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DeepFusion: A deep bimodal information fusion network for unraveling protein-RNA interactions using in vivo RNA structures 期刊论文
COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2024, 卷号: 23, 页码: 617-625
作者:  Qiao, Yixuan;  Yang, Rui;  Liu, Yang;  Chen, Jiaxin;  Zhao, Lianhe;  Huo, Peipei;  Wang, Zhihao;  Bu, Dechao;  Wu, Yang;  Zhao, Yi
收藏  |  浏览/下载：4/0  |  提交时间：2024/05/20
Information fusion  Deep learning  RNA -binding proteins  In vivo RNA structures  Motifs  
Towards connection-scalable RNIC architecture 期刊论文
JOURNAL OF SUPERCOMPUTING, 2024, 页码: 25
作者:  Kang, Ning;  Wang, Zhan;  Yang, Fan;  Ma, Xiaoxiao;  Ma, Zhenlong;  Yuan, Guojun;  Tan, Guangming
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Architecture design  Network Interface Card (NIC)  Remote Direct Memory Access (RDMA)  Scalability problem  
General Greedy De-Bias Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 9789-9805
作者:  Han, Xinzhe;  Wang, Shuhui;  Su, Chi;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Task analysis  Correlation  Training  Data models  Question answering (information retrieval)  Visualization  Image classification  Curriculum learning  dataset biases  greedy strategy  robust learning  
A Coordinated Model Pruning and Mapping Framework for RRAM-Based DNN Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 7, 页码: 2364-2376
作者:  Qu, Songyun;  Li, Bing;  Zhao, Shixin;  Zhang, Lei;  Wang, Ying
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
AutoML  bit-pruning  deep neural networks (DNNs)  resistive random access memory (RRAM)  
Network Pruning for Bit-Serial Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 5, 页码: 1597-1609
作者:  Zhao, Xiandong;  Wang, Ying;  Liu, Cheng;  Shi, Cong;  Tu, Kaijie;  Zhang, Lei
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
AI accelerators  neural networks (NNs)  NN compression  
DUASVS: A Mobile Data Saving Strategy in Short-Form Video Streaming 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2023, 卷号: 16, 期号: 2, 页码: 1066-1078
作者:  Zhang, Guanghui;  Zhang, Jie;  Liu, Ke;  Guo, Jing;  Lee, Jack Y. B.;  Hu, Haibo;  Aggarwal, Vaneet
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Streaming media  Switches  Bit rate  Prefetching  Quality of experience  Bandwidth  Adaptation models  Short video streaming  mobile network  data usage  quality-of-experience  video reliability  
On-Line Fault Protection for ReRAM-Based Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2023, 卷号: 72, 期号: 2, 页码: 423-437
作者:  Li, Wen;  Wang, Ying;  Liu, Cheng;  He, Yintao;  Liu, Lian;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12
Training  Fault detection  Computational modeling  Image edge detection  Memristors  Neural networks  Kernel  Deep neural network  hard fault  ReRAM  reliability  soft fault  
PUGAN: Physical Model-Guided Underwater Image Enhancement Using GAN With Dual-Discriminators 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 4472-4485
作者:  Cong, Runmin;  Yang, Wenyu;  Zhang, Wei;  Li, Chongyi;  Guo, Chun-Le;  Huang, Qingming;  Kwong, Sam
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Underwater image enhancement  generative adversarial network  physical model  degradation quantization  
Uncertainty Modeling for Robust Domain Adaptation Under Noisy Environments 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 6157-6170
作者:  Zhuo, Junbao;  Wang, Shuhui;  Huang, Qingming
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Domain Adaptation  Uncertainty  Noisy Label  Transfer Learning  Deep Learning  
Learning Degradation-Invariant Representation for Robust Real-World Person Re-Identification 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2022, 页码: 27
作者:  Huang, Yukun;  Fu, Xueyang;  Li, Liang;  Zha, Zheng-Jun
收藏  |  浏览/下载：22/0  |  提交时间：2022/12/07
Person Re-ID  Representation learning  Vision in bad weather  Deep learning  Low-light image enhancement