Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T16:34:01.937707Z
Paper Citation Record · LEDGER
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
As of 20 August 2026, this Paper Citation Record lists 90 of 90 outbound references and 12 inbound Pith citation observations for arXiv:2507.13348.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T12:53:14.415257Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T15:09:55.252188Z
Reference resolution
90 of 90 outbound references displayed
- verified exact2
- verified fuzzy8
- unresolved80
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation da95d1df-9518-4a8e-a71e-b870b6d4c67c · outbound
This paper cites GPT-4 Technical Report.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning GPT-4 Technical Report
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:56.746930Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d95a751-ad97-4055-b8e0-c162006be85c · outbound
This paper cites Claude 3.5 sonnet, 2024.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Claude 3.5 sonnet, 2024
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:56.751678Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1884637-c2db-4215-bda3-91804fcee012 · outbound
This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:56.759782Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b7adfda-4429-4ee8-8dc4-e9ecb974f46f · outbound
This paper cites Qwen2.5-VL Technical Report.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Qwen2.5-VL Technical Report
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:56.767649Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55e63009-bc8f-4cc5-ab82-e1a081868b4f · outbound
This paper cites Graph of thoughts: Solving elaborate problems with large language models.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Graph of thoughts: Solving elaborate problems with large language models
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:56.771438Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec44fc80-013c-4d1b-a646-dfbc958c68d7 · outbound
This paper cites An image is worth 1/2 tokens after layer 2: Plug-and-play inference acceleration for large vision-language models, 2024.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning An image is worth 1/2 tokens after layer 2: Plug-and-play inference acceleration for large vision-language models, 2024
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:56.775183Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d4cf5ad-8aba-4c2a-baa4-bfcb2d777283 · outbound
This paper cites ShareGPT4V: Improving Large Multi-Modal Models with Better Captions.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning ShareGPT4V: Improving Large Multi-Modal Models with Better Captions
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:56.778875Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba782bfe-c4eb-4186-889d-ebdf45cb8148 · outbound
This paper cites an unresolved cited work.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Unresolved cited work
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:56.782852Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d71fb9da-0dbe-4b14-b3dc-0510552f3603 · outbound
This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:56.786502Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f9216d3-a8fb-434a-95c3-7893aea77b86 · outbound
This paper cites Internvl2: Better than the best—expanding performance boundaries of open-source multimodal models with the progressive scaling strategy, 2024.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Internvl2: Better than the best—expanding performance boundaries of open-source multimodal models with the progressive scaling strategy, 2024
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:56.790426Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3c64ecb-a8fe-451d-a100-25e3c759d55f · outbound
This paper cites Vicuna: An open-source chatbot impressing gpt-4 with 90%* chatgpt quality.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Vicuna: An open-source chatbot impressing gpt-4 with 90%* chatgpt quality
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:56.793697Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f66b485-f4fb-4722-afef-bb7155abd312 · outbound
This paper cites Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:56.797064Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d863578d-65b2-45c0-97cd-4460a77e271c · outbound
This paper cites MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:56.800543Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 743d4fb7-f580-48e8-be02-1fb52840f3c5 · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:56.807485Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2fc953bd-036c-4dcd-9c22-3bead0df8910 · outbound
This paper cites ZipVL: Efficient Large Vision-Language Models with Dynamic Token Sparsification.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning ZipVL: Efficient Large Vision-Language Models with Dynamic Token Sparsification
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:56.811210Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dfe46faf-d796-4198-ac54-15d9c6346955 · outbound
This paper cites Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:56.818801Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef28b65c-d973-4e8d-b63f-0bd2f1c293f9 · outbound
This paper cites OpenAI o1 System Card.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning OpenAI o1 System Card
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:56.825316Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c2b952d-3b65-4f2e-ad7c-ad93db122eec · outbound
This paper cites Expedited Training of Visual Conditioned Language Generation via Redundancy Reduction.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Expedited Training of Visual Conditioned Language Generation via Redundancy Reduction
Reference 22
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T16:34:02.915215Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8b61d9c3-fad0-46e3-973d-6624242e8946 · outbound
This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:56.851016Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49f78ed6-e73d-420c-bf21-17a1b8c6002c · outbound
This paper cites OpenVLA: An Open-Source Vision-Language-Action Model.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning OpenVLA: An Open-Source Vision-Language-Action Model
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:56.867525Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b35b5cd-9fde-4b65-8634-28f024b0f4c2 · outbound
This paper cites Gonzalez, Hao Zhang, and Ion Stoica.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Gonzalez, Hao Zhang, and Ion Stoica
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:56.888627Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 781612d5-9bc4-4af2-812d-dee76c2e90ef · outbound
This paper cites LISA: Reasoning Segmentation via Large Language Model.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning LISA: Reasoning Segmentation via Large Language Model
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:56.916800Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea45fec3-8ef2-4a24-ba64-0758dad17eaf · outbound
This paper cites Step-dpo: Step-wise preference optimization for long-chain reasoning of llms, 2024.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Step-dpo: Step-wise preference optimization for long-chain reasoning of llms, 2024
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:56.951119Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a6ffabb-92c8-44a2-8c91-e1ba8a5e6622 · outbound
This paper cites LLaVA-OneVision: Easy Visual Task Transfer.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning LLaVA-OneVision: Easy Visual Task Transfer
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:56.974839Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d20b9ee4-5029-447d-bb24-61ac7af57067 · outbound
This paper cites Logits-Based Finetuning.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Logits-Based Finetuning
Reference 29
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T16:34:02.719238Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 74632ecc-34ae-41dd-a6bc-b48e83a7a78e · outbound
This paper cites Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:57.019527Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb65240d-bf0e-449f-b50c-2607018e3afc · outbound
This paper cites Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:57.049334Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8fe7027b-76b2-4af2-aa25-012a059d5481 · outbound
This paper cites Evaluating Object Hallucination in Large Vision-Language Models.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Evaluating Object Hallucination in Large Vision-Language Models
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:57.065129Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a722a3b3-9118-4761-8350-f957bdd06929 · outbound
This paper cites Improved Baselines with Visual Instruction Tuning.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Improved Baselines with Visual Instruction Tuning
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:57.074808Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a89c9bfe-08bd-436d-8ecf-b1be72ebeb6f · outbound
This paper cites Llava-next: Improved reasoning, ocr, and world knowledge, January 2024.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Llava-next: Improved reasoning, ocr, and world knowledge, January 2024
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:57.086274Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38382b80-ab54-4621-b467-a189d88b6472 · outbound
This paper cites Visual instruction tuning.Advances in neural information processing systems, 2024.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Visual instruction tuning.Advances in neural information processing systems, 2024
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:57.093223Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3e0b10e-500c-40ed-9d4b-64a657555ab4 · outbound
This paper cites RoboMamba: Efficient Vision-Language-Action Model for Robotic Reasoning and Manipulation.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning RoboMamba: Efficient Vision-Language-Action Model for Robotic Reasoning and Manipulation
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:57.134511Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63493399-6b72-4a1e-9e33-15c4ee441e79 · outbound
This paper cites OCRBench: On the Hidden Mystery of OCR in Large Multimodal Models.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning OCRBench: On the Hidden Mystery of OCR in Large Multimodal Models
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:57.223241Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c022fdd-2e6f-4693-bd7a-ea92cd5f7d33 · outbound
This paper cites Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:57.253690Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc3223df-08c8-42a8-98e3-0e0b2ce1e0ea · outbound
This paper cites Visual-RFT: Visual Reinforcement Fine-Tuning.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Visual-RFT: Visual Reinforcement Fine-Tuning
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:57.308765Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ada00429-bdb6-4b68-a957-2b0fe26b9906 · outbound
This paper cites Mathvista: Evaluating mathematical reasoning of foundation models in visual contexts.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Mathvista: Evaluating mathematical reasoning of foundation models in visual contexts
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:34:05.063403Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cf724eff-60da-4cd5-9d17-31b711af7b41 · outbound
This paper cites TextCoT: Zoom In for Enhanced Multimodal Text-Rich Image Understanding.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning TextCoT: Zoom In for Enhanced Multimodal Text-Rich Image Understanding
Reference 41
- Resolution
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- no resolver link, observed 2026-08-06T16:33:57.441181Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b5bac22-0585-49b9-8249-3a315b9070c3 · outbound
This paper cites Reft: Reasoning with reinforced fine-tuning, 2024.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Reft: Reasoning with reinforced fine-tuning, 2024
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:34:04.909715Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 190fc5b8-08ca-4758-8fb9-05c4c89a1ead · outbound
This paper cites ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning
Reference 43
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8ed46d8-0a0c-4c68-88cf-a64d0a16d8cf · outbound
This paper cites Docvqa: A dataset for vqa on document images.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Docvqa: A dataset for vqa on document images
Reference 44
- Resolution
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Source-reported events for the cited work
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Observation 4f3c7a72-0495-4bdf-afb0-e3fe0c9012e2 · outbound
This paper cites MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning
Reference 45
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- no resolver link, observed 2026-08-06T16:33:57.725132Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b86261a5-d535-4b67-8687-e413764752df · outbound
This paper cites Compositional chain-of- thought prompting for large multimodal models.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Compositional chain-of- thought prompting for large multimodal models
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:57.822522Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbb7009c-7257-47ba-be1d-361a20955a47 · outbound
This paper cites an unresolved cited work.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:34:04.718264Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation dac4ad05-d0cb-452e-bdb1-f1a565175c4b · outbound
This paper cites Hello gpt-4o, 2024.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Hello gpt-4o, 2024
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:57.924849Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04e6aa37-0a21-4794-8eb5-27865046cde5 · outbound
This paper cites Instruction Tuning with GPT-4.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Instruction Tuning with GPT-4
Reference 49
- Resolution
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- no resolver link, observed 2026-08-06T16:33:57.990838Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50002ef9-0b0e-4598-af83-00b8b7afc9d4 · outbound
This paper cites Mobile Edge Intelligence for Large Language Models: A Contemporary Survey.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Mobile Edge Intelligence for Large Language Models: A Contemporary Survey
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:58.028138Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d074ebb3-c178-4196-b9c9-61f8004e1eb0 · outbound
This paper cites Does Your Vision-Language Model Get Lost in the Long Video Sampling Dilemma?.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Does Your Vision-Language Model Get Lost in the Long Video Sampling Dilemma?
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:58.078291Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a12de7c-4924-45b9-b901-ff5cb5d3ef5d · outbound
This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:58.138206Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18abe2f2-7f3f-48fc-95ca-2e44e8f2f866 · outbound
This paper cites VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model
Reference 53
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- unresolved
- no resolver link, observed 2026-08-06T16:33:58.198624Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a773f1b-c1ba-466a-a934-a74df1015fdf · outbound
This paper cites HybridFlow: A Flexible and Efficient RLHF Framework.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning HybridFlow: A Flexible and Efficient RLHF Framework
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:58.258329Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e53cef5-87e9-4f3a-b8a2-c1cf457f4df8 · outbound
This paper cites Upop: Unified and progressive pruning for compressing vision-language transformers.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Upop: Unified and progressive pruning for compressing vision-language transformers
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:34:04.561921Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 26cfacdb-d057-4e52-8e20-eef8b834fcab · outbound
This paper cites Scaling llm test-time compute optimally can be more effective than scaling model parameters, 2024.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Scaling llm test-time compute optimally can be more effective than scaling model parameters, 2024
Reference 56
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- no resolver link, observed 2026-08-06T16:33:58.387685Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e2efef3-76db-421b-8e71-933985bf32fa · outbound
This paper cites Gemini: A Family of Highly Capable Multimodal Models.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Gemini: A Family of Highly Capable Multimodal Models
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:58.427122Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d632d097-2b37-42ef-8975-816d603e72e1 · outbound
This paper cites an unresolved cited work.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Unresolved cited work
Reference 58
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- unresolved
- no resolver link, observed 2026-08-06T16:33:58.489578Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 698c338b-2676-4e7d-8a5f-c50531bf238b · outbound
This paper cites LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs
Reference 59
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46013f82-98a1-4d69-bd3e-55189183af7f · outbound
This paper cites Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs
Reference 60
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- no resolver link, observed 2026-08-06T16:33:58.643728Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d7fd3475-6b15-457f-8f06-21c8551e55b0 · outbound
This paper cites LLaMA: Open and Efficient Foundation Language Models.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning LLaMA: Open and Efficient Foundation Language Models
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:58.707722Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed7f98f9-3856-4acb-990e-a88a47331b96 · outbound
This paper cites CogVLM: Visual Expert for Pretrained Language Models.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning CogVLM: Visual Expert for Pretrained Language Models
Reference 62
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- unresolved
- no resolver link, observed 2026-08-06T16:33:58.784485Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8ec72ae-ae33-432a-a719-abac1b198ee4 · outbound
This paper cites Chain-of-thought prompting elicits reasoning in large language models, 2023.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Chain-of-thought prompting elicits reasoning in large language models, 2023
Reference 63
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- unresolved
- no resolver link, observed 2026-08-06T16:33:58.848223Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db00efe8-f24b-4e2d-8365-d6b9b9651e0a · outbound
This paper cites Chain-of-thought prompting elicits reasoning in large language models.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Chain-of-thought prompting elicits reasoning in large language models
Reference 64
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- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00402166-99a3-4c38-b206-feb971afe9d9 · outbound
This paper cites Efficient Vision-Language Models by Summarizing Visual Tokens into Compact Registers.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Efficient Vision-Language Models by Summarizing Visual Tokens into Compact Registers
Reference 65
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Source-reported events for the cited work
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Observation 4c5f3fec-36e2-407a-b268-45f443a9ed73 · outbound
This paper cites MMSearch-R1: Incentivizing LMMs to Search.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning MMSearch-R1: Incentivizing LMMs to Search
Reference 66
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- unresolved
- no resolver link, observed 2026-08-06T16:33:59.034226Z
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Observation 2a6c133e-1395-4ee8-8969-a7ce9812f5d7 · outbound
This paper cites an unresolved cited work.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Unresolved cited work
Reference 67
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:34:04.403753Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1aed168d-ca7f-4465-8be2-0de1239bd892 · outbound
This paper cites Grok-1.5 vision preview.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Grok-1.5 vision preview
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:34:04.225345Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 124dff46-9e7c-425b-9b9f-779072c4e2ef · outbound
This paper cites Lillicrap, Kenji Kawaguchi, and Michael Shieh.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Lillicrap, Kenji Kawaguchi, and Michael Shieh
Reference 69
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- unresolved
- no resolver link, observed 2026-08-06T16:33:59.353607Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7818043c-e0e1-4932-ac46-9f1dfc5fffcf · outbound
This paper cites PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction
Reference 70
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6cc8635c-249d-4614-a294-0db998297d3f · outbound
This paper cites Llava-o1: Let vision language models reason step-by-step.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Llava-o1: Let vision language models reason step-by-step
Reference 71
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:34:04.033878Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1317a9f8-a4e1-4b3b-a61b-b6642aea8c2f · outbound
This paper cites Qwen2.5 Technical Report.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Qwen2.5 Technical Report
Reference 72
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c739e576-e451-49be-9b6f-865b7ee079c8 · outbound
This paper cites Visionzip: Longer is better but not necessary in vision language models.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Visionzip: Longer is better but not necessary in vision language models
Reference 73
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- no resolver link, observed 2026-08-06T16:33:59.681440Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d1dd959-0b45-452e-b3bb-8f28fb0625bc · outbound
This paper cites LiDAR-LLM: Exploring the Potential of Large Language Models for 3D LiDAR Understanding.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning LiDAR-LLM: Exploring the Potential of Large Language Models for 3D LiDAR Understanding
Reference 74
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- unresolved
- no resolver link, observed 2026-08-06T16:33:59.762003Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6526a65c-7687-4b8c-a824-684863e2301c · outbound
This paper cites LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model
Reference 75
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:33:59.844125Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bfc05a37-56a0-44f3-8078-ffee2b80e882 · outbound
This paper cites Unified language-driven zero-shot domain adaptation.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Unified language-driven zero-shot domain adaptation
Reference 76
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:34:03.877874Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 762ee269-420c-4337-8c24-a5637ac4898b · outbound
This paper cites R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization
Reference 77
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:34:00.063593Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a463d6b-3352-4a14-aa1c-214b488ba78f · outbound
This paper cites Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search
Reference 79
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:34:00.236317Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bcda4650-79f0-4b1b-b557-dd424ea46021 · outbound
This paper cites Tree of thoughts: Deliberate problem solving with large language models.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Tree of thoughts: Deliberate problem solving with large language models
Reference 80
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:34:00.302368Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90840c33-14ce-4c6b-81e5-f0780b1351e0 · outbound
This paper cites MiniCPM-V: A GPT-4V Level MLLM on Your Phone.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning MiniCPM-V: A GPT-4V Level MLLM on Your Phone
Reference 81
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:34:00.387393Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9dee110b-579e-4210-a735-6351a73f62fe · outbound
This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning DAPO: An Open-Source LLM Reinforcement Learning System at Scale
Reference 82
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:34:00.472565Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8b7a85d-446e-487c-a456-24ff8fd81c3c · outbound
This paper cites Mm-vet: Evaluating large multimodal models for integrated capabilities.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Mm-vet: Evaluating large multimodal models for integrated capabilities
Reference 83
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:34:03.729409Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 50efae99-8717-47a9-b628-0d10516eebfc · outbound
This paper cites Mm-vet: Evaluating large multimodal models for integrated capabilities.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Mm-vet: Evaluating large multimodal models for integrated capabilities
Reference 84
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:34:00.632100Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 548b07ba-dfef-49f8-998f-a9f5e8cb8418 · outbound
This paper cites Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi
Reference 85
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94ef0cc7-fe5a-4dab-97df-7275881dcd82 · outbound
This paper cites LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models
Reference 86
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:34:00.823567Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90b0d707-6c91-4c6c-9dd0-97998cf439d8 · outbound
This paper cites InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output
Reference 87
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 459cbbc0-a507-46b2-a5cd-8681be28c480 · outbound
This paper cites Mathverse: Does your multi-modal llm truly see the diagrams in visual math problems? In European Conference on Computer Vision, pages 169–186.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Mathverse: Does your multi-modal llm truly see the diagrams in visual math problems? In European Conference on Computer Vision, pages 169–186
Reference 88
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5a75915-87ef-4dcb-b7eb-b693d5b72e9f · outbound
This paper cites Improve Vision Language Model Chain-of-thought Reasoning.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Improve Vision Language Model Chain-of-thought Reasoning
Reference 90
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:34:01.234969Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5d878cc-0c51-4125-9ef3-115bf8dd040d · outbound
This paper cites SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference
Reference 91
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e81e025c-e2ad-4830-a38a-db29bf9dfb49 · outbound
This paper cites Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition
Reference 92
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08f82fe7-f8c9-41b8-b55c-aede079122c6 · outbound
This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models
Reference 93
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:34:01.579723Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0fefdaf-7ede-4c55-89bc-0249bde07191 · outbound
This paper cites an unresolved cited work.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Unresolved cited work
Reference 94
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:34:03.561959Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 84399186-c08a-4387-8d5c-cfe50d713c5f · outbound
This paper cites an unresolved cited work.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Unresolved cited work
Reference 95
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:34:03.345800Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4c2d35a4-da57-4bf7-b17f-602c30b33f00 · outbound
This paper cites type": "function.
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning type": "function
Reference 96
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:34:03.146767Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Pith citing papers
Observation 8fecda78-1b5d-476b-9704-a0d4e552fa10 · inbound
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search cites this paper.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T01:17:55.594921Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b9a0a6a5-466d-4361-bef5-7c82b50e13c7 · inbound
CPPO: Contrastive Perception Policy Optimization for VLM Agents cites this paper.
CPPO: Contrastive Perception Policy Optimization for VLM Agents VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
Reference 32
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb48a970-db4c-4076-b231-3d3c34bde422 · inbound
Understanding the Role of Hallucination in Reinforcement Post-Training of Multimodal Reasoning Models cites this paper.
Understanding the Role of Hallucination in Reinforcement Post-Training of Multimodal Reasoning Models VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T20:53:16.245320Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9ea7e297-4901-4d3d-8959-3dbf53117b4b · inbound
Saliency-R1: Enforcing Interpretable and Faithful Vision-language Reasoning via Saliency-map Alignment Reward cites this paper.
Saliency-R1: Enforcing Interpretable and Faithful Vision-language Reasoning via Saliency-map Alignment Reward VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
Reference 80
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:20:47.758290Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f55e675c-9e83-4278-b74b-1bb613346095 · inbound
Walk the Talk: Bridging the Reasoning-Action Gap for Thinking with Images via Multimodal Agentic Policy Optimization cites this paper.
Walk the Talk: Bridging the Reasoning-Action Gap for Thinking with Images via Multimodal Agentic Policy Optimization VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
Reference 65
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T00:45:50.083817Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 29867f44-26e8-4580-a43f-2dd7d40e30a5 · inbound
Pest-Thinker: Learning to Think and Reason like Entomologists via Reinforcement Learning cites this paper.
Pest-Thinker: Learning to Think and Reason like Entomologists via Reinforcement Learning VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
Reference 37
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T18:46:09.467557Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation de9a2b32-ea13-4eed-906b-98b19e0948f3 · inbound
From Structure to Synergy: A Survey of Vision-Language Perception Paradigm Evolution in Multimodal Large Language Models cites this paper.
From Structure to Synergy: A Survey of Vision-Language Perception Paradigm Evolution in Multimodal Large Language Models VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
Reference 216
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T15:09:55.253992Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7e02849c-b735-40ee-a42e-aa47d2031c0f · 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 VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
Reference 59
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T17:05:51.428117Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 835848df-0893-4a49-b43c-5fb2e4080dc5 · inbound
Token-Sparse Medical Multimodal Reasoning via Dual-Stream Reinforcement Learning cites this paper.
Token-Sparse Medical Multimodal Reasoning via Dual-Stream Reinforcement Learning VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
Reference 31
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T10:15:45.227978Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation acfb3eed-9d37-47d4-9f02-b0800db2683c · inbound
HAFI-VLM: A Frequency Perspective for Diagnosing and Enhancing Visual Perception in Vision-Language Models cites this paper.
HAFI-VLM: A Frequency Perspective for Diagnosing and Enhancing Visual Perception in Vision-Language Models VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T14:48:45.590719Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 246074eb-9658-4376-bc90-6260f8ec3191 · inbound
SlimVLM: Sensitivity-aware Dynamic Structured Pruning with Adaptive Visual Token Selection for Efficient Vision-Language Models cites this paper.
SlimVLM: Sensitivity-aware Dynamic Structured Pruning with Adaptive Visual Token Selection for Efficient Vision-Language Models VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T16:41:28.850093Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e606f51-b262-42b5-8073-9e895eb919f4 · inbound
Thinking With Tools, Not With Pixels: Tool Calls as Text Scaffolds for Visual Reasoning cites this paper.
Thinking With Tools, Not With Pixels: Tool Calls as Text Scaffolds for Visual Reasoning VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
Reference 85
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T12:53:14.415257Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.