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Relay Hindsight Experience Replay: Self-guided continual reinforcement learning for sequential object manipulation tasks with sparse rewards
期刊论文
NEUROCOMPUTING, 2023, 卷号: 557
作者:
Luo, Yongle
;
Wang, Yuxin
;
Dong, Kun
;
Zhang, Qiang
;
Cheng, Erkang
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/11/10
Deep reinforcement learning
Robotic manipulation
Continual learning
Hindsight experience replay
Sparse reward
Online Active Continual Learning for Robotic Lifelong Object Recognition
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 15
作者:
Nie, Xiangli
;
Deng, Zhiguang
;
He, Mingdong
;
Fan, Mingyu
;
Tang, Zheng
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  |  
浏览/下载:5/0
  |  
提交时间:2023/11/16
Task analysis
Robots
Data models
Object recognition
Learning systems
Training
Heuristic algorithms
Catastrophic forgetting
lifelong object recognition
online active learning (OAL)
online continual learning (OCL)
Imitating the Oracle: Towards Calibrated Model for Class Incremental Learning
期刊论文
Neural Networks, 2023, 卷号: 164, 页码: 38-48
作者:
Fei Zhu
;
Zhen Cheng
;
Xu-Yao Zhang
;
Cheng-Lin Liu
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/09/12
Class incremental learning
Continual learning
Lifelong learning
Incremental Pedestrian Attribute Recognition via Dual Uncertainty-Aware Pseudo-Labeling
期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2023, 卷号: 18, 页码: 2622-2636
作者:
Li, Da
;
Zhang, Zhang
;
Shan, Caifeng
;
Wang, Liang
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  |  
浏览/下载:0/0
  |  
提交时间:2023/11/17
Uncertainty
Task analysis
Training
Visualization
Benchmark testing
Measurement uncertainty
Estimation
Pedestrian attribute recognition
continual learning
uncertainty estimation
Statistical mechanics of continual learning: Variational principle and mean-field potential
期刊论文
PHYSICAL REVIEW E, 2023, 卷号: 108, 期号: 1, 页码: 14309
作者:
Li, Chan
;
Huang, Zhenye
;
Zou, Wenxuan
;
Huang, Haiping
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浏览/下载:0/0
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提交时间:2023/12/07
NETWORKS
The 2nd Place Solution for CVPR 2022 Workshop on Continual Learning (CLVision, 3rd Edition) Challenge–Track 1: A Replay-based Continual Learning Approach
研究报告
2022
作者:
Xu T(许涛)
;
Feng HT(冯航涛)
;
Zheng SW(郑碎武)
;
Yang X(杨旭)
;
Liu ZY(刘智勇)
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  |  
浏览/下载:0/0
  |  
提交时间:2023/06/28
Structural Attention Enhanced Continual Meta-Learning for Graph Edge Labeling Based Few-Shot Remote Sensing Scene Classification
期刊论文
Remote Sensing, 2022, 期号: 14, 页码: 485
作者:
Li FM(李非墨)
;
Li SB(李帅博)
;
Fan XX(樊鑫鑫)
;
Li X(李雄)
;
Chang HX(常红星)
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  |  
浏览/下载:44/0
  |  
提交时间:2022/04/06
remote sensing scene classification
few shot learning
continual meta-learning
graph transformer
Lifelong CycleGAN for continual multi-task image restoration
期刊论文
PATTERN RECOGNITION LETTERS, 2022, 卷号: 153, 页码: 183-189
作者:
Li, Yuping
;
Nie, Xiangli
;
Diao, Wenhui
;
Zheng, Suiwu
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  |  
浏览/下载:38/0
  |  
提交时间:2022/02/16
Image restoration
Lifelong
continual learning
CycleGAN
Knowledge distillation
One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2921-2935
作者:
Zhang, Miao
;
Li, Huiqi
;
Pan, Shirui
;
Chang, Xiaojun
;
Zhou, Chuan
收藏
  |  
浏览/下载:90/0
  |  
提交时间:2021/10/26
Computer architecture
Training
Optimization
Neural networks
Search methods
Australia
Germanium
AutoML
neural architecture search
continual learning
catastrophic forgetting
novelty search
Continual Learning for Fake Audio Detection
会议论文
线上(捷克), 2021-9
作者:
Ma Haoxin
;
Yi Jiangyan
;
Tao Jianhua
;
Bai Ye
;
Tian Zhengkun
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2022/06/20
fake audio detection
continual learning
detecting fake without forgetting
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