Generalized orderless pooling performs implicit salient matching. On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset. Deep Expander Networks: Efficient Deep Networks from Graph Theory. A Good Practice Towards Top Performance of Face Recognition: Transferred Deep Feature Fusion. Towards A Ri …

Binary Classification from Positive-Confidence Data. Toward Multimodal Image-to-Image Translation. Deep Learning to Improve Breast Cancer Early Detection on Screening Mammography. Learning the Latent “Look”: Unsupervised Discovery of a Style-Coherent Embedding from Fashion Images. Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid …

Self-Supervised Visual Planning with Temporal Skip Connections. Learning Multimodal Transition Dynamics for Model-Based Reinforcement Learning. f-GANs in an Information Geometric Nutshell. A signature-based machine learning model for bipolar disorder and borderline personality disorder. Learning a Hierarchical Latent-Variable Model of 3D Shapes. Ch …

Dense RGB-D semantic mapping with Pixel-Voxel neural network. A Locally Weighted Fixation Density-Based Metric for Assessing the Quality of Visual Saliency Predictions. Using KL-divergence to focus Deep Visual Explanation. Learning Overcomplete HMMs. Multi-Target Tracking in Multiple Non-Overlapping Cameras using Constrained Dominant Sets. Towards …

A Statistical Machine Learning Approach to Yield Curve Forecasting. An Energy-Efficient Mixed-Signal Neuron for Inherently Error-Resilient Neuromorphic Systems. Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep Learning. A Novel Low-Complexity Framework in Ultra-Wideband Imaging for Breast Cancer Detection. ScanNet: A Fast and Dense S …

Cross-modal Common Representation Learning by Hybrid Transfer Network. The Expressive Power of Neural Networks: A View from the Width. Kill Two Birds with One Stone: Weakly-Supervised Neural Network for Image Annotation and Tag Refinement. Critical Points of Neural Networks: Analytical Forms and Landscape Properties. 3DContextNet: K-d Tree Guided H …