Zobrazeno 1 - 10
of 65 295
pro vyhledávání: '"Mou AN"'
Autor:
Li, Weiqi, Zhao, Shijie, Mou, Chong, Sheng, Xuhan, Zhang, Zhenyu, Wang, Qian, Li, Junlin, Zhang, Li, Zhang, Jian
As virtual reality gains popularity, the demand for controllable creation of immersive and dynamic omnidirectional videos (ODVs) is increasing. While previous text-to-ODV generation methods achieve impressive results, they struggle with content inacc
Externí odkaz:
http://arxiv.org/abs/2412.09623
This paper proposes a distributed data-driven framework to address the challenge of dynamics learning from a large amount of training data for optimal control purposes, named distributed deep Koopman learning for control (DDKC). Suppose a system stat
Externí odkaz:
http://arxiv.org/abs/2412.07212
Autor:
Mou, Xinyi, Ding, Xuanwen, He, Qi, Wang, Liang, Liang, Jingcong, Zhang, Xinnong, Sun, Libo, Lin, Jiayu, Zhou, Jie, Huang, Xuanjing, Wei, Zhongyu
Traditional sociological research often relies on human participation, which, though effective, is expensive, challenging to scale, and with ethical concerns. Recent advancements in large language models (LLMs) highlight their potential to simulate h
Externí odkaz:
http://arxiv.org/abs/2412.03563
Autor:
AI, 01., Wake, Alan, Wang, Albert, Chen, Bei, Lv, C. X., Li, Chao, Huang, Chengen, Cai, Chenglin, Zheng, Chujie, Cooper, Daniel, Dai, Ethan, Zhou, Fan, Hu, Feng, Ji, Heng, Qiu, Howard, Zhu, Jiangcheng, Tian, Jun, Su, Katherine, Zhang, Lihuan, Li, Liying, Song, Ming, Li, Mou, Liu, Peng, Hu, Qicheng, Wang, Shawn, Zhou, Shijun, Li, Shiyong, Zhu, Tianhang, Xie, Wen, He, Xiang, Chen, Xiaobo, Hu, Xiaohui, Ren, Xiaoyi, Niu, Xinyao, Li, Yanpeng, Zhao, Yongke, Luo, Yongzhen, Xu, Yuchi, Sha, Yuxuan, Yan, Zhaodong, Liu, Zhiyuan, Zhang, Zirui
This technical report presents Yi-Lightning, our latest flagship large language model (LLM). It achieves exceptional performance, ranking 6th overall on Chatbot Arena, with particularly strong results (2nd to 4th place) in specialized categories incl
Externí odkaz:
http://arxiv.org/abs/2412.01253
Autor:
Bai, Jisheng, Liu, Haohe, Wang, Mou, Shi, Dongyuan, Wang, Wenwu, Plumbley, Mark D., Gan, Woon-Seng, Chen, Jianfeng
With the emergence of audio-language models, constructing large-scale paired audio-language datasets has become essential yet challenging for model development, primarily due to the time-intensive and labour-heavy demands involved. While large langua
Externí odkaz:
http://arxiv.org/abs/2411.18953
Trajectory prediction for multi-agents in complex scenarios is crucial for applications like autonomous driving. However, existing methods often overlook environmental biases, which leads to poor generalization. Additionally, hardware constraints lim
Externí odkaz:
http://arxiv.org/abs/2411.12313
Autor:
Mou, Wenlong, Qian, Jian
Bootstrapping and rollout are two fundamental principles for value function estimation in reinforcement learning (RL). We introduce a novel class of Bellman operators, called subgraph Bellman operators, that interpolate between bootstrapping and roll
Externí odkaz:
http://arxiv.org/abs/2411.09731
Autor:
Newlin, Nancy R., Schilling, Kurt, Koudoro, Serge, Chandio, Bramsh Qamar, Kanakaraj, Praitayini, Moyer, Daniel, Kelly, Claire E., Genc, Sila, Chen, Jian, Yang, Joseph Yuan-Mou, Wu, Ye, He, Yifei, Zhang, Jiawei, Zeng, Qingrun, Zhang, Fan, Adluru, Nagesh, Nath, Vishwesh, Pathak, Sudhir, Schneider, Walter, Gade, Anurag, Rathi, Yogesh, Hendriks, Tom, Vilanova, Anna, Chamberland, Maxime, Pieciak, Tomasz, Ciupek, Dominika, Vega, Antonio Tristán, Aja-Fernández, Santiago, Malawski, Maciej, Ouedraogo, Gani, Machnio, Julia, Ewert, Christian, Thompson, Paul M., Jahanshad, Neda, Garyfallidis, Eleftherios, Landman, Bennett A.
Publikováno v:
Machine.Learning.for.Biomedical.Imaging. 2 (2024)
White matter alterations are increasingly implicated in neurological diseases and their progression. International-scale studies use diffusion-weighted magnetic resonance imaging (DW-MRI) to qualitatively identify changes in white matter microstructu
Externí odkaz:
http://arxiv.org/abs/2411.09618
Autor:
Gao, Yingqi, Liu, Yifu, Li, Xiaoxia, Shi, Xiaorong, Zhu, Yin, Wang, Yiming, Li, Shiqi, Li, Wei, Hong, Yuntao, Luo, Zhiling, Gao, Jinyang, Mou, Liyu, Li, Yu
To tackle the challenges of large language model performance in natural language to SQL tasks, we introduce XiYan-SQL, an innovative framework that employs a multi-generator ensemble strategy to improve candidate generation. We introduce M-Schema, a
Externí odkaz:
http://arxiv.org/abs/2411.08599
Resampling methods are especially well-suited to inference with estimators that provide only "black-box'' access. Jackknife is a form of resampling, widely used for bias correction and variance estimation, that is well-understood under classical scal
Externí odkaz:
http://arxiv.org/abs/2411.02909