Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-18T01:17:55.500268Z
Paper Citation Record · LEDGER
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
As of 14 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 54 inbound Pith citation observations for arXiv:2509.07969.
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 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-12T20:43:52.502221Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
Reference resolution
51 of 51 outbound references displayed
- verified exact30
- verified fuzzy18
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch3
External citation measurements
0
pith, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation 29292827-3db2-486f-aa57-27256a6f0abd · outbound
This paper cites End-to-end rl training for emerging agentic capabilities.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search End-to-end rl training for emerging agentic capabilities
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T01:17:55.753741Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1177d351-b648-464e-8b66-dca5c42bcf72 · outbound
This paper cites Flamingo: a visual language model for few-shot learning.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Flamingo: a visual language model for few-shot learning
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T01:17:55.700245Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 60926fe9-2b51-43da-99e7-d36ac3d0fe89 · outbound
This paper cites Claude 3.5 Sonnet.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Claude 3.5 Sonnet
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T01:17:55.703924Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation bd5801c3-3ef1-474f-8150-956278bee8b6 · outbound
This paper cites Qwen2.5-VL Technical Report.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Qwen2.5-VL Technical Report
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:17:55.635166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f08f5064-e365-4021-ad23-68bb049e3198 · outbound
This paper cites Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T01:17:55.711358Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 83194700-3e36-47b9-acfe-ce0ef2d310ab · outbound
This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:17:55.640005Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation cf5555a3-91d0-472c-b320-e5c9e72f4d97 · outbound
This paper cites WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent
Reference 7
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:17:55.644770Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3e7641fd-4b35-4fd9-9032-e4e2dc37d958 · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 8
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:17:55.649344Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 954219df-594d-4f8e-8c2b-76552bcc5654 · outbound
This paper cites Llava-uhd: an lmm perceiving any aspect ratio and high-resolution images.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Llava-uhd: an lmm perceiving any aspect ratio and high-resolution images
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T01:17:55.726090Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9937cf10-b2ee-499c-97ed-6b226d3e1a4c · outbound
This paper cites REINFORCE++: Stabilizing Critic-Free Policy Optimization with Global Advantage Normalization.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search REINFORCE++: Stabilizing Critic-Free Policy Optimization with Global Advantage Normalization
Reference 10
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-18T01:17:55.653750Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 99990f56-d569-45b9-a0b4-c0c7fb008588 · outbound
This paper cites Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:17:55.658502Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b1326d94-34ca-4045-b2c9-b94ba72f6096 · outbound
This paper cites High-Resolution Visual Reasoning via Multi-Turn Grounding-Based Reinforcement Learning.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search High-Resolution Visual Reasoning via Multi-Turn Grounding-Based Reinforcement Learning
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:17:55.662734Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 90015bd6-9f86-4ffe-a7cb-3ea3f2900f22 · outbound
This paper cites GPT-4o System Card.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search GPT-4o System Card
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:17:55.667127Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3d77dbb2-6eb4-4ab0-9026-8f07a936a697 · outbound
This paper cites Buy 4 reinforce samples, get a baseline for free! In DeepRLStructPred@ICLR.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Buy 4 reinforce samples, get a baseline for free! In DeepRLStructPred@ICLR
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T01:17:55.746310Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 7d4d5989-5aba-42e6-80d8-c530da6a9aa2 · outbound
This paper cites LLaVA-OneVision: Easy Visual Task Transfer.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search LLaVA-OneVision: Easy Visual Task Transfer
Reference 15
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:17:55.672088Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4decabbf-88ca-4b45-9f26-4fc0e6e38fec · outbound
This paper cites Aria: An Open Multimodal Native Mixture-of-Experts Model.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Aria: An Open Multimodal Native Mixture-of-Experts Model
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T01:17:55.677423Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ce7eca06-4527-4969-bc2d-cd8ca7de113a · outbound
This paper cites DyFo: A Training-Free Dynamic Focus Visual Search for Enhancing LMMs in Fine-Grained Visual Understanding.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search DyFo: A Training-Free Dynamic Focus Visual Search for Enhancing LMMs in Fine-Grained Visual Understanding
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T01:17:55.682640Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b7990892-a328-47a6-b3cf-d1b4d368752d · outbound
This paper cites Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T01:17:55.761979Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ffbbbbdb-77e0-4595-89f7-d4ccdb1ba77c · outbound
This paper cites WebSailor: Navigating Super-human Reasoning for Web Agent.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search WebSailor: Navigating Super-human Reasoning for Web Agent
Reference 19
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:17:55.686430Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3ad2d55c-87ec-4197-8706-30684875b56a · outbound
This paper cites Remax: A simple, effective, and efficient method for aligning large language models.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Remax: A simple, effective, and efficient method for aligning large language models
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T01:17:55.707673Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1608f125-0930-4e78-b52a-7949511fec27 · outbound
This paper cites Vila: On pre-training for visual language models.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Vila: On pre-training for visual language models
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T01:17:55.714751Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4902e45a-49c9-4595-88fa-6e5f0f7b836e · outbound
This paper cites Visual instruction tuning.Advances in neural information processing systems, 36.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Visual instruction tuning.Advances in neural information processing systems, 36
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T01:17:55.718786Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c8166fcb-4fac-4ded-8a93-f850cf6f48bf · outbound
This paper cites Understanding r1-zero-like training: A critical perspective.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Understanding r1-zero-like training: A critical perspective
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T01:17:55.722305Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 15cec958-7ec3-4615-9b26-6c5f62af0959 · outbound
This paper cites Visual-RFT: Visual Reinforcement Fine-Tuning.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Visual-RFT: Visual Reinforcement Fine-Tuning
Reference 24
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:17:55.691214Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 7140552f-ec9d-448e-97bf-b4347eeb36f3 · outbound
This paper cites Agent RL Scaling Law: Agent RL with Spontaneous Code Execution for Mathematical Problem Solving.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Agent RL Scaling Law: Agent RL with Spontaneous Code Execution for Mathematical Problem Solving
Reference 25
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-18T01:17:55.696222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ccef3016-2af6-4d21-82e4-97fc9798ed8a · outbound
This paper cites MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning
Reference 26
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:17:55.540566Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 69fc7c65-c791-483a-b964-f23b86a13093 · outbound
This paper cites Llama 3.2: Revolutionizing edge AI and vision with open, customizable models.https://ai.meta.com/ blog/llama-3-2-connect-2024-vision-edge-mobile-devices/.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Llama 3.2: Revolutionizing edge AI and vision with open, customizable models.https://ai.meta.com/ blog/llama-3-2-connect-2024-vision-edge-mobile-devices/
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T01:17:55.741864Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f4f7c911-4a12-45a7-b204-573176618afa · outbound
This paper cites Introducing o3 and o4-mini.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Introducing o3 and o4-mini
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T01:17:55.750102Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d7f46d92-47e2-41d1-bee6-7e72e91acd75 · outbound
This paper cites Proximal Policy Optimization Algorithms.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Proximal Policy Optimization Algorithms
Reference 29
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:17:55.545588Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ff6429e6-b6a8-4afc-924b-560804782696 · outbound
This paper cites Visual cot: Unleashing chain-of-thought reasoning in multi-modal language models.CoRR.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Visual cot: Unleashing chain-of-thought reasoning in multi-modal language models.CoRR
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T01:17:55.757623Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ac560eb6-3b1d-472b-bf83-2457d50a12f5 · outbound
This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 31
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:17:55.550696Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6ed13dfe-f0ce-474e-9082-326250f23159 · outbound
This paper cites Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning
Reference 32
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:17:55.555961Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 151c97e6-cc10-440d-8fa4-b7e7bf2c842b · outbound
This paper cites WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T01:17:55.562327Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d734f225-f6ed-4564-bf8f-dc6668e9d407 · outbound
This paper cites Gemini: A Family of Highly Capable Multimodal Models.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Gemini: A Family of Highly Capable Multimodal Models
Reference 34
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:17:55.567798Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f313d6f3-5f16-498b-8f70-3f2e75b6bbed · outbound
This paper cites Kimi K2: Open Agentic Intelligence.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Kimi K2: Open Agentic Intelligence
Reference 35
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:17:55.572827Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ff25f9ea-9d50-4bec-a63e-616b03eb82c8 · outbound
This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Kimi k1.5: Scaling Reinforcement Learning with LLMs
Reference 36
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:17:55.578434Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation cfdd6017-786b-478c-ab35-6ab030ffa581 · outbound
This paper cites Divide, conquer and combine: A training-free framework for high-resolution image perception in multimodal large language models.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Divide, conquer and combine: A training-free framework for high-resolution image perception in multimodal large language models
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T01:17:55.729789Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d675e7e9-60aa-4a7e-9266-62669caf40b5 · outbound
This paper cites Chain-of-thought prompting elicits reasoning in large language models.Advancesin neural information processing systems, 35:24824–24837.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Chain-of-thought prompting elicits reasoning in large language models.Advancesin neural information processing systems, 35:24824–24837
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T01:17:55.733993Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 85a9bdd8-8d8b-4cfe-a3e8-a3b136ec7bd7 · outbound
This paper cites Williams.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Williams
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T01:17:55.737907Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e3eace9c-2aa3-48a9-a23e-147b65808920 · outbound
This paper cites MMSearch-R1: Incentivizing LMMs to Search.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search MMSearch-R1: Incentivizing LMMs to Search
Reference 40
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:17:55.583663Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation dd33bbd8-25a1-41b8-bbcc-b9aba8747834 · outbound
This paper cites V?: Guided visual search as a core mechanism in multimodal llms.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search V?: Guided visual search as a core mechanism in multimodal llms
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T01:17:55.766691Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3b1a0ca3-49ad-4662-8895-f46c2393af3f · outbound
This paper cites SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning
Reference 42
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T01:17:55.589474Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8fecda78-1b5d-476b-9704-a0d4e552fa10 · outbound
This paper cites VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning.
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 2026-08-13T06:32:02.005865+00:00.
Observation 788e808d-c908-4a44-9052-532e431e225d · outbound
This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search DAPO: An Open-Source LLM Reinforcement Learning System at Scale
Reference 44
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:17:55.600238Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 97056f1a-adc4-4ccf-9f22-bc99fb9b702c · outbound
This paper cites R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization
Reference 45
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:17:55.605284Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 671d308a-4d0b-4d9e-a5c5-56e4f07814f6 · outbound
This paper cites Adaptive Chain-of-Focus Reasoning via Dynamic Visual Search and Zooming for Efficient VLMs.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Adaptive Chain-of-Focus Reasoning via Dynamic Visual Search and Zooming for Efficient VLMs
Reference 46
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:17:55.610439Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9c4eeec9-5ada-426f-820e-784751e2997d · outbound
This paper cites MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
Reference 47
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:17:55.615547Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c88db8b6-5da1-46fd-824e-238d0bee044b · outbound
This paper cites Group Sequence Policy Optimization.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Group Sequence Policy Optimization
Reference 48
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:17:55.620719Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6c960514-3cc9-4ad1-a993-820bdeb795d9 · outbound
This paper cites DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning
Reference 49
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:17:55.625097Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4c998114-7864-4675-9dde-808de3ca7f18 · outbound
This paper cites R1-Zero's "Aha Moment" in Visual Reasoning on a 2B Non-SFT Model.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search R1-Zero's "Aha Moment" in Visual Reasoning on a 2B Non-SFT Model
Reference 50
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T07:13:47.672124Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation dce92b3f-4e41-44b5-80c0-70e59af4e30f · outbound
This paper cites ACTIVE-o3: Empowering MLLMs with Active Perception via Pure Reinforcement Learning.
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search ACTIVE-o3: Empowering MLLMs with Active Perception via Pure Reinforcement Learning
Reference 51
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-09T03:07:59.867366Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Pith citing papers
Observation cab40d12-5595-423b-81ed-3234d75fa170 · inbound
DeepEyesV2: Toward Agentic Multimodal Model cites this paper.
DeepEyesV2: Toward Agentic Multimodal Model Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T01:17:55.768539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6150b946-ece1-4b44-b2e7-ff21333584e0 · inbound
CropVLM: Learning to Zoom for Fine-Grained Vision-Language Perception cites this paper.
CropVLM: Learning to Zoom for Fine-Grained Vision-Language Perception Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T01:17:55.768539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 26f3a2ca-3b4b-48ea-ab40-dd01eec2f3fe · inbound
Boosting Reasoning in Large Multimodal Models via Activation Replay cites this paper.
Boosting Reasoning in Large Multimodal Models via Activation Replay Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T01:17:55.768539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8d37bdbf-de01-4bb0-bb10-9a9bb0c08228 · inbound
Skyra: AI-Generated Video Detection via Grounded Artifact Reasoning cites this paper.
Skyra: AI-Generated Video Detection via Grounded Artifact Reasoning Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 32
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T16:44:15.918442Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6eb22f99-9523-4dad-86c9-57445cce0107 · inbound
AdaTooler-V: Adaptive Tool-Use for Images and Videos cites this paper.
AdaTooler-V: Adaptive Tool-Use for Images and Videos Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T01:17:55.768539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation aa6dc836-b55c-4daf-9af4-0e47f656da91 · inbound
VideoThinker: Building Agentic VideoLLMs with LLM-Guided Tool Reasoning cites this paper.
VideoThinker: Building Agentic VideoLLMs with LLM-Guided Tool Reasoning Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T01:17:55.768539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 47907d39-fa10-4af2-9964-78c1cd2bb719 · inbound
Imagination Helps Visual Reasoning, But Not Yet in Latent Space cites this paper.
Imagination Helps Visual Reasoning, But Not Yet in Latent Space Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:40:31.055040Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0e2d2ac-a1aa-4845-ab46-49f8b9db3524 · inbound
SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception and Planning cites this paper.
SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception and Planning Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T19:34:58.789459Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63d30524-ffeb-4982-878d-2cf6bf74c372 · inbound
Fully Spiking Neural Networks with Target Awareness for Energy-Efficient UAV Tracking cites this paper.
Fully Spiking Neural Networks with Target Awareness for Energy-Efficient UAV Tracking Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T16:55:20.099628Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57dca67a-1834-4565-b692-bb771e4fce28 · inbound
Learning to Focus and Precise Cropping: A Reinforcement Learning Framework with Information Gaps and Grounding Loss for MLLMs cites this paper.
Learning to Focus and Precise Cropping: A Reinforcement Learning Framework with Information Gaps and Grounding Loss for MLLMs Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T01:17:55.768539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1c866338-955d-43b4-b880-12fce2592431 · inbound
CharTool: Tool-Integrated Visual Reasoning for Chart Understanding cites this paper.
CharTool: Tool-Integrated Visual Reasoning for Chart Understanding Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T01:17:55.768539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation adcabed8-92da-4e6d-8ca6-ba96141488a6 · inbound
Speaker-Reasoner: Scaling Interaction Turns and Reasoning Patterns for Timestamped Speaker-Attributed ASR cites this paper.
Speaker-Reasoner: Scaling Interaction Turns and Reasoning Patterns for Timestamped Speaker-Attributed ASR Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T01:17:55.768539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 5faa6fd7-50f9-480d-be80-305e691693eb · 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 Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T01:17:55.768539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d5f00aad-0671-47bd-8a79-5cfd3cddbda1 · inbound
Q-Zoom: Query-Aware Adaptive Perception for Efficient Multimodal Large Language Models cites this paper.
Q-Zoom: Query-Aware Adaptive Perception for Efficient Multimodal Large Language Models Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T01:17:55.768539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f455e523-7153-4d19-ae09-bac1b7cd99b5 · inbound
Act Wisely: Cultivating Meta-Cognitive Tool Use in Agentic Multimodal Models cites this paper.
Act Wisely: Cultivating Meta-Cognitive Tool Use in Agentic Multimodal Models Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T01:17:55.768539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3c613900-5153-4e80-90ba-f2c1ecea7895 · inbound
HiVLA: A Visual-Grounded-Centric Hierarchical Embodied Manipulation System cites this paper.
HiVLA: A Visual-Grounded-Centric Hierarchical Embodied Manipulation System Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 21
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-18T01:17:55.768539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 78dbfcfd-e274-4c10-a59c-ce8cacb6d9cf · inbound
HiVLA: A Visual-Grounded-Centric Hierarchical Embodied Manipulation System cites this paper.
HiVLA: A Visual-Grounded-Centric Hierarchical Embodied Manipulation System Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 21
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-18T01:17:55.768539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 262db4a5-b9ec-4106-8d52-74356b550aa0 · inbound
Q-DeepSight: Incentivizing Thinking with Images for Image Quality Assessment and Refinement cites this paper.
Q-DeepSight: Incentivizing Thinking with Images for Image Quality Assessment and Refinement Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T01:17:55.768539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e4196374-9924-4ebd-a0f0-83197c99ea33 · inbound
Visual Reasoning through Tool-supervised Reinforcement Learning cites this paper.
Visual Reasoning through Tool-supervised Reinforcement Learning Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T01:17:55.768539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 64409e3a-b89e-4d25-a848-373901033fff · inbound
Hierarchical Visual Agent: Managing Contexts in Joint Image-Text Space for Advanced Chart Reasoning cites this paper.
Hierarchical Visual Agent: Managing Contexts in Joint Image-Text Space for Advanced Chart Reasoning Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 10
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-18T01:17:55.768539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f92710ac-4237-480b-964d-c2690ffaec4c · inbound
Hierarchical Visual Agent: Managing Contexts in Joint Image-Text Space for Advanced Chart Reasoning cites this paper.
Hierarchical Visual Agent: Managing Contexts in Joint Image-Text Space for Advanced Chart Reasoning Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 37
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T01:17:55.768539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 24f444e1-e558-4d3e-8d29-2737846ab1c8 · inbound
Beyond Thinking: Imagining in 360$^\circ$ for Humanoid Visual Search cites this paper.
Beyond Thinking: Imagining in 360$^\circ$ for Humanoid Visual Search Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 39
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-18T01:17:55.768539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6b0de8fe-715c-48b1-8bfa-47e120bfa0c7 · inbound
Starve to Perceive: Taming Lazy Perception in VLMs with Constrained Visual Bandwidth cites this paper.
Starve to Perceive: Taming Lazy Perception in VLMs with Constrained Visual Bandwidth Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-05-20T10:53:13.107658Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b6910714-819b-4198-a664-1471279415de · inbound
Starve to Perceive: Taming Lazy Perception in VLMs with Constrained Visual Bandwidth cites this paper.
Starve to Perceive: Taming Lazy Perception in VLMs with Constrained Visual Bandwidth Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T16:34:34.452430Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 138f5f30-375d-474b-9eb3-dfe4dd5f176a · inbound
Vision-OPD: Learning to See Fine Details for Multimodal LLMs via On-Policy Self-Distillation cites this paper.
Vision-OPD: Learning to See Fine Details for Multimodal LLMs via On-Policy Self-Distillation Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 17
- Resolution
- verified exact
- local_arxiv, observed 2026-05-20T10:58:13.461495Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 71e0dbc5-ee95-4e2f-a797-8dedbe52a45d · inbound
Vision-OPD: Learning to See Fine Details for Multimodal LLMs via On-Policy Self-Distillation cites this paper.
Vision-OPD: Learning to See Fine Details for Multimodal LLMs via On-Policy Self-Distillation Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 21
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T14:55:48.545172Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9040cf63-ecff-4e95-bc63-1fd30c12b774 · inbound
CaptchaMind: Training CAPTCHA Solvers via Reinforcement Learning with Explicit Reasoning Supervision cites this paper.
CaptchaMind: Training CAPTCHA Solvers via Reinforcement Learning with Explicit Reasoning Supervision Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 8
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-20T06:18:05.559553Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 49478add-840f-41be-ab64-5d9b167f70de · inbound
Are Tools Always Beneficial? Learning to Invoke Tools Adaptively for Dual-Mode Multimodal LLM Reasoning cites this paper.
Are Tools Always Beneficial? Learning to Invoke Tools Adaptively for Dual-Mode Multimodal LLM Reasoning Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 62
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-20T06:18:05.295992Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 54735f58-722c-4a70-8f80-4761525b113a · inbound
CaST-Bench: Benchmarking Causal Chain-Grounded Spatio-Temporal Reasoning for Video Question Answering cites this paper.
CaST-Bench: Benchmarking Causal Chain-Grounded Spatio-Temporal Reasoning for Video Question Answering Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 18
- Resolution
- verified exact
- local_arxiv, observed 2026-05-25T04:55:23.175346Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 19ad722c-355e-42a7-b8c9-575c285e5d91 · inbound
CaST-Bench: Benchmarking Causal Chain-Grounded Spatio-Temporal Reasoning for Video Question Answering cites this paper.
CaST-Bench: Benchmarking Causal Chain-Grounded Spatio-Temporal Reasoning for Video Question Answering Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 18
- Resolution
- verified exact
- local_arxiv, observed 2026-07-04T00:49:17.504330Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 08a765db-0717-4de5-9e0c-a69983a8d92a · inbound
InterSketch: An Interleaved Reasoning Model with Self-correcting Visual Sketch and Stepwise Reward cites this paper.
InterSketch: An Interleaved Reasoning Model with Self-correcting Visual Sketch and Stepwise Reward Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 8
- Resolution
- verified exact
- local_arxiv, observed 2026-06-29T17:53:46.814976Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e737e45d-19d2-47cf-8788-88ab3bf21472 · inbound
Self-Prophetic Decoding to Unlock Visual Search in LVLMs cites this paper.
Self-Prophetic Decoding to Unlock Visual Search in LVLMs Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 7
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-29T13:03:26.903419Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a4d415a6-9e70-47f4-956a-0bde22a388d5 · inbound
Agent Explorative Policy Optimization for Multimodal Agentic Reasoning cites this paper.
Agent Explorative Policy Optimization for Multimodal Agentic Reasoning Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 8
- Resolution
- verified exact
- local_arxiv, observed 2026-06-29T12:23:23.732689Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 58038a7d-f680-4bd6-a80b-ec76f2d7fe5b · inbound
DeepLatent: Think with Images via Parallel Latent Visual Reasoning cites this paper.
DeepLatent: Think with Images via Parallel Latent Visual Reasoning Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 67
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-28T19:52:36.134672Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 558e4edc-37f8-4125-ad21-07b507ea1b10 · inbound
Thinking with Imagination: Agentic Visual Spatial Reasoning with World Simulators cites this paper.
Thinking with Imagination: Agentic Visual Spatial Reasoning with World Simulators Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 26
- Resolution
- verified exact
- local_arxiv, observed 2026-07-02T12:06:56.227382Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c0efb877-2914-4a97-9c71-ab04f65d4a87 · inbound
Kwai Keye-VL-2.0 Technical Report cites this paper.
Kwai Keye-VL-2.0 Technical Report Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 84
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-03T04:27:36.958572Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 5eec087c-2c3d-4788-ab20-714d8821c7f0 · inbound
UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA cites this paper.
UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 277
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-03T09:47:59.594907Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e24d01ef-3183-4940-b9e0-8eaab648a988 · inbound
Latent Visual States for Efficient Multimodal Reasoning cites this paper.
Latent Visual States for Efficient Multimodal Reasoning Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 21
- Resolution
- verified exact
- local_arxiv, observed 2026-07-04T16:29:57.252282Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 90d230d9-43bd-453e-84b1-995d8a0f0803 · inbound
V-Zero: Answer-Label-Free On-Policy Distillation with Contrastive Evidence Gating for Fine-Grained Visual Reasoning cites this paper.
V-Zero: Answer-Label-Free On-Policy Distillation with Contrastive Evidence Gating for Fine-Grained Visual Reasoning Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 76
- Resolution
- verified exact
- local_arxiv, observed 2026-07-04T19:20:06.678009Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 18a4dbdc-2b5d-4471-9af2-5ba1017eb83a · inbound
DiCoBench: Benchmarking Multi-Image Fine-Grained Perception via Differential and Commonality Visual Cues cites this paper.
DiCoBench: Benchmarking Multi-Image Fine-Grained Perception via Differential and Commonality Visual Cues Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 16
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-04T13:19:50.965404Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 64270dee-634b-48dc-a2f0-e07a1f443dfd · inbound
VisReflect: Latent Visual Reflection for Fine-Grained Perception in Long Visual Context cites this paper.
VisReflect: Latent Visual Reflection for Fine-Grained Perception in Long Visual Context Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 15
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-30T06:04:21.294497Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8a38018d-55a5-40ac-bf36-c258cce102d8 · inbound
PixelEyes: Decoupling Perception and Reasoning for Pinpoint Visual Evidence Seeking cites this paper.
PixelEyes: Decoupling Perception and Reasoning for Pinpoint Visual Evidence Seeking Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 18
- Resolution
- verified exact
- local_arxiv, observed 2026-07-02T19:57:19.129175Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 7cac6eaa-e046-4cdc-9f18-84c0bc825cc5 · inbound
Perceive-to-Reason: Decoupling Perception and Reasoning for Fine-Grained Visual Reasoning cites this paper.
Perceive-to-Reason: Decoupling Perception and Reasoning for Fine-Grained Visual Reasoning Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 19
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-02T13:26:58.500538Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 25e7c5ee-10dc-447f-9134-734d2d225b62 · inbound
AdaTurn: Budget-Aware Test-Time Scaling for Active Visual Perception Agents cites this paper.
AdaTurn: Budget-Aware Test-Time Scaling for Active Visual Perception Agents Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T01:50:53.534399Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1173fa4-042d-40bd-a555-22dc9e9946cd · inbound
RP-OPSD: Resolution-Privileged On-Policy Self-Distillation for Multimodal Large Language Models cites this paper.
RP-OPSD: Resolution-Privileged On-Policy Self-Distillation for Multimodal Large Language Models Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T14:46:28.517369Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25c1bf69-7aec-4a29-be85-5c4230954669 · inbound
FaithEyes: Towards Faithful Tool Use via Multi-Agent Process-Image Verification cites this paper.
FaithEyes: Towards Faithful Tool Use via Multi-Agent Process-Image Verification Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 2026
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T14:08:11.193418Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbcf8ea9-ad85-4c66-91cf-62c90d036a40 · inbound
Beacon: Knowing When and How to Perform Agentic Visual Reasoning cites this paper.
Beacon: Knowing When and How to Perform Agentic Visual Reasoning Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T02:45:28.605521Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a80f6a26-000f-463e-8577-c0dcf86fb309 · inbound
DeepVoyager-VL: Incentivizing Vision-in-the-Loop Search for Long-Horizon Multimodal Agents cites this paper.
DeepVoyager-VL: Incentivizing Vision-in-the-Loop Search for Long-Horizon Multimodal Agents Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T20:12:42.036366Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 406b1b09-af6c-4c3f-a08f-ce247c32f70b · inbound
VC-Tooler: Learning Compositional and Adaptive Visual Tool Use cites this paper.
VC-Tooler: Learning Compositional and Adaptive Visual Tool Use Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T11:21:36.905665Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7fc0f05c-885c-4999-a66e-5eedd5ebcd99 · inbound
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs cites this paper.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:08.633259Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 707b08cd-bbe9-45da-bbd1-892a8a363659 · inbound
The Illusion of Visual Tool-Use: A Causal Audit of Thinking with Images cites this paper.
The Illusion of Visual Tool-Use: A Causal Audit of Thinking with Images Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:59:57.543577Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b105647b-87f3-4fb7-82bf-6f0446626b1f · 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 Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T12:53:14.077712Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1773d0c5-1a6a-4ca3-92e4-f27f34bfb18c · inbound
InSight-doc: Agentic Visual Perception for Long-Document Understanding cites this paper.
InSight-doc: Agentic Visual Perception for Long-Document Understanding Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 93
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:43:52.502221Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0d101c4-ec71-4ecd-a035-6930c6094631 · inbound
MIRA: Medical Image Reflection for Agentic Diagnosis cites this paper.
MIRA: Medical Image Reflection for Agentic Diagnosis Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T16:38:14.130628Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.