Deep Learning

2D/3D Pose Estimation and Action Recognition Using Multitask Deep Learning CVPR 2018 3D-Aided Deep Pose-Invariant Face Recognition IJCAI 2018 3D-Aware Scene Manipulation via Inverse Graphics NeurIPS 2018 3D Human Pose Estimation in the Wild by Adversarial Learning CVPR 2018 3D-PhysNet: Learning the Intuitive Physics of Non-Rigid Object Deformations IJCAI 2018 3D Point Cloud-Based Visual Prediction of ICU Mobility Care Activities MLHC 2018 3D Semantic Segmentation With Submanifold Sparse Convolutional Networks CVPR 2018 4D Human Body Correspondences From Panoramic Depth Maps CVPR 2018 A^2-Nets: Double Attention Networks NeurIPS 2018 A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping CVPR 2018 AAR-CNNs: Auto Adaptive Regularized Convolutional Neural Networks IJCAI 2018 A Bayesian Approach to Generative Adversarial Imitation Learning NeurIPS 2018 A Bi-Directional Message Passing Model for Salient Object Detection CVPR 2018 A Bi-Model Based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling NAACL 2018 A Biresolution Spectral Framework for Product Quantization CVPR 2018 A Boo(n) for Evaluating Architecture Performance ICML 2018 A Bridging Framework for Model Optimization and Deep Propagation NeurIPS 2018 A Case Study on Learning a Unified Encoder of Relations EMNLP 2018 Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation EMNLP 2018 Accelerating Convolutional Networks via Global & Dynamic Filter Pruning IJCAI 2018 Accelerating Innovation Through Analogy Mining IJCAI 2018 Accelerating Natural Gradient with Higher-Order Invariance ICML 2018 Accurate and Diverse Sampling of Sequences Based on a “Best of Many” Sample Objective CVPR 2018 Accurate Text-Enhanced Knowledge Graph Representation Learning NAACL 2018 Accurate Uncertainties for Deep Learning Using Calibrated Regression ICML 2018