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Knowledge Commons of Institute of Automation,CAS
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Towards open-set text recognition via label-to-prototype learning
期刊论文
PATTERN RECOGNITION, 2023, 卷号: 134, 页码: 13
Authors:
Liu, Chang
;
Yang, Chun
;
Qin, Hai-Bo
;
Zhu, Xiaobin
;
Liu, Cheng-Lin
;
Yin, Xu-Cheng
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View/Download:58/0
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Submit date:2022/12/27
Open-set recognition
Scene text recognition
Low-shot recognition
Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 42-66
Authors:
Uichin Lee
;
Gyuwon Jung
;
Eun-Yeol Ma
;
Jin San Kim
;
Heepyung Kim
;
Jumabek Alikhanov
;
Youngtae Noh
;
Heeyoung Kim
Adobe PDF(2887Kb)
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Submit date:2023/01/03
Causal inference
data-driven analytics framework
digital therapeutics (DTx)
mobile and wearable data
technical and behavioral engagement
Contrastive Learning for Blind Super-Resolution via A Distortion-Specific Network
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 78-89
Authors:
Xinya Wang
;
Jiayi Ma
;
Junjun Jiang
Adobe PDF(11082Kb)
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Submit date:2023/01/03
Blind super-resolution
contrastive learning
deep learning
image super-resolution (SR)
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
Adobe PDF(2487Kb)
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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
Adobe PDF(2285Kb)
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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
Adobe PDF(2634Kb)
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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
Adobe PDF(5723Kb)
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Submit date:2023/01/18
Camouflaged object detection (COD)
object gradient
soft grouping
efficient model
image segmentation
A Survey on Negative Transfer
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 305-329
Authors:
Wen Zhang
;
Lingfei Deng
;
Lei Zhang
;
Dongrui Wu
Adobe PDF(2739Kb)
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View/Download:27/1
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Submit date:2023/01/16
Domain adaptation
domain similarity
negative transfer
positive transfer
transfer learning