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06/03/2022
Dynamic Structured Illumination Microscopy with a Neural Space-time Model
Structured illumination microscopy (SIM) reconstructs a super-resolved i...
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10/05/2019
Prostate cancer inference via weakly-supervised learning using a large collection of negative MRI
Recent advances in medical imaging techniques have led to significant im...
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12/18/2018
Explanatory Graphs for CNNs
This paper introduces a graphical model, namely an explanatory graph, wh...
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12/18/2018
Mining Interpretable AOG Representations from Convolutional Networks via Active Question Answering
In this paper, we present a method to mine object-part patterns from con...
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08/05/2017
Interpreting CNN Knowledge via an Explanatory Graph
This paper learns a graphical model, namely an explanatory graph, which ...
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08/05/2017
Interactively Transferring CNN Patterns for Part Localization
In the scenario of one/multi-shot learning, conventional end-to-end lear...
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04/11/2017
Mining Object Parts from CNNs via Active Question-Answering
Given a convolutional neural network (CNN) that is pre-trained for objec...
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11/14/2016