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Machine Intelligence Research
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Swarm Intelligence Research: From Bio-inspired Single-population Swarm Intelligence to Humanmachine Hybrid Swarm Intelligence
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 121-144
Authors:
Guo-Yin Wang
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Submit date:2023/01/18
Swarm intelligence
single-population
multi-population
human-machine hybrid
multi-granularity
Machine Learning for Brain Imaging Genomics Methods: A Review
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 57-78
Authors:
Mei-Ling Wang
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Submit date:2023/01/18
Brain imaging genomics
machine learning
multivariate analysis
association analysis
outcome prediction
Brain-inspired Intelligent Robotics: Theoretical Analysis and Systematic Application
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 1-18
Authors:
Hong Qiao
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Submit date:2023/01/18
Brain-inspired intelligent robot
software and hardware
decision making
muscle control
cognitive intelligence
VLP: A Survey on Vision-language Pre-training
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 38-56
Authors:
Fei-Long Chen
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Submit date:2023/01/18
Vision and language
pre-training
transformers
multimodal learning
representation learning
Federated Learning with Privacy-preserving and Model IP-right-protection
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 19-37
Authors:
Qiang Yang
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Submit date:2023/01/18
Federated learning
privacy-preserving machine learning
security
decentralized learning
intellectual property protection
Deep Gradient Learning for Efficient Camouflaged Object Detection
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 92-108
Authors:
Ge-Peng Ji
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Submit date:2023/01/18
Camouflaged object detection (COD)
object gradient
soft grouping
efficient model
image segmentation
Visual Superordinate Abstraction for Robust Concept Learning
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 79-91
Authors:
Qi Zheng
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Submit date:2023/01/18
Concept learning
visual question answering
weakly-supervised learning
multi-modal learning
curriculum learning
Pruning-aware Sparse Regularization for Network Pruning
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 109-120
Authors:
Nan-Fei Jiang
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Submit date:2023/01/18
Deep learning
convolutional neural network (CNN)
model compression and acceleration
network pruning
regularization
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
Authors:
Jian-Yu Li
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Submit date:2022/01/25
Expensive optimization problem
evolutionary computation
evolutionary algorithm
swarm intelligence
particle swarm optimization
differential evolution
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
Authors:
Chun Yang, Chang Liu, Xu-Cheng Yin
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Submit date:2022/01/25
Computer vision
pattern recognition
knowledge refinement and reuse
neural networks
machine vision