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Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models (AI summary)
Yixin Liu, Kai Zhang, Yuan Li, Zhiling Yan, Chujie Gao, Ruoxi Chen, Zhengqing Yuan, Yue Huang, Hanchi Sun, Jianfeng Gao, Lifang He, Lichao Sun
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KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents (AI summary)
Yuqi Zhu, Shuofei Qiao, Yixin Ou, Shumin Deng, Ningyu Zhang, Shiwei Lyu, Yue Shen, Lei Liang, Jinjie Gu, Huajun Chen
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Retrieval-Augmented Generation for AI-Generated Content: A Survey (AI summary)
Penghao Zhao, Hailin Zhang, Qinhan Yu, Zhengren Wang, Yunteng Geng, Fangcheng Fu, Ling Yang, Wentao Zhang, Bin Cui
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Can Large Language Models Reason and Plan? (AI summary)
Subbarao Kambhampati
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GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection (AI summary)
Jiawei Zhao, Zhenyu Zhang, Beidi Chen, Zhangyang Wang, Anima Anandkumar, Yuandong Tian
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Functional Benchmarks for Robust Evaluation of Reasoning Performance, and the Reasoning Gap (AI summary)
Saurabh Srivastava, Annarose M B, Anto P V, Shashank Menon, Ajay Sukumar, Adwaith Samod T, Alan Philipose, Stevin Prince, Sooraj Thomas
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PlanGPT: Enhancing Urban Planning with Tailored Language Model and Efficient Retrieval (AI summary)
He Zhu, Wenjia Zhang, Nuoxian Huang, Boyang Li, Luyao Niu, Zipei Fan, Tianle Lun, Yicheng Tao, Junyou Su, Zhaoya Gong, Chenyu Fang, Xing Liu
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Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey (AI summary)
Xi Fang, Weijie Xu, Fiona Anting Tan, Jiani Zhang, Ziqing Hu, Yanjun Qi, Scott Nickleach, Diego Socolinsky, Srinivasan Sengamedu, Christos Faloutsos
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EMO: Emote Portrait Alive -- Generating Expressive Portrait Videos with Audio2Video Diffusion Model under Weak Conditions (AI summary)
Linrui Tian, Qi Wang, Bang Zhang, Liefeng Bo
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Empowering Large Language Model Agents through Action Learning (AI summary)
Haiteng Zhao, Chang Ma, Guoyin Wang, Jing Su, Lingpeng Kong, Jingjing Xu, Zhi-Hong Deng, Hongxia Yang
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