BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning | Paper Citation Record

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Reference 86

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning Understanding the Dark Side of LLM s' Intrinsic Self-Correction

Reference 87

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 88

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning OpenAI GPT-5 System Card

Reference 89

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Observation 25fdc7b9-3840-469a-bdd6-925fe3d37905 · outbound

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning GPT-4o System Card

Reference 90

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning DeepEyesV2: Toward Agentic Multimodal Model

Reference 91

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning

Reference 92

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning arXiv preprint arXiv:2603.14117 , year=

Reference 93

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning arXiv preprint arXiv:2602.14482 , year=

Reference 94

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning arXiv preprint arXiv:2507.07999 , year=

Reference 95

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Observation a516e295-e227-4eaa-bd61-22258920cbf1 · outbound

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning Thyme: Think Beyond Images

Reference 96

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning

Reference 97

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning V-Reflection: Transforming MLLMs from Passive Observers to Active Interrogators

Reference 98

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , month =

Reference 99

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 100

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans? , url =

Reference 101

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Observation a01699c6-0917-46cb-ae43-60f7ade47ac1 · outbound

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning Are We on the Right Way for Evaluating Large Vision-Language Models? , volume =

Reference 102

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?

Reference 103

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Observation ced1ce74-95fd-4285-bddf-3cb6773ab4c0 · outbound

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts , volume =

Reference 104

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Observation adc3d64e-27e1-4319-847a-b030789dc4fb · outbound

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning MATHVERSE: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?

Reference 105

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Observation 095fd4e9-45a7-4759-8439-361cee520a1a · outbound

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning OpenAI o1 System Card

Reference 106

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning 2024 , howpublished =

Reference 107

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning Learning Self-Correction in Vision-Language Models via Rollout Augmentation

Reference 108

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Observation f1d1935a-88bd-43cc-8e4b-cd32e09b1cd6 · outbound

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models

Reference 109

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Observation ac7f4469-3187-48a0-ae8c-a5b8904426d0 · outbound

This paper cites SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models.

BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models

Reference 110

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning arXiv e-prints , pages=

Reference 111

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Observation 084e1db9-ad57-4000-992f-16e9d9cd52b5 · outbound

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning , url =

Reference 112

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Observation 1668c00a-11bd-4f32-9452-3abe56bea70a · outbound

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning , url =

Reference 113

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Observation 9608b798-0d8e-410c-bbe9-28a52d51051b · outbound

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning AnE: Pushing the Reasoning Frontier of Multimodal LLMs via Anchor Evolution

Reference 114

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Observation 0b1d2f60-049f-44ea-9816-a9f5114e4743 · outbound

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning Qwen3-VL Technical Report

Reference 115

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Observation fe1aec17-3beb-4f6a-9b34-c6b15a6b3bbc · outbound

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 116

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Observation de836b1b-1e0c-430f-9b32-499e86d873c7 · outbound

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BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning 2025 , eprint=

Reference 117

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