Techniques

Smooth Loss Functions for Deep Top-k Classification ICLR 2018 SNIPER: Efficient Multi-Scale Training NeurIPS 2018 Sparse and Constrained Attention for Neural Machine Translation ACL 2018 SparseMAP: Differentiable Sparse Structured Inference ICML 2018 Spatially-Adaptive Filter Units for Deep Neural Networks CVPR 2018 Spectral Normalization for Generative Adversarial Networks ICLR 2018 Spectral Signatures in Backdoor Attacks NeurIPS 2018 Speech Emotion Recognition by Combining Amplitude and Phase Information Using Convolutional Neural Network Interspeech 2018 SPLATNet: Sparse Lattice Networks for Point Cloud Processing CVPR 2018 Spline Filters For End-to-End Deep Learning ICML 2018 Squeeze-and-Excitation Networks CVPR 2018 Stabilizing Adversarial Nets with Prediction Methods ICLR 2018 StackDRL: Stacked Deep Reinforcement Learning for Fine-grained Visual Categorization IJCAI 2018 Stacked Latent Attention for Multimodal Reasoning CVPR 2018 Stacked Semantics-Guided Attention Model for Fine-Grained Zero-Shot Learning NeurIPS 2018 Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks CVPR 2018 Stock Price Prediction Using Attention-based Multi-Input LSTM ACML 2018 StrassenNets: Deep Learning with a Multiplication Budget ICML 2018 Structured Alignment Networks for Matching Sentences EMNLP 2018 Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation CVPR 2018 Subword and Crossword Units for CTC Acoustic Models Interspeech 2018 Subword-augmented Embedding for Cloze Reading Comprehension COLING 2018 Super Characters: A Conversion from Sentiment Classification to Image Classification EMNLP 2018 Supervised Domain Enablement Attention for Personalized Domain Classification EMNLP 2018 SurfConv: Bridging 3D and 2D Convolution for RGBD Images CVPR 2018