Deep Learning

Spherical Latent Spaces for Stable Variational Autoencoders EMNLP 2018 SPIDER: Near-Optimal Non-Convex Optimization via Stochastic Path-Integrated Differential Estimator NeurIPS 2018 SPLATNet: Sparse Lattice Networks for Point Cloud Processing CVPR 2018 SplineCNN: Fast Geometric Deep Learning With Continuous B-Spline Kernels CVPR 2018 Spline Filters For End-to-End Deep Learning ICML 2018 SplineNets: Continuous Neural Decision Graphs NeurIPS 2018 Split and Rephrase: Better Evaluation and Stronger Baselines ACL 2018 SPNets: Differentiable Fluid Dynamics for Deep Neural Networks CoRL 2018 Spoken Keyword Detection Using Joint DTW-CNN Interspeech 2018 Spotlight: Optimizing Device Placement for Training Deep Neural Networks ICML 2018 Spotting Spurious Data with Neural Networks NAACL 2018 Spurious Local Minima are Common in Two-Layer ReLU Neural Networks ICML 2018 SQL-to-Text Generation with Graph-to-Sequence Model EMNLP 2018 Squeeze-and-Excitation Networks CVPR 2018 SSNet: Scale Selection Network for Online 3D Action Prediction CVPR 2018 SSN MLRG1 at SemEval-2018 Task 3: Irony Detection in English Tweets Using MultiLayer Perceptron SemEval 2018 SSR-Net: A Compact Soft Stagewise Regression Network for Age Estimation IJCAI 2018 Stability and Generalization of Learning Algorithms that Converge to Global Optima ICML 2018 Stabilizing Adversarial Nets with Prediction Methods ICLR 2018 Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization ICML 2018 StackDRL: Stacked Deep Reinforcement Learning for Fine-grained Visual Categorization IJCAI 2018 Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal CVPR 2018 Stacked Latent Attention for Multimodal Reasoning CVPR 2018 Stacked Semantics-Guided Attention Model for Fine-Grained Zero-Shot Learning NeurIPS 2018 StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation CVPR 2018