NeurIPS "multimodal reasoning" Papers

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Accelerating Multimodal Large Language Models via Dynamic Visual-Token Exit and the Empirical Findings

Qiong Wu, Wenhao Lin, Yiyi Zhou et al.

NeurIPS 2025posterarXiv:2411.19628

Bifrost-1: Bridging Multimodal LLMs and Diffusion Models with Patch-level CLIP Latents

Han Lin, Jaemin Cho, Amir Zadeh et al.

NeurIPS 2025posterarXiv:2508.05954

DreamPRM: Domain-reweighted Process Reward Model for Multimodal Reasoning

Qi Cao, Ruiyi Wang, Ruiyi Zhang et al.

NeurIPS 2025posterarXiv:2505.20241

Fast-in-Slow: A Dual-System VLA Model Unifying Fast Manipulation within Slow Reasoning

Hao Chen, Jiaming Liu, Chenyang Gu et al.

NeurIPS 2025poster

NoisyGRPO: Incentivizing Multimodal CoT Reasoning via Noise Injection and Bayesian Estimation

Longtian Qiu, Shan Ning, Jiaxuan Sun et al.

NeurIPS 2025posterarXiv:2510.21122

Towards Physics-informed Spatial Intelligence with Human Priors: An Autonomous Driving Pilot Study

Guanlin (Frank) Wu, Boyan Su, Yang Zhao et al.

NeurIPS 2025spotlightarXiv:2510.21160