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10/04/2021
AdjointBackMapV2: Precise Reconstruction of Arbitrary CNN Unit's Activation via Adjoint Operators
Adjoint operators have been found to be effective in the exploration of ...
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12/16/2020
AdjointBackMap: Reconstructing Effective Decision Hypersurfaces from CNN Layers Using Adjoint Operators
There are several effective methods in explaining the inner workings of ...
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12/08/2020
Emergence of Different Modes of Tool Use in a Reaching and Dragging Task
Tool use is an important milestone in the evolution of intelligence. In ...
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01/23/2020
Action Recognition and State Change Prediction in a Recipe Understanding Task Using a Lightweight Neural Network Model
Consider a natural language sentence describing a specific step in a foo...
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04/24/2019
Differentiable Pruning Method for Neural Networks
Architecture optimization is a promising technique to find an efficient ...
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01/09/2019
How Compact?: Assessing Compactness of Representations through Layer-Wise Pruning
Various forms of representations may arise in the many layers embedded i...
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01/08/2019
Comparing Sample-wise Learnability Across Deep Neural Network Models
Estimating the relative importance of each sample in a training set has ...
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04/11/2018