Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-18T13:33:12.508639Z
Paper Citation Record · LEDGER
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning
As of 18 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2509.22746.
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 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
65 of 65 outbound references displayed
- verified exact38
- verified fuzzy23
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch3
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation eae4980e-6bef-4e83-8138-d448e7efe1f3 · outbound
This paper cites write newline.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning write newline
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:36:26.750252Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c8ac538d-0065-4f3b-a0db-1d6e6af1e94c · outbound
This paper cites Qwen2.5-VL Technical Report.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Qwen2.5-VL Technical Report
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.232148Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 17c759d6-33ce-4c0c-81a8-af07493f16c6 · outbound
This paper cites Graph of thoughts: Solving elaborate problems with large language models.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Graph of thoughts: Solving elaborate problems with large language models
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:36:26.743189Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6d1a59b4-9003-4387-9eaa-8ccc8389a82b · outbound
This paper cites Ground- r1: Incentivizing grounded visual reasoning via reinforcement learning.arXiv preprint arXiv:2505.20272.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Ground- r1: Incentivizing grounded visual reasoning via reinforcement learning.arXiv preprint arXiv:2505.20272
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:36:25.149784Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d4b59fc0-9878-4ddd-876b-91f6ccbf08e0 · outbound
This paper cites SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.155140Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f194457a-7a47-4c76-b4ce-a86eb070ed54 · outbound
This paper cites Shikra: Unleashing Multimodal LLM's Referential Dialogue Magic.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Shikra: Unleashing Multimodal LLM's Referential Dialogue Magic
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.302737Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6ef69faa-0bc5-496b-8918-bf34aa4904a2 · outbound
This paper cites Are we on the right way for evaluating large vision-language models? Advances in Neural Information Processing Systems, 37: 0 27056--27087, 2024 a.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Are we on the right way for evaluating large vision-language models? Advances in Neural Information Processing Systems, 37: 0 27056--27087, 2024 a
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:36:26.739617Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e43bead3-ca1c-4d9d-9253-4a27eda87d19 · outbound
This paper cites How far are we to gpt-4v? closing the gap to commercial multimodal models with open-source suites.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning How far are we to gpt-4v? closing the gap to commercial multimodal models with open-source suites
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:42:39.682307Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3e86c49b-ab93-4d7c-8b77-484c4265308e · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 9
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.236412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8bbbb5f5-c80c-480a-8c5d-981d46d98f93 · outbound
This paper cites Insight-v: Exploring long-chain visual reasoning with multimodal large language models.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Insight-v: Exploring long-chain visual reasoning with multimodal large language models
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:36:26.746641Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d21b6467-f76a-4848-8bce-95109d40f558 · outbound
This paper cites Virgo: A Preliminary Exploration on Reproducing o1-like MLLM.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Virgo: A Preliminary Exploration on Reproducing o1-like MLLM
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:36:25.184297Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9c9dc810-3210-4559-aafd-a0dafc2aa787 · outbound
This paper cites GRIT: Teaching MLLMs to Think with Images.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning GRIT: Teaching MLLMs to Think with Images
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.109996Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3f8f19ae-d2cf-40d4-ab00-d60404a94583 · outbound
This paper cites G-llava: Solving geometric problem with multi-modal large language model.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning G-llava: Solving geometric problem with multi-modal large language model
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:36:26.730466Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0aed07cb-5226-4026-b352-fb2322e0c3bb · outbound
This paper cites Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models
Reference 14
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.213344Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7fa6fbd7-27a6-4211-ae90-4efd5d9c972e · outbound
This paper cites GPT-4o System Card.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning GPT-4o System Card
Reference 15
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.105758Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e46a6aa9-4bfd-4f67-82dd-d0f155e4dc36 · outbound
This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Kimi k1.5: Scaling Reinforcement Learning with LLMs
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.170186Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8973cd9b-1d6a-4b9c-b762-eb876efbe796 · outbound
This paper cites Large language models are zero-shot reasoners.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Large language models are zero-shot reasoners
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:36:26.723765Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bb16ecd9-18b3-442d-aff4-02166106f159 · outbound
This paper cites Hypertree proof search for neural theorem proving.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Hypertree proof search for neural theorem proving
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:36:26.727128Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 596e9e5d-faa1-4a5c-8635-1f1fdec22f2d · outbound
This paper cites Scaffolding coordinates to promote vision-language coordination in large multi-modal models.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Scaffolding coordinates to promote vision-language coordination in large multi-modal models
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:36:26.736572Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e21b9d30-ad94-4c8a-89a7-2b52dcf8ce34 · outbound
This paper cites LLaVA-OneVision: Easy Visual Task Transfer.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning LLaVA-OneVision: Easy Visual Task Transfer
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.193876Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6dd36938-4398-4374-b00a-c05e0a2b47a0 · outbound
This paper cites Numinamath.
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:36:26.733370Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6d9d66cb-4387-4d7b-ba27-34cfb4bc259c · outbound
This paper cites Evaluating Object Hallucination in Large Vision-Language Models.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Evaluating Object Hallucination in Large Vision-Language Models
Reference 22
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.174850Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 494333cc-0eec-4838-ba19-b8d7b4637278 · outbound
This paper cites VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:36:25.203478Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 55ab3a8a-ffba-4052-b05a-8e2206cdbf30 · outbound
This paper cites Visual-RFT: Visual Reinforcement Fine-Tuning.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Visual-RFT: Visual Reinforcement Fine-Tuning
Reference 24
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.298265Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 86a720e7-bcee-4441-a8da-013578a46e74 · outbound
This paper cites MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
Reference 25
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.143460Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 489fd87b-cca6-4c56-a5fd-ae0c8460da40 · outbound
This paper cites One RL to See Them All: Visual Triple Unified Reinforcement Learning.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning One RL to See Them All: Visual Triple Unified Reinforcement Learning
Reference 26
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.286858Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation eadc6229-3e3b-4bc8-923f-6196c9449831 · outbound
This paper cites Self-refine: Iterative refinement with self-feedback.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Self-refine: Iterative refinement with self-feedback
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:42:39.671092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9f1c250c-57b9-4e58-8e2c-4a66ec98a420 · outbound
This paper cites MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning
Reference 28
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.130294Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 613234ac-408c-4fae-919e-eb474ca6ee8f · outbound
This paper cites Compositional chain-of-thought prompting for large multimodal models.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Compositional chain-of-thought prompting for large multimodal models
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:42:39.663341Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f9f65693-3908-4838-91d7-c64f85198f84 · outbound
This paper cites Omnicount: Multi-label object counting with semantic-geometric priors.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Omnicount: Multi-label object counting with semantic-geometric priors
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:42:39.656261Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 671b24a3-b707-41dc-bda2-00e89fc29b94 · outbound
This paper cites Thinking with images.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Thinking with images
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:42:39.667756Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 54bc6d70-db0e-4b97-9749-2feecf785e46 · outbound
This paper cites LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL
Reference 32
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.114501Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c6303bcc-b9d2-4b01-a448-de45481f3088 · outbound
This paper cites We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?
Reference 33
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.124560Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0e8882d0-2c75-484b-93d9-0e90df5dc9bd · outbound
This paper cites QwQ-32B : Embracing the power of reinforcement learning, March 2025.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning QwQ-32B : Embracing the power of reinforcement learning, March 2025
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:42:39.674868Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation eb758a0e-2145-4ff9-afca-dceab286a150 · outbound
This paper cites Grounded Reinforcement Learning for Visual Reasoning.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Grounded Reinforcement Learning for Visual Reasoning
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:36:25.189444Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2aa5a4b8-039d-4a8d-936d-578fd348553f · outbound
This paper cites Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:36:25.165701Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d55c139d-dd28-4bd1-965c-94d5930f9d24 · outbound
This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 37
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.198881Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6b4bfc76-4bee-4a75-ac32-64f54fd4d0b2 · outbound
This paper cites ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration
Reference 38
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:36:25.241161Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation df381330-8b9c-4ad3-9593-fbc176df5458 · outbound
This paper cites Reflexion: Language agents with verbal reinforcement learning.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Reflexion: Language agents with verbal reinforcement learning
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:42:39.678876Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 848dac7b-ef8a-4f42-a83e-ab8cb60f7440 · outbound
This paper cites LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs
Reference 40
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-18T13:36:25.179472Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 34c7873a-49d0-4992-aa6d-4e9c1cc6747c · outbound
This paper cites Toward self-improvement of llms via imagination, searching, and criticizing.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Toward self-improvement of llms via imagination, searching, and criticizing
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:36:26.772917Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 96f4f656-afad-4a21-94d7-8d4589147942 · outbound
This paper cites Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset
Reference 42
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.223356Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 58d32fa8-b084-48b7-a943-96adcba97d2a · outbound
This paper cites Self-consistency improves chain of thought reasoning in language models.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Self-consistency improves chain of thought reasoning in language models
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:36:26.764897Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 567823d3-0618-4525-af76-ca165c7c2c7a · outbound
This paper cites Chain-of-thought prompting elicits reasoning in large language models.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Chain-of-thought prompting elicits reasoning in large language models
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:36:26.769023Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0706187b-201c-4eee-8fa5-6dc413ea7157 · outbound
This paper cites Open vision reasoner: Transferring linguistic cognitive behavior for visual reasoning.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Open vision reasoner: Transferring linguistic cognitive behavior for visual reasoning
Reference 45
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:36:25.136959Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f669f1a8-8023-4c2a-8d36-def6a0b6de81 · outbound
This paper cites SpatialScore: Towards Comprehensive Evaluation for Spatial Intelligence.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning SpatialScore: Towards Comprehensive Evaluation for Spatial Intelligence
Reference 47
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.264926Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e64e0d55-fe91-403e-8dc5-24610c1afd0b · outbound
This paper cites V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs
Reference 48
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:36:25.246023Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 17b940df-2077-4fa0-ac82-5b632675a6f1 · outbound
This paper cites Grounded Chain-of-Thought for Multimodal Large Language Models.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Grounded Chain-of-Thought for Multimodal Large Language Models
Reference 49
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:36:25.208637Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 09915245-a471-48c9-899f-0195c2f18fa8 · outbound
This paper cites Self-evaluation guided beam search for reasoning.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Self-evaluation guided beam search for reasoning
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:36:26.776685Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ef47cf23-1767-48a0-8c37-d3d5bfeceadf · outbound
This paper cites LLaVA-CoT: Let Vision Language Models Reason Step-by-Step.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning LLaVA-CoT: Let Vision Language Models Reason Step-by-Step
Reference 51
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.280777Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c2ff1905-bcb4-4ad8-b597-6d20402c7b01 · outbound
This paper cites GeoSense: Evaluating Identification and Application of Geometric Principles in Multimodal Reasoning.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning GeoSense: Evaluating Identification and Application of Geometric Principles in Multimodal Reasoning
Reference 52
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:36:25.255208Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d0084653-492f-4f57-86f7-7dbd5c26c31e · outbound
This paper cites Set-of-mark prompting unleashes extraordinary visual grounding in gpt-4v.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Set-of-mark prompting unleashes extraordinary visual grounding in gpt-4v
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:36:26.761087Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ada1b670-4925-4ab9-8335-318ae0fea32d · outbound
This paper cites R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization
Reference 54
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.260535Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1901e20f-0587-4281-904a-fc08c4dbeab0 · outbound
This paper cites Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search
Reference 55
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:36:25.218707Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b1cb55ff-7440-413f-84dc-0803f795c833 · outbound
This paper cites Tree of thoughts: Deliberate problem solving with large language models.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Tree of thoughts: Deliberate problem solving with large language models
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:36:26.757761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c9be5a1e-b53a-4b62-b4db-e4ca1eede66e · outbound
This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning DAPO: An Open-Source LLM Reinforcement Learning System at Scale
Reference 57
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.307894Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 64f8fb67-8516-4565-a997-430f917769b6 · outbound
This paper cites MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?
Reference 58
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.269615Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1c72cbf4-188f-4bfd-9167-af8f49785e6a · outbound
This paper cites Improve Vision Language Model Chain-of-thought Reasoning.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Improve Vision Language Model Chain-of-thought Reasoning
Reference 59
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-18T13:36:25.275632Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b35e14bb-6c22-4050-877b-00556a8a467d · outbound
This paper cites Adaptive Chain-of-Focus Reasoning via Dynamic Visual Search and Zooming for Efficient VLMs.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Adaptive Chain-of-Focus Reasoning via Dynamic Visual Search and Zooming for Efficient VLMs
Reference 60
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.119251Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e14bc0e6-da42-4368-9d66-5d4696bbf492 · outbound
This paper cites DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning
Reference 61
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.292168Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0cf59d23-0df2-4584-a084-056771c44046 · outbound
This paper cites Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models
Reference 62
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:36:25.228065Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f714d8db-b659-4c1e-b422-80eb5910e66a · outbound
This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models
Reference 63
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:36:25.250615Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fe667d02-bb25-4f8e-b3e8-a8bef73ff84b · outbound
This paper cites @esa (Ref.
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:42:39.652566Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3acfbb19-209a-46af-ba66-2e891a7e98ee · outbound
This paper cites an unresolved cited work.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T13:36:26.754015Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation dddb4ee2-b4b7-4bc8-b4bf-9f7c464dc0d2 · outbound
This paper cites (QGT+ o/߸ ;fQ Zt鐒gvZxG*J Y ȮY! dZs (HE E 2 n=#R.
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning (QGT+ o/߸ ;fQ Zt鐒gvZxG*J Y ȮY! dZs (HE E 2 n=#R
Reference 66
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-18T13:36:25.160912Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Pith citing papers
No inbound Pith citation observations are available.