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| 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 |
| A Weighted Average Consensus Approach for Decentralized Federated Learning 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 4, 页码: 319-330
作者: Alessandro Giuseppi; Sabato Manfredi; Antonio Pietrabissa
Adobe PDF(1462Kb) | 收藏 | 浏览/下载：4/1 | 提交时间：2024/04/23
Federated learning (FedL) deep learning federated averaging (FedAvg) machine learning (ML) artificial intelligence discrete-time consensus distributed systems |
| 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 |
| 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 |
| MENet: A Memory-Based Network with Dual-Branch for Efficient Event Stream Processing 会议论文
, TELAVIV, 2022-6
作者: Linhui Sun; Yifan Zhang; Ke Cheng; Jian Cheng; Hanqing Lu
Adobe PDF(1728Kb) | 收藏 | 浏览/下载：75/17 | 提交时间：2024/01/22
Event-based model Dual-branch structure Memory bank |
| Second-Order Global Attention Networks for Graph Classification and Regression 会议论文
, Beijing, China, August 27-28, 2022
作者: Hu Fenyu; Cui Zeyu; Wu Shu; Liu Qiang; Wu Jinlin; Wang Liang; Tan Tieniu
Adobe PDF(69424Kb) | 收藏 | 浏览/下载：176/67 | 提交时间：2023/07/06 |
| Generating Temporally-ordered Event Sequences via Event Optimal Transport 会议论文
, Gyeongju, Republic of Korea, 2022-10
作者: Bo Zhou; Yubo Chen; Kang Liu; Jun Zhao; Jiexin Xu; Xiaojian Jiang; Qiuxia Li
Adobe PDF(671Kb) | 收藏 | 浏览/下载：133/34 | 提交时间：2023/07/04 |
