Zobrazeno 1 - 10
of 3 005
pro vyhledávání: '"Nguyen The Duy"'
Autor:
Li, Sha, Reddy, Revanth Gangi, Nguyen, Khanh Duy, Wang, Qingyun, Fung, May, Han, Chi, Han, Jiawei, Natarajan, Kartik, Voss, Clare R., Ji, Heng
Complex news events, such as natural disasters and socio-political conflicts, require swift responses from the government and society. Relying on historical events to project the future is insufficient as such events are sparse and do not cover all p
Externí odkaz:
http://arxiv.org/abs/2410.18935
Parameter-efficient fine-tuning (PEFT) can bridge the gap between large language models (LLMs) and downstream tasks. However, PEFT has been proven vulnerable to malicious attacks. Research indicates that poisoned LLMs, even after PEFT, retain the cap
Externí odkaz:
http://arxiv.org/abs/2410.14425
Autor:
Garmroudi, Fabian, Serhiienko, Illia, Parzer, Michael, Ghosh, Sanyukta, Ziolkowski, Pawel, Oppitz, Gregor, Nguyen, Hieu Duy, Bourgès, Cédric, Hattori, Yuya, Riss, Alexander, Steyrer, Sebastian, Rogl, Gerda, Rogl, Peter, Schafler, Erhard, Kawamoto, Naoyuki, Müller, Eckhard, Bauer, Ernst, de Boor, Johannes, Mori, Takao
Decoupling charge and heat transport is essential for optimizing thermoelectric materials. Strategies to inhibit lattice-driven heat transport, however, also compromise carrier mobility, limiting the performance of most thermoelectrics, including Fe$
Externí odkaz:
http://arxiv.org/abs/2410.07785
Autor:
Zhao, Shuai, Gan, Leilei, Guo, Zhongliang, Wu, Xiaobao, Xiao, Luwei, Xu, Xiaoyu, Nguyen, Cong-Duy, Tuan, Luu Anh
Despite being widely applied due to their exceptional capabilities, Large Language Models (LLMs) have been proven to be vulnerable to backdoor attacks. These attacks introduce targeted vulnerabilities into LLMs by poisoning training samples and full-
Externí odkaz:
http://arxiv.org/abs/2409.17946
In this paper, we first provide a simple variational proof of the existence of Nash equilibrium in Hilbert spaces by using optimality conditions in convex minimization and Schauder's fixed-point theorem. Then applications of convex analysis and gener
Externí odkaz:
http://arxiv.org/abs/2408.14433
We investigate the use of derivative information for Batch Active Learning in Gaussian Process regression models. The proposed approach employs the predictive covariance matrix for selection of data batches to exploit full correlation of samples. We
Externí odkaz:
http://arxiv.org/abs/2408.01861
In order to unlock the potential of diverse sensors, we investigate a method to transfer knowledge between modalities using the structure of a unified multimodal representation space for Human Action Recognition (HAR). We formalize and explore an und
Externí odkaz:
http://arxiv.org/abs/2407.16803
MAMA: Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning
Autor:
Nguyen, Thong, Bin, Yi, Wu, Xiaobao, Dong, Xinshuai, Hu, Zhiyuan, Le, Khoi, Nguyen, Cong-Duy, Ng, See-Kiong, Tuan, Luu Anh
Data quality stands at the forefront of deciding the effectiveness of video-language representation learning. However, video-text pairs in previous data typically do not align perfectly with each other, which might lead to video-language representati
Externí odkaz:
http://arxiv.org/abs/2407.03788
Autor:
Nguyen, Khanh Duy, Lee, Woojoo, Dang, Jianchen, Wu, Tongyao, Berruto, Gabriele, Yan, Chenhui, Ip, Chi Ian Jess, Lin, Haoran, Gao, Qiang, Lee, Seng Huat, Yan, Binghai, Liu, Chaoxing, Mao, Zhiqiang, Zhang, Xiao-Xiao, Yang, Shuolong
The indirect exchange interaction between local magnetic moments via surface electrons has been long predicted to bolster the surface ferromagnetism in magnetic topological insulators (MTIs), which facilitates the quantum anomalous Hall effect. This
Externí odkaz:
http://arxiv.org/abs/2407.00281
Autor:
Nguyen, Thong, Bin, Yi, Xiao, Junbin, Qu, Leigang, Li, Yicong, Wu, Jay Zhangjie, Nguyen, Cong-Duy, Ng, See-Kiong, Tuan, Luu Anh
Humans use multiple senses to comprehend the environment. Vision and language are two of the most vital senses since they allow us to easily communicate our thoughts and perceive the world around us. There has been a lot of interest in creating video
Externí odkaz:
http://arxiv.org/abs/2406.05615