Interpretability

A Versatile Scene Model With Differentiable Visibility Applied to Generative Pose Estimation ICCV 2015 BubbLeNet: Foveated Imaging for Visual Discovery ICCV 2015 Deep Neural Networks Are Easily Fooled: High Confidence Predictions for Unrecognizable Images CVPR 2015 Falling Rule Lists AISTATS 2015 Maximum Persistency via Iterative Relaxed Inference With Graphical Models CVPR 2015 Mind the Gap: A Generative Approach to Interpretable Feature Selection and Extraction NeurIPS 2015 On the Relationship Between Visual Attributes and Convolutional Networks CVPR 2015 Person Re-Identification Ranking Optimisation by Discriminant Context Information Analysis ICCV 2015 The Common Self-Polar Triangle of Concentric Circles and Its Application to Camera Calibration CVPR 2015 Understanding Classifier Errors by Examining Influential Neighbors CVPR 2015 Vector-Valued Property Elicitation COLT 2015 What Makes an Object Memorable? ICCV 2015 Deep Networks with Internal Selective Attention through Feedback Connections NeurIPS 2014 Improving Markov Network Structure Learning Using Decision Trees JMLR 2014 Information Theoretical Estimators Toolbox JMLR 2014 Partition-wise Linear Models NeurIPS 2014 Predicting Failures of Vision Systems CVPR 2014 Preserving Modes and Messages via Diverse Particle Selection ICML 2014 Revisiting Bayesian Blind Deconvolution JMLR 2014 The Secrets of Salient Object Segmentation CVPR 2014 A Fast and Exact Energy Minimization Algorithm for Cycle MRFs ICML 2013 Exploring Implicit Image Statistics for Visual Representativeness Modeling CVPR 2013 Exploring the Mind: Integrating Questionnaires and fMRI ICML 2013 Gibbs Max-Margin Topic Models with Fast Sampling Algorithms ICML 2013 HOGgles: Visualizing Object Detection Features ICCV 2013