Zobrazeno 1 - 10
of 136 639
pro vyhledávání: '"An, Jianping"'
How to efficiently serve LLMs in practice has become exceptionally challenging due to their prohibitive memory and computation requirements. In this study, we investigate optimizing the KV cache, whose memory footprint poses a critical bottleneck in
Externí odkaz:
http://arxiv.org/abs/2411.18077
The predict-then-optimize (PTO) framework is indispensable for addressing practical stochastic decision-making tasks. It consists of two crucial steps: initially predicting unknown parameters of an optimization model and subsequently solving the prob
Externí odkaz:
http://arxiv.org/abs/2411.12653
Autor:
Zhou, Zikang, Zhou, Hengjian, Hu, Haibo, Wen, Zihao, Wang, Jianping, Li, Yung-Hui, Huang, Yu-Kai
Anticipating the multimodality of future events lays the foundation for safe autonomous driving. However, multimodal motion prediction for traffic agents has been clouded by the lack of multimodal ground truth. Existing works predominantly adopt the
Externí odkaz:
http://arxiv.org/abs/2411.11911
Publikováno v:
Automation in Construction,2017
Interoperability remains the key problem in multi-discipline collaboration based on building information modeling (BIM). Although various methods have been proposed to solve the technical issues of interoperability, such as data sharing and data cons
Externí odkaz:
http://arxiv.org/abs/2411.13580
After more than 40 years of development, the fundamental TCP/IP protocol suite, serving as the backbone of the Internet, is widely recognized for having achieved an elevated level of robustness and security. Distinctively, we take a new perspective t
Externí odkaz:
http://arxiv.org/abs/2411.09895
Autor:
Liao, Youqi, Chen, Xieyuanli, Kang, Shuhao, Li, Jianping, Dong, Zhen, Fan, Hongchao, Yang, Bisheng
OpenStreetMap (OSM), an online and versatile source of volunteered geographic information (VGI), is widely used for human self-localization by matching nearby visual observations with vectorized map data. However, due to the divergence in modalities
Externí odkaz:
http://arxiv.org/abs/2411.08665
Wearable laser scanning (WLS) system has the advantages of flexibility and portability. It can be used for determining the user's path within a prior map, which is a huge demand for applications in pedestrian navigation, collaborative mapping, augmen
Externí odkaz:
http://arxiv.org/abs/2411.07815
Autor:
Deng, Jinqiu, Chen, Ke, Li, Mingke, Zhang, Daoping, Chen, Chong, Frangi, Alejandro F., Zhang, Jianping
Diffeomorphic image registration is crucial for various medical imaging applications because it can preserve the topology of the transformation. This study introduces DCCNN-LSTM-Reg, a learning framework that evolves dynamically and learns a symmetri
Externí odkaz:
http://arxiv.org/abs/2411.02888
Full waveform inversion (FWI) is capable of reconstructing subsurface properties with high resolution from seismic data. However, conventional FWI faces challenges such as cycle-skipping and high computational costs. Recently, deep learning method ha
Externí odkaz:
http://arxiv.org/abs/2410.21776
Owing to the impressive general intelligence of large language models (LLMs), there has been a growing trend to integrate them into recommender systems to gain a more profound insight into human interests and intentions. Existing LLMs-based recommend
Externí odkaz:
http://arxiv.org/abs/2410.20642