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| YOLOP: You Only Look Once for Panoptic Driving Perception 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 6, 页码: 550-562 作者: Dong Wu; Man-Wen Liao; Wei-Tian Zhang; Xing-Gang Wang; Xiang Bai; Wen-Qing Cheng; Wen-Yu Liu Adobe PDF(4313Kb)  |  收藏  |  浏览/下载:32/7  |  提交时间:2024/04/23 Driving perception multitask learning traffic object detection drivable area segmentation lane detection |
| Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455 作者: Qiongyi Zhou; Changde Du; Huiguang He Adobe PDF(7698Kb)  |  收藏  |  浏览/下载:40/6  |  提交时间:2024/04/23 Convolutional neural network (CNN) vision transformer (ViT) multi-modal networks spatial-temporal networks visual neural encoding brain-like neural networks |
| Efficient Visual Recognition: A Survey on Recent Advances and Brain-inspired Methodologies 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 366-411 作者: Yang Wu; Ding-Heng Wang; Xiao-Tong Lu; Fan Yang; Man Yao; Wei-Sheng Dong; Jian-Bo Shi; Guo-Qi Li Adobe PDF(6780Kb)  |  收藏  |  浏览/下载:34/5  |  提交时间:2024/04/23 Visual recognition deep neural networks (DNNS) brain-inspired methodologies network compression dynamic inference survey |
| Facial-sketch Synthesis: A New Challenge 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 4, 页码: 257-287 作者: Deng-Ping Fan; Ziling Huang; Peng Zheng; Hong Liu; Xuebin Qin; Luc Van Gool Adobe PDF(12340Kb)  |  收藏  |  浏览/下载:26/7  |  提交时间:2024/04/23 Facial sketch synthesis (FSS) facial sketch dataset benchmark attribute style transfer |
| A Framework for Distributed Semi-supervised Learning Using Single-layer Feedforward Networks 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 63-74 作者: Jin Xie; San-Yang Liu; Jia-Xi Chen Adobe PDF(1245Kb)  |  收藏  |  浏览/下载:37/15  |  提交时间:2024/04/23 Distributed learning (DL) semi-supervised learning (SSL) manifold regularization (MR) single layer feed-forward neural network (SLFNN) privacy preserving |
| Multi-dimensional Classification via Selective Feature Augmentation 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 38-51 作者: Bin-Bin Jia; Min-Ling Zhang Adobe PDF(1015Kb)  |  收藏  |  浏览/下载:38/14  |  提交时间:2024/04/23 Machine learning multi-dimensional classification feature augmentation feature selection class dependencies |
| Weakly Correlated Knowledge Integration for Few-shot Image Classification 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 24-37 作者: Chun Yang; Chang Liu; Xu-Cheng Yin Adobe PDF(1133Kb)  |  收藏  |  浏览/下载:43/13  |  提交时间:2024/04/23 Computer vision pattern recognition knowledge refinement and reuse neural networks machine vision |
| Evolutionary Computation for Expensive Optimization: A Survey 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 3-23 作者: Jian-Yu Li; Zhi-Hui Zhan; Jun Zhang Adobe PDF(951Kb)  |  收藏  |  浏览/下载:22/3  |  提交时间:2024/04/23 Expensive optimization problem evolutionary computation evolutionary algorithm swarm intelligence particle swarm optimization differential evolution |
| Exploring the brain-like properties of deep neural networks: a neural encoding perspective 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455 作者: Qiongyi Zhou; Changde Du; Huiguang He Adobe PDF(6004Kb)  |  收藏  |  浏览/下载:200/45  |  提交时间:2023/01/17 |