Zobrazeno 1 - 10
of 16 314
pro vyhledávání: '"Gai, P"'
Autor:
Sun, Wenxuan, Yang, Zixuan, Wang, Yunli, Zhang, Zhen, Wang, Zhiqiang, Li, Yu, Yang, Jian, Yang, Yiming, Wen, Shiyang, Jiang, Peng, Gai, Kun
Advertising systems often face the multi-domain challenge, where data distributions vary significantly across scenarios. Existing domain adaptation methods primarily focus on building domain-adaptive neural networks but often rely on hand-crafted dom
Externí odkaz:
http://arxiv.org/abs/2412.08198
Autor:
Gao, Yang, Wang, Enci, Tan, Qing-Hua, Davis, Timothy A., Liang, Fu-Heng, Jiang, Xue-Jian, Gai, Ning, Jiao, Qian, Shi, DongDong, Feng, Shuai, Tang, Yanke, Li, Shijie, Wang, Yi-Fan
We present the analysis of a comprehensive sample of 352 early-type galaxies using public data, to investigate the correlations between CO luminosities and mid-infrared luminosities observed by \textit{Wide-field Infrared Survey Explorer} (\textit{WI
Externí odkaz:
http://arxiv.org/abs/2412.07176
Autor:
Yin, Yuanyang, Zhao, Yaqi, Zheng, Mingwu, Lin, Ke, Ou, Jiarong, Chen, Rui, Huang, Victor Shea-Jay, Wang, Jiahao, Tao, Xin, Wan, Pengfei, Zhang, Di, Yin, Baoqun, Zhang, Wentao, Gai, Kun
Achieving optimal performance of video diffusion transformers within given data and compute budget is crucial due to their high training costs. This necessitates precisely determining the optimal model size and training hyperparameters before large-s
Externí odkaz:
http://arxiv.org/abs/2411.17470
Autor:
Yang, Te, Jia, Jian, Zhu, Xiangyu, Zhao, Weisong, Wang, Bo, Cheng, Yanhua, Li, Yan, Liu, Shengyuan, Chen, Quan, Jiang, Peng, Gai, Kun, Lei, Zhen
Large Language Models (LLMs) have strong instruction-following capability to interpret and execute tasks as directed by human commands. Multimodal Large Language Models (MLLMs) have inferior instruction-following ability compared to LLMs. However, th
Externí odkaz:
http://arxiv.org/abs/2411.15453
Autor:
Wang, Yunli, Yang, Zixuan, Zhang, Zhen, Wang, Zhiqiang, Yang, Jian, Wen, Shiyang, Jiang, Peng, Gai, Kun
The scaling law is a notable property of neural network models and has significantly propelled the development of large language models. Scaling laws hold great promise in guiding model design and resource allocation. Recent research increasingly sho
Externí odkaz:
http://arxiv.org/abs/2411.13322
Autor:
Luo, Xinchen, Cao, Jiangxia, Sun, Tianyu, Yu, Jinkai, Huang, Rui, Yuan, Wei, Lin, Hezheng, Zheng, Yichen, Wang, Shiyao, Hu, Qigen, Qiu, Changqing, Zhang, Jiaqi, Zhang, Xu, Yan, Zhiheng, Zhang, Jingming, Zhang, Simin, Wen, Mingxing, Liu, Zhaojie, Gai, Kun, Zhou, Guorui
In recent years, with the significant evolution of multi-modal large models, many recommender researchers realized the potential of multi-modal information for user interest modeling. In industry, a wide-used modeling architecture is a cascading para
Externí odkaz:
http://arxiv.org/abs/2411.11739
The personalization techniques of diffusion models succeed in generating specific concepts but also pose threats to copyright protection and illegal use. Model Watermarking is an effective method to prevent the unauthorized use of subject-driven or s
Externí odkaz:
http://arxiv.org/abs/2411.11688
In large-scale content recommendation systems, retrieval serves as the initial stage in the pipeline, responsible for selecting thousands of candidate items from billions of options to pass on to ranking modules. Traditionally, the dominant retrieval
Externí odkaz:
http://arxiv.org/abs/2411.10057
Autor:
Lv, Xiao, Cao, Jiangxia, Guan, Shijie, Zhou, Xiaoyou, Qi, Zhiguang, Zang, Yaqiang, Li, Ming, Wang, Ben, Gai, Kun, Zhou, Guorui
Scaling-law has guided the language model designing for past years, however, it is worth noting that the scaling laws of NLP cannot be directly applied to RecSys due to the following reasons: (1) The amount of training samples and model parameters is
Externí odkaz:
http://arxiv.org/abs/2411.09425
In the asymptotic limit of a large diffusivity ratio, certain two-component reaction-diffusion (RD) systems can admit localized spike solutions on a 1-D finite domain in a far-from-equilibrium nonlinear regime. It is known that two distinct bifurcati
Externí odkaz:
http://arxiv.org/abs/2411.00763