Zobrazeno 1 - 10
of 34 830
pro vyhledávání: '"LIU, Ming"'
Autor:
Zhang, Charles, Peng, Benji, Sun, Xintian, Niu, Qian, Liu, Junyu, Chen, Keyu, Li, Ming, Feng, Pohsun, Bi, Ziqian, Liu, Ming, Zhang, Yichao, Fei, Cheng, Yin, Caitlyn Heqi, Yan, Lawrence KQ, Wang, Tianyang
Word embeddings and language models have transformed natural language processing (NLP) by facilitating the representation of linguistic elements in continuous vector spaces. This review visits foundational concepts such as the distributional hypothes
Externí odkaz:
http://arxiv.org/abs/2411.05036
Autor:
Chen, Keyu, Fei, Cheng, Bi, Ziqian, Liu, Junyu, Peng, Benji, Zhang, Sen, Pan, Xuanhe, Xu, Jiawei, Wang, Jinlang, Yin, Caitlyn Heqi, Zhang, Yichao, Feng, Pohsun, Wen, Yizhu, Wang, Tianyang, Li, Ming, Ren, Jintao, Niu, Qian, Chen, Silin, Hsieh, Weiche, Yan, Lawrence K. Q., Liang, Chia Xin, Xu, Han, Tseng, Hong-Ming, Song, Xinyuan, Liu, Ming
With a focus on natural language processing (NLP) and the role of large language models (LLMs), we explore the intersection of machine learning, deep learning, and artificial intelligence. As artificial intelligence continues to revolutionize fields
Externí odkaz:
http://arxiv.org/abs/2411.05026
Autor:
Wang, Zhendong, Li, Zhaoshuo, Mandlekar, Ajay, Xu, Zhenjia, Fan, Jiaojiao, Narang, Yashraj, Fan, Linxi, Zhu, Yuke, Balaji, Yogesh, Zhou, Mingyuan, Liu, Ming-Yu, Zeng, Yu
Diffusion models, praised for their success in generative tasks, are increasingly being applied to robotics, demonstrating exceptional performance in behavior cloning. However, their slow generation process stemming from iterative denoising steps pos
Externí odkaz:
http://arxiv.org/abs/2410.21257
Autor:
Hao, Duxing, Chang, Wen-Hao, Chang, Yu-Chen, Liu, Wei-Tung, Ho, Sheng-Zhu, Lu, Chen-Hsuan, Yang, Tilo H., Kawakami, Naoya, Chen, Yi-Chun, Liu, Ming-Hao, Lin, Chun-Liang, Lu, Ting-Hua, Lan, Yann-Wen, Yeh, Nai-Chang
In semiconducting monolayer transition metal dichalcogenides (ML-TMDs), broken inversion symmetry and strong spin-orbit coupling result in spin-valley lock-in effects so that the valley degeneracy may be lifted by external magnetic fields, potentiall
Externí odkaz:
http://arxiv.org/abs/2410.20702
Autor:
Hsieh, Weiche, Bi, Ziqian, Liu, Junyu, Peng, Benji, Zhang, Sen, Pan, Xuanhe, Xu, Jiawei, Wang, Jinlang, Chen, Keyu, Yin, Caitlyn Heqi, Feng, Pohsun, Wen, Yizhu, Wang, Tianyang, Li, Ming, Ren, Jintao, Niu, Qian, Chen, Silin, Liu, Ming
Digital Signal Processing (DSP) and Digital Image Processing (DIP) with Machine Learning (ML) and Deep Learning (DL) are popular research areas in Computer Vision and related fields. We highlight transformative applications in image enhancement, filt
Externí odkaz:
http://arxiv.org/abs/2410.20304
Autor:
Chen, Silin, Bi, Ziqian, Liu, Junyu, Peng, Benji, Zhang, Sen, Pan, Xuanhe, Xu, Jiawei, Wang, Jinlang, Chen, Keyu, Yin, Caitlyn Heqi, Feng, Pohsun, Wen, Yizhu, Wang, Tianyang, Li, Ming, Ren, Jintao, Niu, Qian, Liu, Ming
This book provides a comprehensive introduction to the foundational concepts of machine learning (ML) and deep learning (DL). It bridges the gap between theoretical mathematics and practical application, focusing on Python as the primary programming
Externí odkaz:
http://arxiv.org/abs/2410.19849
Autor:
Ren, Jintao, Bi, Ziqian, Niu, Qian, Liu, Junyu, Peng, Benji, Zhang, Sen, Pan, Xuanhe, Wang, Jinlang, Chen, Keyu, Yin, Caitlyn Heqi, Feng, Pohsun, Wen, Yizhu, Wang, Tianyang, Chen, Silin, Li, Ming, Xu, Jiawei, Liu, Ming
This book offers an in-depth exploration of object detection and semantic segmentation, combining theoretical foundations with practical applications. It covers state-of-the-art advancements in machine learning and deep learning, with a focus on conv
Externí odkaz:
http://arxiv.org/abs/2410.15584
Autor:
Peng, Benji, Bi, Ziqian, Niu, Qian, Liu, Ming, Feng, Pohsun, Wang, Tianyang, Yan, Lawrence K. Q., Wen, Yizhu, Zhang, Yichao, Yin, Caitlyn Heqi
Large Language Models (LLMs) have transformed artificial intelligence by advancing natural language understanding and generation, enabling applications across fields beyond healthcare, software engineering, and conversational systems. Despite these a
Externí odkaz:
http://arxiv.org/abs/2410.15236
Autor:
Xu, Da, Liu, Qiushi, Liang, Boqun, Yu, Ning, Ma, Xuezhi, Xu, Yaodong, Taniguchi, Takashi, Lake, Roger K., Yan, Ruoxue, Liu, Ming
Integrated photodetectors are crucial for their high speed, sensitivity, and efficient power consumption. In these devices, photocurrent generation is primarily attributed to the photovoltaic (PV) effect, driven by electron hole separations, and the
Externí odkaz:
http://arxiv.org/abs/2410.13052
Autor:
Feng, Pohsun, Bi, Ziqian, Yan, Lawrence K. Q., Wen, Yizhu, Peng, Benji, Liu, Junyu, Yin, Caitlyn Heqi, Wang, Tianyang, Chen, Keyu, Zhang, Sen, Li, Ming, Xu, Jiawei, Liu, Ming, Pan, Xuanhe, Wang, Jinlang, Niu, Qian
This article provides a detailed exploration of blockchain technology and its applications across various fields. It begins with an introduction to cryptography fundamentals, including symmetric and asymmetric encryption, and their roles in ensuring
Externí odkaz:
http://arxiv.org/abs/2410.10110