Alexander Binder

Førsteamanuensis
ved Digital signalbehandling og bildeanalyse ved Universitetet i Oslo

Resultater Resultater

Towards Scalable and Unified Example-based Explanation and Outlier Detection.

Chong, Penny; Cheung, Ngai-Man; Elovici, Yuval; Binder, Alexander. 2021, IEEE Transactions on Image Processing. BGU, SUTD, UIOVitenskapelig artikkel

Pruning by explaining: A novel criterion for deep neural network pruning.

Yeom, Seul-Ki; Seegerer, Philipp; Lapuschkin, Sebastian; Binder, Alexander; Wiedemann, Simon; Müller, Klaus-Robert; Samek, Wojciech. 2021, Pattern Recognition. SINGAPORE, UIO, TYSKLAND, SØRKOREAVitenskapelig artikkel

Morphological and molecular breast cancer profiling through explainable machine learning.

Binder, Alexander; Bockmayr, Michael; Hägele, Miriam; Wienert, Stephan; Heim, Daniel; Hellweg, Katharina; Ishii, Masaru; Stenzinger, Albrecht; Hocke, Andreas C.; Denkert, Carsten mfl.. 2021, Nature Machine Intelligence. JAPAN, SINGAPORE, UIO, TYSKLAND, SØRKOREAVitenskapelig artikkel

Explain and improve: LRP-inference fine-tuning for image captioning models.

Sun, Jiamei; Lapuschkin, Sebasian; Samek, Wojciech; Binder, Alexander. 2021, Information Fusion. SUTD, HHI, UIOVitenskapelig artikkel

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