Zobrazeno 1 - 10
of 48 349
pro vyhledávání: '"Chen, Xin"'
Autor:
Cao, Ruiying, Chen, Xin
DNA data storage is now being considered as a new archival storage method for its durability and high information density, but still facing some challenges like high costs and low throughput. By reducing sequencing sample size for decoding digital da
Externí odkaz:
http://arxiv.org/abs/2501.06801
Depinning dynamics of a two-dimensional (2D) solid dusty plasma modulated by a one-dimensional (1D) vibrational periodic substrate are investigated using Langevin dynamical simulations. As the uniform driving force increases gradually, from the overa
Externí odkaz:
http://arxiv.org/abs/2501.03949
Large Language Models (LLMs) have significantly transformed our daily life and established a new paradigm in natural language processing (NLP). However, the predominant pretraining of LLMs on extensive web-based texts remains insufficient for advance
Externí odkaz:
http://arxiv.org/abs/2412.19994
In this paper, we propose a simple yet unified single object tracking (SOT) framework, dubbed SUTrack. It consolidates five SOT tasks (RGB-based, RGB-Depth, RGB-Thermal, RGB-Event, RGB-Language Tracking) into a unified model trained in a single sessi
Externí odkaz:
http://arxiv.org/abs/2412.19138
We report the discovery of an ultra-stable antiferromagnetic two-dimensional (2D) CrF3 phase that is energetically more favorable than the traditionally assumed hexagonal structure. Using first-principles calculations and evolutionary structure searc
Externí odkaz:
http://arxiv.org/abs/2412.19118
Autor:
Wu, Xinyi, Loveland, Donald, Chen, Runjin, Liu, Yozen, Chen, Xin, Neves, Leonardo, Jadbabaie, Ali, Ju, Clark Mingxuan, Shah, Neil, Zhao, Tong
Deep recommender systems rely heavily on large embedding tables to handle high-cardinality categorical features such as user/item identifiers, and face significant memory constraints at scale. To tackle this challenge, hashing techniques are often em
Externí odkaz:
http://arxiv.org/abs/2412.17245
Autor:
Liang, Han, Huang, Chengyu, Xu, Yuecheng, Tang, Cheng, Ye, Weicai, Zhang, Juze, Chen, Xin, Yu, Jingyi, Xu, Lan
In the realm of Sign Language Translation (SLT), reliance on costly gloss-annotated datasets has posed a significant barrier. Recent advancements in gloss-free SLT methods have shown promise, yet they often largely lag behind gloss-based approaches i
Externí odkaz:
http://arxiv.org/abs/2412.16524
Binarized Neural Networks (BNN) offer efficient implementations for machine learning tasks and facilitate Privacy-Preserving Machine Learning (PPML) by simplifying operations with binary values. Nevertheless, challenges persist in terms of communicat
Externí odkaz:
http://arxiv.org/abs/2412.16449
As data volumes expand rapidly, distributed machine learning has become essential for addressing the growing computational demands of modern AI systems. However, training models in distributed environments is challenging with participants hold skew,
Externí odkaz:
http://arxiv.org/abs/2412.15553
Exciton mediated superconductor is a fascinating quantum phase of matter that occurs when excitons become the dominant excitation in materials, which is also very promising for high temperature superconductor. However, there is no experimental report
Externí odkaz:
http://arxiv.org/abs/2412.15003