Search Results for author: Ruiwen Kang

Found 2 papers, 0 papers with code

iMOVE: Instance-Motion-Aware Video Understanding

no code implementations17 Feb 2025 Jiaze Li, Yaya Shi, Zongyang Ma, Haoran Xu, Feng Cheng, Huihui Xiao, Ruiwen Kang, Fan Yang, Tingting Gao, Di Zhang

Enhancing the fine-grained instance spatiotemporal motion perception capabilities of Video Large Language Models is crucial for improving their temporal and general video understanding.

Computational Efficiency Video Understanding

Kwai-STaR: Transform LLMs into State-Transition Reasoners

no code implementations7 Nov 2024 Xingyu Lu, Yuhang Hu, Changyi Liu, Tianke Zhang, Zhenyu Yang, Zhixiang Ding, Shengsheng Qian, Meng Du, Ruiwen Kang, Kaiyu Tang, Fan Yang, Tingting Gao, Di Zhang, Hai-Tao Zheng, Bin Wen

In this work, we define mathematical problem-solving as a process of transiting from an initial unsolved state to the final resolved state, and propose Kwai-STaR framework, which transforms LLMs into State-Transition Reasoners to improve their intuitive reasoning capabilities.

GSM8K Mathematical Problem-Solving +1

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