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DockingGA: enhancing targeted molecule generation using transformer neural network and genetic algorithm with docking simulation 期刊论文
BRIEFINGS IN FUNCTIONAL GENOMICS, 2024, 页码: 12
作者:  Gao, Changnan;  Bao, Wenjie;  Wang, Shuang;  Zheng, Jianyang;  Wang, Lulu;  Ren, Yongqi;  Jiao, Linfang;  Wang, Jianmin;  Wang, Xun
收藏  |  浏览/下载：10/0  |  提交时间：2024/05/20
molecule generation  molecule optimization  drug discovery  deep learning  drug design  genetic algorithm  
Generating diverse clothed 3D human animations via a generative model 期刊论文
COMPUTATIONAL VISUAL MEDIA, 2024, 卷号: 10, 期号: 2, 页码: 261-277
作者:  Shi, Min;  Feng, Wenke;  Gao, Lin;  Zhu, Dengming
收藏  |  浏览/下载：10/0  |  提交时间：2024/05/20
Transformer  garment animation  conditional variational autoencoder (CVAE)  computer graphics  
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  
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  
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  
Self-supervised noise modeling and sparsity guided electron tomography volumetric image denoising 期刊论文
ULTRAMICROSCOPY, 2024, 卷号: 255, 页码: 11
作者:  Yang, Zhidong;  Zang, Dawei;  Li, Hongjia;  Zhang, Zhao;  Zhang, Fa;  Han, Renmin
收藏  |  浏览/下载：7/0  |  提交时间：2024/05/20
Electron tomography  Image denoising  Self-supervised learning  
Multi-scale conditional reconstruction generative adversarial network 期刊论文
IMAGE AND VISION COMPUTING, 2024, 卷号: 141, 页码: 9
作者:  Chen, Yanming;  Xu, Jiahao;  An, Zhulin;  Zhuang, Fuzhen
收藏  |  浏览/下载：7/0  |  提交时间：2024/05/20
Generative adversarial network  Unsupervised generation  Multi-scale instance  Reconstructed losses  
Dual Sampling Based Causal Intervention for Face Anti-Spoofing With Identity Debiasing 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2024, 卷号: 19, 页码: 851-862
作者:  Long, Xingming;  Zhang, Jie;  Wu, Shuzhe;  Jin, Xin;  Shan, Shiguang
收藏  |  浏览/下载：6/0  |  提交时间：2024/05/20
Causal intervention  backdoor adjustment  face anti-spoofing  out-of-distribution  
AUC-Oriented Domain Adaptation: From Theory to Algorithm 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 14161-14174
作者:  Yang, Zhiyong;  Xu, Qianqian;  Bao, Shilong;  Wen, Peisong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：8/0  |  提交时间：2024/05/20
AUC-oriented Learning  domain adaptation  machine learning  
Improving metric-based few-shot learning with dynamically scaled softmax loss 期刊论文
IMAGE AND VISION COMPUTING, 2023, 卷号: 140, 页码: 15
作者:  Zhang, Yu;  Zuo, Xin;  Zheng, Xuxu;  Gao, Xiaoyong;  Wang, Bo;  Hu, Weiming
收藏  |  浏览/下载：6/0  |  提交时间：2024/05/20
Few-shot learning  Metric-based learning framework  Softmax loss improvement