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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：4/1 | 提交时间：2024/04/23
Driving perception multitask learning traffic object detection drivable area segmentation lane detection |
| Video Polyp Segmentation: A Deep Learning Perspective 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 6, 页码: 531-549
作者: Ge-Peng Ji; Guobao Xiao; Yu-Cheng Chou; Deng-Ping Fan; Kai Zhao ; Geng Chen; Luc Van Gool
Adobe PDF(9520Kb) | 收藏 | 浏览/下载：6/1 | 提交时间：2024/04/23
Video polyp segmentation (VPS) dataset self-attention colonoscopy abdomen |
| Causal Reasoning Meets Visual Representation Learning: A Prospective Study 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 6, 页码: 485-511
作者: Yang Liu; Yu-Shen Wei; Hong Yan; Guan-Bin Li; Liang Lin
Adobe PDF(3224Kb) | 收藏 | 浏览/下载：4/0 | 提交时间：2024/04/23
Causal reasoning visual representation learning reliable artificial intelligence spatial-temporal data multi-modal analysis |
| 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：3/0 | 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 |
| Towards a New Paradigm for Brain-inspired Computer Vision 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 412-424
作者: Xiao-Long Zou; Tie-Jun Huang; Si Wu
Adobe PDF(1615Kb) | 收藏 | 浏览/下载：4/0 | 提交时间：2024/04/23
Brain-inspired computer vision spatio-temporal patterns object detection object tracking object recognition |
| 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：8/1 | 提交时间：2024/04/23
Visual recognition deep neural networks (DNNS) brain-inspired methodologies network compression dynamic inference survey |
| Neural Decoding of Visual Information Across Different Neural Recording Modalities and Approaches 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 350-365
作者: Yi-Jun Zhang; Zhao-Fei Yu; Jian. K. Liu; Tie-Jun Huang
Adobe PDF(1723Kb) | 收藏 | 浏览/下载：7/2 | 提交时间：2024/04/23
Neural decoding machine learning deep learning visual decoding brain-inspired vision |
| Editorial for Special Issue on Brain-inspired Machine Learning 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 347-349
作者: Zhao-Xiang Zhang; Bin Luo; Jin Tang; Shan Yu; Amir Hussain
Adobe PDF(1090Kb) | 收藏 | 浏览/下载：7/4 | 提交时间：2024/04/23 |
| 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：5/0 | 提交时间：2024/04/23
Facial sketch synthesis (FSS) facial sketch dataset benchmark attribute style transfer |
| A Dynamic Resource Allocation Strategy with Reinforcement Learning for Multimodal Multi-objective Optimization 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 138-152
作者: Qian-Long Dang; Wei Xu; Yang-Fei Yuan
Adobe PDF(2376Kb) | 收藏 | 浏览/下载：2/1 | 提交时间：2024/04/23
Multimodal multi-objective optimization (MMO) dynamic resource allocating strategy (DRAS) reinforcement learning (RL) decision space partition zoning search |
