Deep Learning

SJTU-NLP at SemEval-2018 Task 9: Neural Hypernym Discovery with Term Embeddings SemEval 2018 Sketch-a-Classifier: Sketch-Based Photo Classifier Generation CVPR 2018 SketchMate: Deep Hashing for Million-Scale Human Sketch Retrieval CVPR 2018 SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis CVPR 2018 Skip Connections Eliminate Singularities ICLR 2018 Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks ICLR 2018 SLAYER: Spike Layer Error Reassignment in Time NeurIPS 2018 Sliced Recurrent Neural Networks COLING 2018 Sliced Wasserstein Distance for Learning Gaussian Mixture Models CVPR 2018 Slot-Gated Modeling for Joint Slot Filling and Intent Prediction NAACL 2018 SMASH: One-Shot Model Architecture Search through HyperNetworks ICLR 2018 Smoothed analysis of the low-rank approach for smooth semidefinite programs NeurIPS 2018 Smooth Loss Functions for Deep Top-k Classification ICLR 2018 Smooth Neighbors on Teacher Graphs for Semi-Supervised Learning CVPR 2018 Snap ML: A Hierarchical Framework for Machine Learning NeurIPS 2018 SNIPER: Efficient Multi-Scale Training NeurIPS 2018 SNU_IDS at SemEval-2018 Task 12: Sentence Encoder with Contextualized Vectors for Argument Reasoning Comprehension SemEval 2018 Sobolev GAN ICLR 2018 Social GAN: Socially Acceptable Trajectories With Generative Adversarial Networks CVPR 2018 SocialNLP 2018 EmotionX Challenge Overview: Recognizing Emotions in Dialogues ACL 2018 Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor ICML 2018 Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks IJCAI 2018 Soft-Gated Warping-GAN for Pose-Guided Person Image Synthesis NeurIPS 2018 Solving Data Sparsity for Aspect Based Sentiment Analysis Using Cross-Linguality and Multi-Linguality NAACL 2018 SO-Net: Self-Organizing Network for Point Cloud Analysis CVPR 2018