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| 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 |
| Denoised Internal Models: A Brain-inspired Autoencoder Against Adversarial Attacks 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 456-471 作者: Kai-Yuan Liu; Xing-Yu Li; Yu-Rui Lai; Hang Su; Jia-Chen Wang; Chun-Xu Guo; Hong Xie; Ji-Song Guan; Yi Zhou Adobe PDF(3203Kb)  |  收藏  |  浏览/下载:1/0  |  提交时间:2024/04/23 Brain-inspired learning autoencoder robustness adversarial attack generative model |
| 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 |
| 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 |
| Towards Interpretable Defense Against Adversarial Attacks via Causal Inference 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 3, 页码: 209-226 作者: Min Ren; Yun-Long Wang; Zhao-Feng He Adobe PDF(5143Kb)  |  收藏  |  浏览/下载:2/1  |  提交时间:2024/04/23 Adversarial sample adversarial defense causal inference interpretable machine learning transformers |
| Probability Enhanced Entropy (PEE) Novel Feature for Improved Bird Sound Classification 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 52-62 作者: Ramashini Murugaiya; Pg Emeroylariffion Abas; Liyanage Chandratilak De Silva Adobe PDF(1168Kb)  |  收藏  |  浏览/下载:4/2  |  提交时间:2024/04/23 Bird sounds classification Gammatone frequency cepstral coefficient (GTCC) probability enhanced entropy (PEE) support vector machine (SVM) |
| 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:7/3  |  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:5/1  |  提交时间:2024/04/23 Expensive optimization problem evolutionary computation evolutionary algorithm swarm intelligence particle swarm optimization differential evolution |