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A prompt-based approach to adversarial example generation and robustness enhancement 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2024, 卷号: 18, 期号: 4, 页码: 12
作者:  Yang, Yuting;  Huang, Pei;  Cao, Juan;  Li, Jintao;  Lin, Yun;  Ma, Feifei
收藏  |  浏览/下载：8/0  |  提交时间：2024/05/20
robustness  adversarial example  prompt learning  pre-trained language model  
Single-sequence protein structure prediction by integrating protein language models 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2024, 卷号: 121, 期号: 13, 页码: 7
作者:  Jing, Xiaoyang;  Wu, Fandi;  Luo, Xiao;  Xu, Jinbo
收藏  |  浏览/下载：6/0  |  提交时间：2024/05/20
protein structure prediction  protein language model  single-sequence protein structure rediction  antibody structure prediction  single mutation effect  
Mortar-FP8: Morphing the Existing FP32 Infrastructure for High-Performance Deep Learning Acceleration 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 3, 页码: 878-891
作者:  Li, Hongyan;  Lu, Hang;  Li, Xiaowei
收藏  |  浏览/下载：6/0  |  提交时间：2024/05/20
Deep learning accelerator  deep neural network (DNN)  fp8 format  
Data-efficient 3D instance segmentation by transferring knowledge from synthetic scans 期刊论文
PATTERN RECOGNITION LETTERS, 2024, 卷号: 179, 页码: 151-157
作者:  Wu, Xiaodong;  Wang, Ruiping;  Chen, Xilin
收藏  |  浏览/下载：7/0  |  提交时间：2024/05/20
Point cloud segmentation  Synthetic data  Domain adaptation  
Sketch-fusion: A gradient compression method with multi-layer fusion for communication-efficient distributed training 期刊论文
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2024, 卷号: 185, 页码: 10
作者:  Dai, Lingfei;  Gong, Luqi;  An, Zhulin;  Xu, Yongjun;  Diao, Boyu
收藏  |  浏览/下载：6/0  |  提交时间：2024/05/20
Gradient compression  Multi-layer fusion  Distributed stochastic gradient descent  Deep learning training  
Fast and scalable all-optical network architecture for distributed deep learning 期刊论文
JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING, 2024, 卷号: 16, 期号: 3, 页码: 342-357
作者:  Li, Wenzhe;  Yuan, Guojun;  Wang, Zhan;  Tan, Guangming;  Zhang, Peiheng;  Rouskas, George N.
收藏  |  浏览/下载：7/0  |  提交时间：2024/05/20
Curricular-balanced long-tailed learning 期刊论文
NEUROCOMPUTING, 2024, 卷号: 571, 页码: 13
作者:  Xiang, Xiang;  Zhang, Zihan;  Chen, Xilin
收藏  |  浏览/下载：8/0  |  提交时间：2024/05/20
Long-tailed learning  Re-weighting loss  Curriculum learning  
QoE-Driven Antenna Tuning in Cellular Networks With Cooperative Multi-Agent Reinforcement Learning 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 2, 页码: 1186-1199
作者:  Liu, Xuewen;  Chuai, Gang;  Wang, Xin;  Xu, Zhiwei;  Gao, Weidong;  Zhang, Kaisa;  Liu, Qian;  Maimaiti, Saidiwaerdi;  Zuo, Peiliang
收藏  |  浏览/下载：8/0  |  提交时间：2024/05/20
Antenna tuning  multi-goal MARL  QoE/QoS mapping  self-optimization  
DPQ: dynamic pseudo-mean mixed-precision quantization for pruned neural network 期刊论文
MACHINE LEARNING, 2024, 页码: 14
作者:  Pei, Songwen;  Wang, Jiyao;  Zhang, Bingxue;  Qin, Wei;  Xue, Hai;  Ye, Xiaochun;  Chen, Mingsong
收藏  |  浏览/下载：7/0  |  提交时间：2024/05/20
Big data  Compression  Deep learning  Pseudo-mean mixed-precision quantization  Pruned neural network  
Towards Food Image Retrieval via Generalization-Oriented Sampling and Loss Function Design 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2024, 卷号: 20, 期号: 1, 页码: 19
作者:  Song, Jiajun;  Li, Zhuo;  Min, Weiqing;  Jiang, Shuqiang
收藏  |  浏览/下载：14/0  |  提交时间：2023/12/04
Food computing  image retrieval  deep learning