Table of Contents Cover 3D Hand Pose Estimation Using Synthetic Data and Weakly Labeled RGB Images A New Approach to Robust Estimation of Parametric Structures Active Image Synthesis for Efficient Labeling AP-Loss for Accurate One-Stage Object Detection Chart Mining: A Survey of Methods for Automated Chart Analysis Contextual Translation Embedding for Visual Relationship Detection and Scene Graph Generation Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features End-to-End Learning for Omnidirectional Stereo Matching With Uncertainty Prior Extraction of an Explanatory Graph to Interpret a CNN Heterogeneous Few-Shot Model Rectification With Semantic Mapping Integrating Multiple Receptive Fields Through Grouped Active Convolution Intrinsic Grassmann Averages for Online Linear, Robust and Nonlinear Subspace Learning Maximum Density Divergence for Domain Adaptation Minimal Solvers for Rectifying From Radially-Distorted Conjugate Translations Mining Interpretable AOG Representations From Convolutional Networks via Active Question Answering Normalizing Flows: An Introduction and Review of Current Methods Norm-Preservation: Why Residual Networks Can Become Extremely Deep? Plane Segmentation Based on the Optimal-Vector-Field in LiDAR Point Clouds RefineFace: Refinement Neural Network for High Performance Face Detection Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video Self-Supervised Visual Feature Learning With Deep Neural Networks: A Survey Single Image Deraining: From Model-Based to Data-Driven and Beyond SurfaceNet+: An End-to-end 3D Neural Network for Very Sparse Multi-View Stereopsis Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction The Bayesian Cut The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines Towards a Complete 3D Morphable Model of the Human Head Unpaired Person Image Generation With Semantic Parsing Transformation Wavefront Marching Methods: A Unified Algorithm to Solve Eikonal and Static Hamilton-Jacobi Equations Discriminative Triad Matching and Reconstruction for Weakly Referring Expression Grounding Guided Zoom: Zooming into Network Evidence to Refine Fine-Grained Model Decisions Cover An End-to-End Learning Framework for Video Compression Imbalance Problems in Object Detection: A Review Learning Channel-Wise Interactions for Binary Convolutional Neural Networks Learning Content-Weighted Deep Image Compression Line Drawings for Face Portraits From Photos Using Global and Local Structure Based GANs Low-Tubal-Rank Plus Sparse Tensor Recovery With Prior Subspace Information Multilinear Modelling of Faces and Expressions Partial Multi-Label Learning via Credible Label Elicitation Recent Advances in Open Set Recognition: A Survey Unifying Offline and Online Multi-Graph Matching via Finding Shortest Paths on Supergraph Cover Table of Contents. Cover. Guest Editorial: Automated Machine Learning You Only Search Once: Single Shot Neural Architecture Search via Direct Sparse Optimization DATA: Differentiable ArchiTecture Approximation With Distribution Guided Sampling