Table of Contents. Cover. Back Cover [Table of Contents] Holistic CNN Compression via Low-Rank Decomposition with Knowledge Transfer. On the Effectiveness of Least Squares Generative Adversarial Networks. Rank Minimization for Snapshot Compressive Imaging. Re-weighting and 1-Point RANSAC-Based P$n$nP Solution to Handle Outliers. Shallowing Deep Networks: Layer-Wise Pruning Based on Feature Representations Sparse One-Grab Sampling with Probabilistic Guarantees Visual Permutation Learning. Cover Table of Contents Cover. [Back cover] Table of Contents Table of Contents. Cover. Guest Editors’ Introduction to the Special Section on Compact and Efficient Feature Representation and Learning in Computer Vision. Runtime Network Routing for Efficient Image Classification. Denoising Prior Driven Deep Neural Network for Image Restoration. Two-Stream Region Convolutional 3D Network for Temporal Activity Detection. Tattoo Image Search at Scale: Joint Detection and Compact Representation Learning. Side Information for Face Completion: A Robust PCA Approach. Robust Kronecker Component Analysis. Min-Entropy Latent Model for Weakly Supervised Object Detection. Late Fusion Incomplete Multi-View Clustering. Hashing with Mutual Information. Label Consistent Matrix Factorization Hashing for Large-Scale Cross-Modal Similarity Search. Cover Table of Contents Cover. Table of Contents Cover Back Cover [Table of Contents] Anticipating Where People will Look Using Adversarial Networks A Region-Based Gauss-Newton Approach to Real-Time Monocular Multiple Object Tracking Calibrating Classification Probabilities with Shape-Restricted Polynomial Regression EuroCity Persons: A Novel Benchmark for Person Detection in Traffic Scenes Exploiting Unlabeled Data in CNNs by Self-Supervised Learning to Rank Focal Visual-Text Attention for Memex Question Answering Joint image filtering with deep convolutional networks Richer Convolutional Features for Edge Detection View Adaptive Neural Networks for High Performance Skeleton-Based Human Action Recognition Visibility Constrained Generative Model for Depth-Based 3D Facial Pose Tracking Advances in Variational Inference Social Anchor-Unit Graph Regularized Tensor Completion for Large-Scale Image Retagging Table of Contents. Cover. Information for authors. A Deep Network Solution for Attention and Aesthetics Aware Photo Cropping. Content Aware Image Pre-Compensation.