Observation b16b97a9-0b9a-4018-ab06-12f1346796d1 · outbound

This paper cites Reinforcing VLMs to Use Tools for Detailed Visual Reasoning Under Resource Constraints.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Reinforcing VLMs to Use Tools for Detailed Visual Reasoning Under Resource Constraints

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Observation 81d1eaf5-cb09-45af-abb6-2528bd1a5cad · outbound

This paper cites CropVLM: Learning to Zoom for Fine-Grained Vision-Language Perception.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing CropVLM: Learning to Zoom for Fine-Grained Vision-Language Perception

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Observation b5c9ff74-6e74-48f0-b20a-0614f1eb827d · outbound

This paper cites Adaptive Chain-of-Focus Reasoning via Dynamic Visual Search and Zooming for Efficient VLMs.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Adaptive Chain-of-Focus Reasoning via Dynamic Visual Search and Zooming for Efficient VLMs

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Observation 5ea80939-15a8-41db-919c-9e1fd68a0d8b · outbound

This paper cites Sensenova- mars: Empowering multimodal agentic reasoning and search via reinforcement learning.arXiv preprint arXiv:2512.24330, 2025.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Sensenova- mars: Empowering multimodal agentic reasoning and search via reinforcement learning.arXiv preprint arXiv:2512.24330, 2025

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Observation f3b598d4-7731-463b-9f71-738c39bc372d · outbound

This paper cites Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning

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Observation 4da40ed0-c0d3-441c-9daa-7a8a0c18bd8f · outbound

This paper cites Reinforcing spatial reasoning in vision-language models with interwoven thinking and visual drawing, 2025.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Reinforcing spatial reasoning in vision-language models with interwoven thinking and visual drawing, 2025

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This paper cites Qwen2.5-VL Technical Report.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Qwen2.5-VL Technical Report

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Observation 110b0c09-67c1-4d65-b886-2b4f74bfd8a8 · outbound

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Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Introducing gpt-5.4

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Observation 969d2ab0-ff69-4ca3-ac98-c6f804f4bb31 · outbound

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Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing The claude 4.6 model family

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Observation 2f458609-188c-4961-b143-3132fb560d04 · outbound

This paper cites Qwen3-VL Technical Report.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Qwen3-VL Technical Report

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Observation 8fcdab0b-ec14-4b69-a1d5-7ab571857588 · outbound

This paper cites Gpt-5.2: Advancing science and math.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Gpt-5.2: Advancing science and math

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:23.420815Z

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Observation ed036522-578f-41d6-b106-3daf4b5e86d6 · outbound

This paper cites CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:23.594318Z

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Observation 4623532c-32af-45c6-a840-567602617eb1 · outbound

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

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:23.699554Z

Source-reported events for the cited work

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Observation 173d56fb-755b-424c-afd9-e481bf4dd932 · outbound

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

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:23.904221Z

Source-reported events for the cited work

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Observation c0ea6155-5476-498b-8c74-6e94153e5854 · outbound

This paper cites Claude 3.7 sonnet.https://www.anthropic.com, 2025.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Claude 3.7 sonnet.https://www.anthropic.com, 2025

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:24.119707Z

Source-reported events for the cited work

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Observation ce446c75-0f10-49c5-b742-d489d7fe1c7f · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:24.259442Z

Source-reported events for the cited work

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Observation b27e1f69-2c10-42bc-8d0f-79df976f9b78 · outbound

This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:24.347294Z

Source-reported events for the cited work

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Observation e4edfa49-1e15-4af3-9132-b1e55c692976 · outbound

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

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:24.455888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2acb3f3-628c-4a4d-aec6-4e9aa2b459a4 · outbound

This paper cites Internvl 2.5: Scaling up vision-language models with enhanced visual encoding.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Internvl 2.5: Scaling up vision-language models with enhanced visual encoding

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:24.529399Z

Source-reported events for the cited work

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Observation ba836203-b390-4abe-9c4b-65f75ad38898 · outbound

This paper cites Intern-s1-mini.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Intern-s1-mini

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:24.602875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04314910-d95d-46a0-ba5a-f4510459b4a7 · outbound

This paper cites Scaling vision pre-training to 4k resolution, 2025.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Scaling vision pre-training to 4k resolution, 2025

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:24.712561Z

Source-reported events for the cited work

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Observation 89cc5eed-8ea0-411f-b726-447b9a64a00f · outbound

This paper cites MiniCPM-V: A GPT-4V Level MLLM on Your Phone.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:24.852448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65d12c25-be27-4cbb-a7bf-f55fddb49ef5 · outbound

This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:24.958431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cdacec1-aaf1-4bdd-ae93-d183aa36a112 · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:25.064532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 131db01f-fad7-4211-b698-e3a62726865b · outbound

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

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing DeepSeek-VL: Towards Real-World Vision-Language Understanding

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:25.168541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdd8507f-2f26-4c3f-84b7-6da8c8bacf4f · outbound

This paper cites Hello gpt-4o.https://openai.com/index/hello-gpt-4o, 2024.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Hello gpt-4o.https://openai.com/index/hello-gpt-4o, 2024

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:25.243527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d090fcbd-c8b2-458d-9669-43a09a9333b1 · outbound

This paper cites Gpt-4o mini: advancing cost-efficient intelligence.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Gpt-4o mini: advancing cost-efficient intelligence

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:25.345011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75d0d3e2-ae73-4ecf-b933-363859c22b00 · outbound

This paper cites LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:25.422944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe6a7bc3-b2ba-48e8-89bd-d1f06d7c25d6 · outbound

This paper cites Qwen3 Technical Report.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Qwen3 Technical Report

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:25.492470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ade99b4-5603-491e-b1ab-50aab15b220c · outbound

This paper cites InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:25.571086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cffc18e7-6fd1-4e01-9dd5-0225277e5e2b · outbound

This paper cites Internlm2 technical report.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Internlm2 technical report

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:25.630835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f45abd77-c0e3-48b5-aa2a-f4fe01a12570 · outbound

This paper cites Internlm3.https://github.com/InternLM, 2024.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Internlm3.https://github.com/InternLM, 2024

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:25.734409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d6e9cef-d45f-4363-b862-c74f629bddba · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:25.930022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b360c749-1614-45a1-8676-f81404cd65e4 · outbound

This paper cites VLM-R$^3$: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing VLM-R$^3$: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:25.996486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaae9c14-519a-480c-a673-644432dd9cd2 · outbound

This paper cites Fair1m: A benchmark dataset for fine-grained object recognition in high-resolution remote sensing imagery.ISPRS Journal of Photogrammetry and Remote Sensing, 184:116–130, 2022.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Fair1m: A benchmark dataset for fine-grained object recognition in high-resolution remote sensing imagery.ISPRS Journal of Photogrammetry and Remote Sensing, 184:116–130, 2022

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:26.104529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2567ef06-e15a-40c5-b4c0-98febc8c1b2c · outbound

This paper cites an unresolved cited work.

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Unresolved cited work

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-01T00:59:26.218778Z

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Pith citing papers