Paper Citation Record · LEDGER

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework

As of 11 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 1 inbound Pith citation observation for arXiv:2602.23615.

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

pith.paper-citation-record.v1
2602.23615 v3

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T20:19:18.145721Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T13:53:13.255412Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T13:55:28.907050Z

Reference resolution

65 of 65 outbound references displayed

verified exact0
verified fuzzy0
unresolved65
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 275b3669-c68b-4811-9262-55cdb4878412 · outbound

This paper cites an unresolved cited work.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:13.048310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91979e10-953a-47f9-bb58-c286fd10c144 · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial In- telligence.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework In: Proceedings of the AAAI Conference on Artificial In- telligence

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:13.111818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4efb0695-f991-4e0e-bd61-732c6e3a1a29 · outbound

This paper cites Qwen2.5-VL Technical Report.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Qwen2.5-VL Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:13.167778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c0035fc-46c9-4bff-96ac-21a454e0d4dc · outbound

This paper cites Beyond Two-Stage Training: Cooperative SFT and RL for LLM Reasoning.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Beyond Two-Stage Training: Cooperative SFT and RL for LLM Reasoning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:13.273609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97ffbdd2-4ce4-413c-b8c2-1c6e751fa778 · outbound

This paper cites an unresolved cited work.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:13.386540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb2e2c30-9dc5-43f9-a2d5-8101406fb5b0 · outbound

This paper cites Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:13.457923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abc60261-8590-4fe8-a7e0-9ed001ac3d57 · outbound

This paper cites Advances in Neural Information Processing Systems37, 42566–42592 (2024) 2, 4.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Advances in Neural Information Processing Systems37, 42566–42592 (2024) 2, 4

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:13.519729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69f9d66c-36c7-419d-9bbb-ac136c9c7967 · outbound

This paper cites an unresolved cited work.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:13.573412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13db82c9-bf85-4f94-bc0d-2ae8bde85ccb · outbound

This paper cites an unresolved cited work.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:13.698688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33aa45fa-ea8e-431f-90db-8d7ce1732832 · outbound

This paper cites Nature645(8081), 633–638 (2025) 1, 4.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Nature645(8081), 633–638 (2025) 1, 4

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:13.819019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 083c6a0b-ebfc-4fbd-8cd4-7ace85e552bb · outbound

This paper cites Observe-R1: Unlocking Reasoning Abilities of MLLMs with Dynamic Progressive Reinforcement Learning.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Observe-R1: Unlocking Reasoning Abilities of MLLMs with Dynamic Progressive Reinforcement Learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:13.888889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97acee85-ba2e-4c0c-bd92-a178adfb00ab · outbound

This paper cites In: European Conference on Computer Vision.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework In: European Conference on Computer Vision

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:13.978780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfca068a-ce1c-4348-87f7-f1a55734cadc · outbound

This paper cites mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:14.038805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 133447d1-ce7f-46b2-93f5-9fa881340a35 · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:14.109013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75664f17-c17d-45fa-b449-11f4e9e77b56 · outbound

This paper cites High-Resolution Visual Reasoning via Multi-Turn Grounding-Based Reinforcement Learning.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework High-Resolution Visual Reasoning via Multi-Turn Grounding-Based Reinforcement Learning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:14.175809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6dc410c-608e-4a26-ae4e-ae3f3b531be9 · outbound

This paper cites GPT-4o System Card.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework GPT-4o System Card

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:14.237828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a349c1f-8bf9-40d4-afb6-ef96a224426f · outbound

This paper cites OpenAI o1 System Card.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework OpenAI o1 System Card

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:14.285694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b219928-df0d-4ee5-b6e3-25d108537fc6 · outbound

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

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework LLaVA-OneVision: Easy Visual Task Transfer

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:14.414079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0c609da-e448-422c-b6db-8d94a2441faa · outbound

This paper cites In: proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework In: proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:14.462843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b94b329-7fd3-4851-b138-f5d515deb13f · outbound

This paper cites Self-Rewarding Vision-Language Model via Reasoning Decomposition.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Self-Rewarding Vision-Language Model via Reasoning Decomposition

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:14.531269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 422beb22-53ef-4611-96eb-9db5915e0bf6 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:14.591268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebcbe87e-571c-4426-ae49-a3f966f52203 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:14.694209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11764147-a7f2-492c-b0fe-3cd9d206f8c8 · outbound

This paper cites In: European conference on computer vision.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework In: European conference on computer vision

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:14.785165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2564aa5-037b-4aff-a5fc-20746eea6fa1 · outbound

This paper cites TextMonkey: An OCR-Free Large Multimodal Model for Understanding Document.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework TextMonkey: An OCR-Free Large Multimodal Model for Understanding Document

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:14.895125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e4ee4b3-3d4d-48a5-ad09-f02021c937b2 · outbound

This paper cites Visual-RFT: Visual Reinforcement Fine-Tuning.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Visual-RFT: Visual Reinforcement Fine-Tuning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:14.979185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81ccac28-6780-4ccc-bf9c-914ecbc5c514 · outbound

This paper cites In: The Thirteenth Inter- national Conference on Learning Representations (2025) 2, 4 Title Suppressed Due to Excessive Length 17.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework In: The Thirteenth Inter- national Conference on Learning Representations (2025) 2, 4 Title Suppressed Due to Excessive Length 17

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:15.077280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 684c86e5-0d91-499a-85b5-0a00f9524f72 · outbound

This paper cites Chain-of-Spot: Interactive Reasoning Improves Large Vision-Language Models.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Chain-of-Spot: Interactive Reasoning Improves Large Vision-Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:15.127415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a53a9d3-7f3c-4e1b-9c85-eef5ff213a55 · outbound

This paper cites TextCoT: Zoom In for Enhanced Multimodal Text-Rich Image Understanding.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework TextCoT: Zoom In for Enhanced Multimodal Text-Rich Image Understanding

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:15.251753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4459221-2015-4fbd-84b5-4fd4fa2e20be · outbound

This paper cites MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:15.320680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bb18f53-14e7-4282-8d02-654e57df0580 · outbound

This paper cites IEEE Transactions on Intelligent Transporta- tion Systems26(3), 2851–2879 (2025) 6.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework IEEE Transactions on Intelligent Transporta- tion Systems26(3), 2851–2879 (2025) 6

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:15.380005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a366a8e-f5d7-4c05-a3cb-ee0d59a7e914 · outbound

This paper cites Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:15.437999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57104f53-df50-4023-b6e5-273abcc4c7e1 · outbound

This paper cites an unresolved cited work.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:15.496640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51541620-deeb-4096-8198-d3e7082789b6 · outbound

This paper cites com / index / introducing - o3 - and - o4 - mini/(2025) 11.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework com / index / introducing - o3 - and - o4 - mini/(2025) 11

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:15.540266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba6059e0-13b4-4dfa-af91-b103e7177430 · outbound

This paper cites LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:15.616914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b292c63-60a1-4069-83c9-ec4cccdec445 · outbound

This paper cites an unresolved cited work.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:15.699798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3731e62-beb4-4ec3-a6d7-b1d053f52556 · outbound

This paper cites Advances in Neural Information Processing Systems37, 8612–8642 (2024) 2, 4, 6, 12, 13.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Advances in Neural Information Processing Systems37, 8612–8642 (2024) 2, 4, 6, 12, 13

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:15.760114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad32fce8-8c68-4be6-9f46-a407f2643bfe · outbound

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

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:15.820927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bab4e334-fae2-4c1e-9a71-35ae3a90e4cb · outbound

This paper cites VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:15.914946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b86dba6-9345-40ce-9ce0-9839901b1dff · outbound

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

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:16.005929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c62dd5c-10f2-4aa4-b1c2-be947ff78a6e · outbound

This paper cites Visual Agents as Fast and Slow Thinkers.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Visual Agents as Fast and Slow Thinkers

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:16.095682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 143d14df-d708-49fd-a7df-71a84f4a0bb4 · outbound

This paper cites an unresolved cited work.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:16.157561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11d88913-1d6a-4394-b498-33e39fb15602 · outbound

This paper cites arXiv preprint arXiv:2503.20752 (2025) 4.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework arXiv preprint arXiv:2503.20752 (2025) 4

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:16.227084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c9dc1a0-022a-4fb2-b823-e2cd49efe134 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:16.299171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3bf73b8-b3ca-4dfd-a1f8-e5793b1e7c0f · outbound

This paper cites CoRR (2025) 4 18 Authors Suppressed Due to Excessive Length.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework CoRR (2025) 4 18 Authors Suppressed Due to Excessive Length

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:16.410124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a2b6f0a-97ea-4a09-a86d-fdaf0821c341 · outbound

This paper cites arXiv preprint arXiv:2507.07999 (2025) 2, 3, 4, 6, 10, 11, 12, 13, 14.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework arXiv preprint arXiv:2507.07999 (2025) 2, 3, 4, 6, 10, 11, 12, 13, 14

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:16.508488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5f96ff2-7dd0-4a6a-ab00-8aea76ffae5b · outbound

This paper cites VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:16.590114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22fac538-a271-4c7e-b86a-b04655c403eb · outbound

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

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:16.690981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef794795-c47c-4dfc-8c05-0799626520a4 · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework In: Proceedings of the AAAI Conference on Artificial Intelligence

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:16.745769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ed547d4-6636-43d8-9c61-649d360de589 · outbound

This paper cites Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:16.874204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43922ca4-75e1-459a-b10f-2757e23e1cc5 · outbound

This paper cites https://github.com/huggingface/trl(2020) 10.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework https://github.com/huggingface/trl(2020) 10

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:16.990175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1582df3-6712-4497-8b0b-058bfd08d6b4 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:17.090577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 908f4f95-5cbf-4e6e-ba2f-0bece8458d6a · outbound

This paper cites DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:17.169695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0737aac-4eb1-4935-a26e-16094a7c31ef · outbound

This paper cites R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:17.273507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e120ccee-3a35-41fb-b725-164da5ac8017 · outbound

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

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:17.355558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f85148e9-91de-480b-902b-788e24b75114 · outbound

This paper cites mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:17.457027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation beeca18e-d2b1-464b-b1e3-598ecc4e571f · outbound

This paper cites Pattern Recognition155, 110714 (2024) 6.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Pattern Recognition155, 110714 (2024) 6

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:17.537008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20d9d905-29ee-4343-b162-a991ad2358e2 · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Com- puter Vision.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework In: Proceedings of the IEEE/CVF International Conference on Com- puter Vision

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:17.610498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07127ac1-77b1-4542-bf60-8ba6f0a983cf · outbound

This paper cites CoRR (2025) 4.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework CoRR (2025) 4

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:17.678122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54ee5f04-205f-48ab-8d41-960dac095b47 · outbound

This paper cites R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:17.751573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faf31667-fb50-4a07-b6f3-f211e6fe840c · outbound

This paper cites In: Proceedings of the IEEE/CVF Interna- tional Conference on Computer Vision.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework In: Proceedings of the IEEE/CVF Interna- tional Conference on Computer Vision

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:17.819003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2825c939-e432-4838-a4b1-6456fd772dab · outbound

This paper cites Beyond LLaVA-HD: Diving into High-Resolution Large Multimodal Models.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Beyond LLaVA-HD: Diving into High-Resolution Large Multimodal Models

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:17.878795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b9c40e3-2f48-44b9-aed1-f197da9f5f74 · outbound

This paper cites MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:17.934527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03ad4cbc-e928-44ea-b1f8-b0c945d233cb · outbound

This paper cites Unsupervised Visual Chain-of-Thought Reasoning via Preference Optimization.

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework Unsupervised Visual Chain-of-Thought Reasoning via Preference Optimization

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:17.996747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f53afc1c-bd1e-4e11-a03f-fd6212f5f2d8 · outbound

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

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:18.067693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 367c201d-292e-475e-99c8-f71f33b1a26c · outbound

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

HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-02T20:19:18.145721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b093fa26-d4ce-4b8a-97aa-daa1ec2ec902 · inbound

UHR-BAT: Budget-Aware Token Compression Vision-Language model for Ultra-High-Resolution Remote Sensing cites this paper.

UHR-BAT: Budget-Aware Token Compression Vision-Language model for Ultra-High-Resolution Remote Sensing HART: High-Resolution Annotation-Free Reasoning Technique through a Closed-loop Framework

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-09T02:19:51.127350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.