Explainable AI最新文献

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Comparing the Interpretability of Deep Networks via Network Dissection 通过网络剖析比较深度网络的可解释性
Explainable AI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-28954-6_12
Bolei Zhou, David Bau, A. Oliva, A. Torralba
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引用次数: 14
Interpretability in Intelligent Systems - A New Concept? 智能系统的可解释性——一个新概念?
Explainable AI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-28954-6_3
L. K. Hansen, Laura Rieger
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引用次数: 19
Feature Fallacy: Complications with Interpreting Linear Decoding Weights in fMRI 特征谬误:解释fMRI线性解码权重的并发症
Explainable AI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-28954-6_20
P. Douglas, Ariana E. Anderson
{"title":"Feature Fallacy: Complications with Interpreting Linear Decoding Weights in fMRI","authors":"P. Douglas, Ariana E. Anderson","doi":"10.1007/978-3-030-28954-6_20","DOIUrl":"https://doi.org/10.1007/978-3-030-28954-6_20","url":null,"abstract":"","PeriodicalId":118686,"journal":{"name":"Explainable AI","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134486398","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Understanding Patch-Based Learning of Video Data by Explaining Predictions 通过解释预测来理解基于补丁的视频数据学习
Explainable AI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-28954-6_16
Christopher J. Anders, G. Montavon, W. Samek, K. Müller
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引用次数: 25
Interpretable Text-to-Image Synthesis with Hierarchical Semantic Layout Generation 可解释文本到图像的分层语义布局合成
Explainable AI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-28954-6_5
Seunghoon Hong, Dingdong Yang, Jongwook Choi, Honglak Lee
{"title":"Interpretable Text-to-Image Synthesis with Hierarchical Semantic Layout Generation","authors":"Seunghoon Hong, Dingdong Yang, Jongwook Choi, Honglak Lee","doi":"10.1007/978-3-030-28954-6_5","DOIUrl":"https://doi.org/10.1007/978-3-030-28954-6_5","url":null,"abstract":"","PeriodicalId":118686,"journal":{"name":"Explainable AI","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128274644","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Gradient-Based Attribution Methods 基于梯度的归因方法
Explainable AI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-28954-6_9
Marco Ancona, Enea Ceolini, C. Öztireli, M. Gross
{"title":"Gradient-Based Attribution Methods","authors":"Marco Ancona, Enea Ceolini, C. Öztireli, M. Gross","doi":"10.1007/978-3-030-28954-6_9","DOIUrl":"https://doi.org/10.1007/978-3-030-28954-6_9","url":null,"abstract":"","PeriodicalId":118686,"journal":{"name":"Explainable AI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128960499","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 122
Unsupervised Discrete Representation Learning 无监督离散表示学习
Explainable AI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-28954-6_6
Weihua Hu, Takeru Miyato, Seiya Tokui, Eiichi Matsumoto, Masashi Sugiyama
{"title":"Unsupervised Discrete Representation Learning","authors":"Weihua Hu, Takeru Miyato, Seiya Tokui, Eiichi Matsumoto, Masashi Sugiyama","doi":"10.1007/978-3-030-28954-6_6","DOIUrl":"https://doi.org/10.1007/978-3-030-28954-6_6","url":null,"abstract":"","PeriodicalId":118686,"journal":{"name":"Explainable AI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129408393","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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