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Interpretability

7,452 papers

Papers per year

5
14
488
1716
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Papers

Analysis on Gated Recurrent Unit Based Question Detection Approach INTERSPEECH 2016
Data Selection for Within-Class Covariance Estimation INTERSPEECH 2016
Manual versus Automated: The Challenging Routine of Infant Vocalisation Segmentation in Home Videos to Study Neuro(mal)development INTERSPEECH 2016
A Novel Risk-Estimation-Theoretic Framework for Speech Enhancement in Nonstationary and Non-Gaussian Noise Conditions INTERSPEECH 2016
Convex Regression with Interpretable Sharp Partitions JMLR 2016
Monotonic Calibrated Interpolated Look-Up Tables JMLR 2016
The LRP Toolbox for Artificial Neural Networks JMLR 2016
Preterm Birth Prediction: Stable Selection of Interpretable Rules from High Dimensional Data MLHC 2016
A Progressive Explanation of Inference in ‘Hybrid’ Bayesian Networks for Supporting Clinical Decision Making PGM 2016
Mind the Gap: A Generative Approach to Interpretable Feature Selection and Extraction NIPS 2015
A Consistent Method for Graph Based Anomaly Localization AISTATS 2015
Falling Rule Lists AISTATS 2015
Vector-Valued Property Elicitation COLT 2015
Deep Neural Networks Are Easily Fooled: High Confidence Predictions for Unrecognizable Images CVPR 2015
Maximum Persistency via Iterative Relaxed Inference With Graphical Models CVPR 2015
On the Relationship Between Visual Attributes and Convolutional Networks CVPR 2015
Understanding Classifier Errors by Examining Influential Neighbors CVPR 2015
The Common Self-Polar Triangle of Concentric Circles and Its Application to Camera Calibration CVPR 2015
3D Shape Estimation From 2D Landmarks: A Convex Relaxation Approach CVPR 2015
A Versatile Scene Model With Differentiable Visibility Applied to Generative Pose Estimation ICCV 2015
What Makes an Object Memorable? ICCV 2015
Person Re-Identification Ranking Optimisation by Discriminant Context Information Analysis ICCV 2015
BubbLeNet: Foveated Imaging for Visual Discovery ICCV 2015
Deep Networks with Internal Selective Attention through Feedback Connections NIPS 2014
The Secrets of Salient Object Segmentation CVPR 2014