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An Interpretable Image Denoising Framework via Dual Disentangled Representation Learning 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 1, 页码: 2016-2030
作者:  Liang, Yunji;  Fan, Jiayuan;  Zheng, Xiaolong;  Wang, Yutong;  Huangfu, Luwen;  Ghavate, Vedant;  Yu, Zhiwen
收藏  |  浏览/下载：1/0  |  提交时间：2024/07/22
Meteorology  Task analysis  Image denoising  Noise reduction  Image restoration  Semantics  Robustness  Dual disentangled representation  adverse weather  image denoising  interpretability  robustness  
LG-DBNet: Local and Global Dual-Branch Network for SAR Image Denoising 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 卷号: 62, 页码: 15
作者:  Liu, Shuaiqi;  Tian, Shikang;  Zhao, Yuhang;  Hu, Qi;  Li, Bing;  Zhang, Yu-Dong
收藏  |  浏览/下载：13/0  |  提交时间：2024/07/03
Noise reduction  Radar polarimetry  Feature extraction  Speckle  Transforms  Filtering  Transformers  Convolutional neural network (CNN)  dual-branch network  hybrid attention module  self-attention mechanisms  synthetic aperture radar (SAR) image denoising  
DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 14
作者:  Huang, Nisha;  Zhang, Yuxin;  Tang, Fan;  Ma, Chongyang;  Huang, Haibin;  Dong, Weiming;  Xu, Changsheng
收藏  |  浏览/下载：14/0  |  提交时间：2024/07/03
Arbitrary image stylization  diffusion  textual guidance  neural network applications  
DeepETPicker: Fast and accurate 3D particle picking for cryo-electron tomography using weakly supervised deep learning 期刊论文
Nature Communications, 2024, 卷号: 15, 期号: 1, 页码: 2090
作者:  Guole Liu;  Tongxin Niu;  Mengxuan Qiu;  Yun Zhu;  Fei Sun;  Ge Yang
Adobe PDF(7853Kb)  |  收藏  |  浏览/下载：28/8  |  提交时间：2024/06/11
Cryo-electron tomography  particle picking  deep learning  weakly supervised learning  
Diff-pcg: diffusion point cloud generation conditioned on continuous normalizing flow 期刊论文
The Visual Computer, 2024, 页码: 1-15
作者:  Yu T(余挺);  Meng WL(孟维亮);  Wu ZQ(吴仲琦);  Guo JW(郭建伟);  Zhang XP(张晓鹏)
Adobe PDF(2471Kb)  |  收藏  |  浏览/下载：36/10  |  提交时间：2024/06/11
3D shape generation  Diffusion model  Continuous normalizing flow  Point cloud  
Pavement Defect Detection with Deep Learning: A Comprehensive Survey 期刊论文
IEEE Transactions on Intelligent Vehicles, 2023, 卷号: 9, 期号: 3, 页码: 4292 - 4311
作者:  Lili Fan;  Dandan Wang;  Junhao Wang;  Yunjie Li;  Yifeng Cao;  Yi Liu;  Xiaoming Chen;  Yutong Wang
Adobe PDF(6287Kb)  |  收藏  |  浏览/下载：50/13  |  提交时间：2024/06/06
Deep learning  pavement defect detection  computer vision  image processing  3D image  
Parameter Identification and Refinement for Parallel PCB Inspection in Cyber-Physical-Social Systems 期刊论文
IEEE Transactions on Computational Social Systems, 2023, 页码: 1-10
作者:  Yansong Cao;  Yutong Wang;  Jiangong Wang;  Yonglin Tian;  Xiao Wang;  Fei-Yue Wang
Adobe PDF(2150Kb)  |  收藏  |  浏览/下载：43/14  |  提交时间：2024/06/06
Imaging  Inspection  Image segmentation  Image quality  Hardware  Training  Software  Automated optical inspection (AOI)  parallel printed circuit board (PCB) inspection  parameter identification  parameter refinement  
Automatically Discovering Novel Visual Categories With Adaptive Prototype Learning 期刊论文
https://ieeexplore.ieee.org/abstract/document/10328468, 2024, 卷号: 46, 期号: 4, 页码: 2533-2544
作者:  Lu Zhang;  Lu Qi;  Xu Yang;  Hong Qiao;  Ming-Hsuan Yang;  Zhiyong Liu
Adobe PDF(20312Kb)  |  收藏  |  浏览/下载：47/17  |  提交时间：2024/06/06
Image recognition  novel category discovery  transfer learning  
Tri-relational multi-faceted graph neural networks for automatic question tagging 期刊论文
Neurocomputing, 2024, 卷号: 576, 页码: 127250
作者:  Nuojia Xu;  Jun Hu;  Quan Fang;  Dizhan Xue;  Yongxi Li;  Shengsheng Qian
Adobe PDF(2105Kb)  |  收藏  |  浏览/下载：46/20  |  提交时间：2024/06/04
Graph Neural Networks  Community Question Answering  Question Tagging  
Efficient multimodal transformer with dual-level feature restoration for robust multimodal sentiment analysis 期刊论文
IEEE Transactions on Affective Computing, 2023, 卷号: 15, 期号: 1, 页码: 1-17
作者:  Licai Sun;  Zheng Lian;  Bin Liu;  Jianhua Tao
Adobe PDF(2371Kb)  |  收藏  |  浏览/下载：66/18  |  提交时间：2024/05/31
Transformers  Robustness  Semantics  Data models  Computational modeling  Videos  Training  Multimodal sentiment analysis  unaligned and incomplete data  efficient multimodal Transformer  dual-level feature restoration  robustness