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科研机构
自动化研究所 [13]
内容类型
期刊论文 [9]
会议论文 [4]
发表日期
2023 [3]
2022 [3]
2021 [3]
2019 [1]
2014 [1]
2013 [1]
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专题:自动化研究所
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A Spatial-Temporal Approach for Multi-Airport Traffic Flow Prediction Through Causality Graphs
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 页码: 13
作者:
Du, Wenbo
;
Chen, Shenwen
;
Li, Zhishuai
;
Cao, Xianbin
;
Lv, Yisheng
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/11/16
Airport traffic flow
predictive models
deep learning
causality graph
spatiotemporal analysis
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
作者:
Uichin Lee
;
Gyuwon Jung
;
Eun-Yeol Ma
;
Jin San Kim
;
Heepyung Kim
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2023/01/03
Causal inference
data-driven analytics framework
digital therapeutics (DTx)
mobile and wearable data
technical and behavioral engagement
Reducing Vision-Answer Biases for Multiple-Choice VQA
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 4621-4634
作者:
Zhang, Xi
;
Zhang, Feifei
;
Xu, Changsheng
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  |  
浏览/下载:0/0
  |  
提交时间:2023/11/17
Multiple-choice VQA
vision-answer bias
causal intervention
counterfactual interaction learning
Pruning the Communication Bandwidth between Reinforcement Learning Agents through Causal Inference: An Innovative Approach to Designing a Smart Grid Power System
期刊论文
SENSORS, 2022, 卷号: 22, 期号: 20, 页码: 24
作者:
Zhang, Xianjie
;
Liu, Yu
;
Li, Wenjun
;
Gong, Chen
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/11/21
smart grid
deep reinforcement learning
cooperative agents
communication
causal model
estimating ITE
variational auto-encoder
Towards Interpretable Defense Against Adversarial Attacks via Causal Inference
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 209-226
作者:
Min Ren
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  |  
浏览/下载:5/0
  |  
提交时间:2022/06/17
Adversarial sample
adversarial defense
causal inference
interpretable machine learning
transformers
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
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2022/12/01
Causal reasoning
visual representation learning
reliable artificial intelligence
spatial-temporal data
multi-modal analysis
Integrating Knowledge Into End-to-End Speech Recognition From External Text-Only Data
期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021, 卷号: 29, 页码: 1340-1351
作者:
Bai, Ye
;
Yi, Jiangyan
;
Tao, Jianhua
;
Wen, Zhengqi
;
Tian, Zhengkun
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  |  
浏览/下载:16/0
  |  
提交时间:2021/06/07
End-to-End
language modeling
speech recognition
teacher-student learning
transfer learning
Online Audio-Visual Speech Separation with Generative Adversarial Training
会议论文
线上会议, 2021-4-23
作者:
Zhang Peng
;
Xu Jiaming
;
Hao Yunzhe
;
Xu Bo
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2021/06/21
audio-visual speech separation
online processing
generative adversarial training
causal temporal convolutional network
Exploring Exposure Bias in Recommender Systems from Causality Perspective
会议论文
Hainan Island, China, 2021-12-06
作者:
Yang, Yi
;
Li, Meng
;
Hu, Xueyang
;
Pan, Guoyang
;
Huang, Weixing
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/03/31
exposure bias
causal inference
implicit feedback
survey
causality
recommender system
Preliminary prediction of individual response to electroconvulsive therapy using whole-brain functional magnetic resonance imaging data
期刊论文
NeuroImage: Clinical, 2019, 卷号: 26, 期号: 102080, 页码: 1-9
作者:
Sun, Hailun
;
Jiang, Rongtao
;
Qi, Shile
;
Katherine, L., Narr
;
Benjamin, SC, Wade
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2020/06/11
Individualized prediction
Electroconvulsive therapy (ECT)
Functional connectivity (FC)
Major depressive disorder (DEP)
Resting-state fMRI
HDRS
Treatment response
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