Zobrazeno 1 - 10
of 7 673
pro vyhledávání: '"DING Jie"'
Autor:
Du, Jin, Zhang, Xinhe, Shen, Hao, Xian, Xun, Wang, Ganghua, Zhang, Jiawei, Yang, Yuhong, Li, Na, Liu, Jia, Ding, Jie
Lifelong learning in artificial intelligence (AI) aims to mimic the biological brain's ability to continuously learn and retain knowledge, yet it faces challenges such as catastrophic forgetting. Recent neuroscience research suggests that neural acti
Externí odkaz:
http://arxiv.org/abs/2409.13997
Autor:
Xian, Xun, Wang, Ganghua, Bi, Xuan, Srinivasa, Jayanth, Kundu, Ashish, Fleming, Charles, Hong, Mingyi, Ding, Jie
Retrieval-Augmented Generation (RAG) has been empirically shown to enhance the performance of large language models (LLMs) in knowledge-intensive domains such as healthcare, finance, and legal contexts. Given a query, RAG retrieves relevant documents
Externí odkaz:
http://arxiv.org/abs/2409.17275
Federated Learning (FL) is a collaborative machine learning framework that allows multiple users to train models utilizing their local data in a distributed manner. However, considerable statistical heterogeneity in local data across devices often le
Externí odkaz:
http://arxiv.org/abs/2409.04986
Autor:
Ning, Ziqian, Wang, Shuai, Jiang, Yuepeng, Yao, Jixun, He, Lei, Pan, Shifeng, Ding, Jie, Xie, Lei
Rap, a prominent genre of vocal performance, remains underexplored in vocal generation. General vocal synthesis depends on precise note and duration inputs, requiring users to have related musical knowledge, which limits flexibility. In contrast, rap
Externí odkaz:
http://arxiv.org/abs/2408.15474
Autor:
Bergweiler, Walter, Ding, Jie
Let $f$ be a transcendental entire function of finite order which has an attracting periodic point $z_0$ of period at least $2$. Suppose that the set of singularities of the inverse of $f$ is finite and contained in the component $U$ of the Fatou set
Externí odkaz:
http://arxiv.org/abs/2407.19963
Parabolic partial differential equations (PDEs) appear in many disciplines to model the evolution of various mathematical objects, such as probability flows, value functions in control theory, and derivative prices in finance. It is often necessary t
Externí odkaz:
http://arxiv.org/abs/2407.12234
Autor:
Mushtaq, Erum, Yaldiz, Duygu Nur, Bakman, Yavuz Faruk, Ding, Jie, Tao, Chenyang, Dimitriadis, Dimitrios, Avestimehr, Salman
Continual self-supervised learning (CSSL) learns a series of tasks sequentially on the unlabeled data. Two main challenges of continual learning are catastrophic forgetting and task confusion. While CSSL problem has been studied to address the catast
Externí odkaz:
http://arxiv.org/abs/2407.12188
Methods in the field of quickest change detection rapidly detect in real-time a change in the data-generating distribution of an online data stream. Existing methods have been able to detect this change point when the densities of the pre- and post-c
Externí odkaz:
http://arxiv.org/abs/2407.11094
Accurate characterization of entropy plays a pivotal role in capturing reversible and irreversible heating in supercapacitors during charging/discharging cycles. However, numerical methods that can faithfully capture entropy variation in supercapacit
Externí odkaz:
http://arxiv.org/abs/2407.10050
Modern software development necessitates efficient version-oriented collaboration among developers. While Git is the most popular version control system, it generates unsatisfactory version merging results due to textual-based workflow, leading to po
Externí odkaz:
http://arxiv.org/abs/2407.02818