Multimodal Reasoning Engine
![[论文评述] Octopus: Agentic Multimodal Reasoning with Six-Capability ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/octopus-agentic-multimodal-reasoning-with-six-capability-orchestration-0.png "Multimodal Reasoning Engine")
![[논문 리뷰] Omni-AutoThink: Adaptive Multimodal Reasoning via Reinforcement ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/omni-autothink-adaptive-multimodal-reasoning-via-reinforcement-learning-1.png "Multimodal Reasoning Engine")
![[论文评述] Reinforcing Multimodal Reasoning Against Visual Degradation](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/reinforcing-multimodal-reasoning-against-visual-degradation-1.png "Multimodal Reasoning Engine")
![[论文评述] Evaluating MLLMs with Multimodal Multi-image Reasoning Benchmark](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/evaluating-mllms-with-multimodal-multi-image-reasoning-benchmark-0.png "Multimodal Reasoning Engine")
![[논문 리뷰] Training Multimodal Large Reasoning Models Needs Better ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/training-multimodal-large-reasoning-models-needs-better-thoughts-a-three-stage-framework-for-long-chain-of-thought-synthesis-and-selection-0.png "Multimodal Reasoning Engine")
![[논문 리뷰] Structured Spectral Reasoning for Frequency-Adaptive Multimodal ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/structured-spectral-reasoning-for-frequency-adaptive-multimodal-recommendation-3.png "Multimodal Reasoning Engine")
![[논문 리뷰] VideoMathQA: Benchmarking Mathematical Reasoning via Multimodal ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/videomathqa-benchmarking-mathematical-reasoning-via-multimodal-understanding-in-videos-0.png "Multimodal Reasoning Engine")
![[2505.04653] Advancing Conversational Diagnostic AI with Multimodal ...](https://ar5iv.labs.arxiv.org/html/2505.04653/assets/x1.png "Multimodal Reasoning Engine")
![[논문 리뷰] Evaluating Reasoning Faithfulness in Medical Vision-Language ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/evaluating-reasoning-faithfulness-in-medical-vision-language-models-using-multimodal-perturbations-2.png "Multimodal Reasoning Engine")
![[논문 리뷰] Reasoning Guided Embeddings: Leveraging MLLM Reasoning for ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/reasoning-guided-embeddings-leveraging-mllm-reasoning-for-improved-multimodal-retrieval-0.png "Multimodal Reasoning Engine")
![[논문 리뷰] DeepSketcher: Internalizing Visual Manipulation for Multimodal ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/deepsketcher-internalizing-visual-manipulation-for-multimodal-reasoning-2.png "Multimodal Reasoning Engine")
![[论文评述] Perception, Reason, Think, and Plan: A Survey on Large ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/perception-reason-think-and-plan-a-survey-on-large-multimodal-reasoning-models-0.png "Multimodal Reasoning Engine")
![[논문 리뷰] DART: Leveraging Multi-Agent Disagreement for Tool Recruitment ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/dart-leveraging-multi-agent-disagreement-for-tool-recruitment-in-multimodal-reasoning-1.png "Multimodal Reasoning Engine")
![[Papierüberprüfung] Seeing Together: Multi-Robot Cooperative Egocentric ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/seeing-together-multi-robot-cooperative-egocentric-spatial-reasoning-with-multimodal-large-language-models-1.png "Multimodal Reasoning Engine")
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